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Neuromarketing How Brands Are Leveraging Brain Science to Decode Your Desires by EOS Intelligence
by EOS Intelligence EOS Intelligence No Comments

Neuromarketing: How Brands Are Leveraging Brain Science to Decode Your Desires

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Innovative marketing strategies have become highly important for businesses in today’s crowded markets, where there is abundant competition and consumers have a vast array of options. This is why neuromarketing, a concept where brain science meets marketing, has started gaining popularity. Christened “astonishing hypothesis” by Nobel Laureate Francis Crick, it holds great promise for current and future marketers.

Neuromarketing is a marketing strategy that uses scientific methods to understand how consumers’ brains respond to products and advertisements. It measures brain activity and how people subconsciously react to ads, packaging, and products using methods such as electroencephalography (EEG), functional magnetic resonance imaging (fMRI), and eye tracking.

The goal is to uncover the underlying motivations, preferences, and decision-making processes that drive customer behavior. This approach can help marketers and businesses create more effective advertisements, develop products that meet customer needs and wants, and set appealing prices.

The concept of neuromarketing has been around since the 1990s and it gained popularity with the development techniques such as the Zaltman metaphor elicitation technique. This method allows researchers to tap into a person’s conscious and unconscious thoughts by analyzing their metaphoric or non-literal expressions.

Companies are using various approaches to adopt neuromarketing

Neuromarketing campaigns can use numerous approaches to attract customers.

EEGs and fMRIs are becoming increasingly popular

One approach is to use brain scanning techniques such as fMRI or EEG to monitor brain activity and understand how people process information.

An example is the 2011 neuromarketing study by the South Korean automotive manufacturer Hyundai. The company measured brain activity using EEG and identified the design features most likely stimulating a desire to buy. Based on the study, Hyundai also modified the exterior design of its cars.

Another one is the 2011 commercial Yahoo rolled out to attract more users to its search engine. Before launching the US$100 million rebranding campaign, the company tested the 60-second commercial featuring happy people dancing worldwide. The company had people wear EEG caps to monitor their brain activity while watching the ad to gauge its impact. The results showed that the ad stimulated activity in areas of the brain associated with memory and emotional response, suggesting it could effectively grab viewers’ attention.

Similarly, Microsoft partnered with California-based market research company EmSense in 2009 to study the brain activity of Xbox gamers to understand how engaged they are when exposed to 30- and 60-second TV ads versus in-game ads on the Xbox. The study, using EEG technology, showed that the highest level of brain activity occurred during the first half of TV ads promoting an automotive brand. Also, brain activity decreased when the same ad was repeated during Xbox Live in-game advertising. Microsoft incorporated this format to improve the ad’s memorability.

Businesses such as Frito-Lay, a US-based snack manufacturer, use EEG and focus groups to assess consumers’ genuine reactions to new advertisements. In a 2008 ad, they showed a woman pranking her friend by filling her laundry with orange Cheetos. Despite the focus group participants expressing a dislike for the ad, an EEG study revealed that they actually found it enjoyable.

The EEG-based neuromarketing trend will likely gain even more traction, especially with wearable EEG devices becoming increasingly common. In 2011, Tokyo-based multinational conglomerate Hitachi developed a portable, wearable brain scanner that neuromarketing can employ. Users can wear it while performing everyday activities, such as shopping, allowing marketers to study consumer behavior and preferences in real-life settings. This will also help them to develop marketing campaigns aligned with consumer preferences.

Neuromarketing How Brands Are Leveraging Brain Science to Decode Your Desires by EOS Intelligence

Neuromarketing How Brands Are Leveraging Brain Science to Decode Your Desires by EOS Intelligence

Marketers track eyes to identify customer preferences

Eye-tracking technology is another important technique used in neuromarketing. This technology records the movement of a person’s eyes as they view a screen, generating a heat map to show where they focused their attention. This method can be used to compare the effectiveness of different ads.

A 2009 study conducted by Objective Experience, a Singapore-based research firm, found that when people are shown a diaper ad with a baby looking directly at them, they pay less attention to the message. However, when the baby looks at the ad content, people engage more with the message.

Companies such as UK-based Unilever frequently use this method to test how their products perform in-store. In 2016, it partnered with Swedish technology company Tobii to record shoppers’ attention data while browsing products on the shelf using wearable eye trackers. The data was then analyzed to identify the features that drew shoppers’ attention, how they interacted with branding and marketing elements, and their impact on customer behavior. The insights from this study helped Unilever determine the design features that resonate most with shoppers, allowing the company to optimize brand awareness and perception.

Many other companies have also experimented with eye-tracking techniques. In 2017, the Japanese automotive manufacturer Toyota collaborated with Tobii to improve its in-store experience. The study revealed that younger shoppers spent more time on interactive digital elements, while older shoppers focused on textual information. However, it also showed that interactive digital screens generated the most engagement. This study became very beneficial for Toyota. Since consumers, such as automobile buyers, visit showrooms to make a specific purchase, eye-tracking technology can directly impact the sales of such companies.

While Unilever and Toyota collaborated with Tobii on neuromarketing strategies, UK-based pharmaceutical giant GlaxoSmithKline (GSK) has developed an in-house technique. In 2017, it launched a “Consumer Sensory Lab” to test its products using eye-tracking technology. The lab is designed to mimic a real store, allowing consumers to browse and shop while being monitored by eye-tracking devices. This allows GSK to analyze how consumers interact with products on the shelf and what packaging elements catch their attention. GSK’s investment in this technology shows that big players are now considering leveraging neuromarketing for market research and product development.

Packaging, colors, and emotions are essential in neuromarketing

Many companies are using effective packaging and experimenting with color psychology in neuromarketing. In 2009, Frito-Lay partnered with Ontario-based Juniper Park to understand why women were not choosing their products. The company identified that its shiny packaging was generating feelings of guilt in women while snacking. They redesigned their packaging using softer colors and avoided language that might trigger guilt.

Several companies use certain colors as neuromarketing tools to evoke specific emotions. US-based Coca-Cola’s use of the color red is an example. Similarly, brands such as Target and Netflix use red to convey feelings of power, excitement, and passion. Red has also been linked to increased hunger. Many fast-food chains, such as Wendy’s and KFC, use red to increase client engagement.

Many businesses also try to increase engagement by bringing out specific emotions. An example is German auto manufacturer Volkswagen’s 2011 Super Bowl ad, featuring a young boy dressed as Darth Vader trying to use “the force” on a VW Passat. Experts attributed the ad’s success to its combination of nostalgia (Star Wars), empathy (parental love), and humor (Darth Vader’s reaction).

Another example is Frito Lay’s 2018 “Operation Smile” campaign, which featured a series of smiles on the packaging of its potato chips. The campaign was designed to bring joy and happiness to customers and successfully connect with them.

Many brands are redesigning their packages and presentations using neuromarketing feedback, and the trend is expected to continue in the future.

AI integration and emotion AI are the emerging trends in the market

Integration with AI is one emerging trend that is greatly benefiting neuromarketing. As consumers engage in various online platforms, including social media, they leave a digital trail of personal information. This can be accessed by AI programs stored in the cloud.

AI analyzes this data and identifies patterns and customer preferences. This information can then be used to create effective marketing strategies. Netflix, for example, uses AI to power its recommendation engine and suggest shows based on users’ viewing history, completion rates, popularity rankings, etc.

AI also plays a crucial role in facial recognition and emotion detection. AI-driven facial tracking technologies are expected to help marketers understand how people respond emotionally to ad content more efficiently and accurately, helping them to design more engaging and impactful experiences.

Emotion AI, a type of artificial intelligence that analyzes, responds to, and simulates human emotions by detecting and interpreting emotional signals from various sources such as text, audio, and video, is another technological trend expected to benefit neuromarketing. Since this technology can capture and analyze human emotions and body language, marketers can use it to create user-centered and empathetic advertisements.

Sentiment analysis is an example, a tool used by Emotion AI that analyzes human emotions in text. This is often employed in marketing functions such as product review analysis.

An example is a 2018 campaign by the American sportswear giant Nike. The company used sentiment analysis to navigate the controversy surrounding NFL player Colin Kaepernick’s “take a knee” protest. As public opinion was divided, with both critics and supporters voicing their views, Nike partnered with California-based software development company Sentieo to monitor customer sentiments to protect its reputation. They tracked tweets and news related to the campaign before and after incorporating the “#justdoit” hashtag in Kaepernick’s tweets. The analysis also showed that consumer purchase intent improved due to the campaign, which benefited Nike.

Using tools such as Emotion AI is expected to directly affect companies’ profits since it helps them easily identify the customer’s opinion about the brand. It can also be used to detect early warning signs of customer dissatisfaction or frustration. This is expected to enable businesses to address issues promptly and reduce the risk of negative word-of-mouth or online reviews.

There are challenges and concerns about adoption

Though neuromarketing is expected to shape the future of marketing, interested players must address some concerns before taking the plunge. Critics have raised ethical concerns about its morality and the potential for privacy violations. There is also a potential for bias and inaccuracies in the research methods, leading to unreliable conclusions and flawed marketing strategies.

Larger companies with greater budgets are more likely to use neuromarketing leaving smaller players, who cannot afford the cost, at a significant disadvantage. This will widen the gap between these companies, as smaller ones will struggle to compete with larger companies’ marketing and advertising capabilities. Also, consumers may unknowingly choose products influenced by neuromarketing tactics, making it even harder for smaller companies to compete.

Moreover, larger corporations will have the means to invest in research and development of own neuromarketing techniques, further solidifying their advantage. These companies are also likely to keep the research findings proprietary, thereby limiting opportunities for smaller companies to compete.

More research is also needed to bring neuromarketing to the mainstream, especially in areas where real-time responses and feedback are required, such as in-store shopping. Since EEG technology, widely used in neuromarketing, can be compromised by interference from other electrical devices and requires subjects to remain still, it can become difficult to replicate lab-based research conditions in a real-world setting.

EOS Perspective

The marketing landscape has significantly transformed in the past few years. Consumers are now more tech-savvy and take to social media platforms when faced with an unpleasant event. Companies are also aware that negative reviews on online platforms can significantly impact a brand’s reputation within a short time. This can be increasingly managed by employing neuromarketing. Though it is still considered to be in its embryonic stage, experts believe this innovative marketing technique will reshape advertising and consumer-business relationships.

As the number of global mobile users is expected to cross 7.5 billion in 2025, according to a 2021 report by the US-based market research firm, The Radicati Group, neuromarketers are expected to collect real-time data by leveraging mobile devices. This will enable players to capture a more authentic and nuanced understanding of consumer behavior in real-world settings rather than relying solely on laboratory-based or controlled environments.

This real-time data collected using mobile devices can be used to design marketing strategies, product development, and customer experiences that are more tailored to meet consumers’ evolving needs and preferences.

Experts also believe that technological advancements such as brain-computer interfaces (BCIs) can revolutionize the marketing landscape in the near future. BCIs enable seamless communication between the human brain and machines, giving marketers access to consumers’ real-time thoughts and emotions. This is expected to pave the way for ultra-personalization, as companies can tailor their products and advertisements to individuals’ unique preferences and emotional responses.

While there are ethical concerns surrounding its use, the fact that neuromarketing is still in its early stages of development means it has the potential to evolve in tandem with addressing the ethical doubts. As technology becomes more accessible, the key challenge will be ensuring that neuromarketing is used responsibly and ethically.

Electric Vehicle Industry Jittery over Looming Lithium Supply Shortage by EOS Intelligence
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Electric Vehicle Industry Jittery over Looming Lithium Supply Shortage

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The transition to Electric Vehicles (EVs) is picking pace with concentrated efforts to achieve the net-zero carbon scenario by 2050. The International Energy Agency (IEA) estimated that global EV sales reached 6.6 million units in 2021, nearly doubling from the previous year. IEA projects that the number of EVs in use (across all road transport modes excluding two/three-wheelers) is expected to increase from 18 million vehicles in 2021 to 200 million vehicles by 2030, recording an average annual growth of over 30%. This scenario will result in a sixfold increase in the demand for lithium, a key material used in the manufacturing of EV batteries, by 2030. With increasing EV demand, the industry looks to navigate through the lithium supply disruptions.

Lithium supply shortages are not going away soon

The global EV market is already struggling with lithium supply constraints. Both lithium carbonate (Li2CO3) and lithium hydroxide (LiOH) are used for the production of EV batteries, but traditionally, lithium hydroxide is obtained from the processing of lithium carbonate, so the industry is more watchful of lithium carbonate production. BloombergNEF, a commodity market research provider, indicated that the production of lithium carbonate equivalent (LCE) was estimated to reach around 673,000 tons in 2022, while the demand was projected to exceed 676,000 tons LCE. In January 2023, a leading lithium producer, Albemarle, indicated that the global demand for LCE would expand to 1.8 million metric tons (MMt) (~1.98 million tons) by 2025 and 3.7 MMt (~4 million tons) by 2030. Meanwhile, the supply of LCE is expected to reach 2.9 MMt (~3.2 million tons) by 2030, creating a huge deficit.

There is a need to scale up lithium mining and processing. IEA indicates that about 50 new average-sized mines need to be built to fulfill the rising lithium demand. Lithium as a resource is not scarce; as per the US Geological Survey estimates, the global lithium reserves stand at about 22 million tons, enough to sustain the demand for EVs far in the future.

However, mining and refining the metal is time-consuming and does not keep up with the surging demand. According to IEA analysis, between 2010 and 2019, the lithium mines that started production took an average of 16.5 years to develop. Thus, lithium production is not likely to shoot up drastically in a short period of time.

Considering the challenges of increasing lithium production output, industry stakeholders across the EV value chain are racing to prepare for anticipated supply chain disruptions.

Electric Vehicle Industry Jittery over Looming Lithium Supply Shortage by EOS Intelligence

Electric Vehicle Industry Jittery over Looming Lithium Supply Shortage by EOS Intelligence

Automakers resort to vertical integration to tackle supply chain disruptions

At the COP26 climate meeting in November 2021, governments of 30 countries pledged to phase out the sales of petrol and diesel vehicles by 2040. Six automakers – Ford, General Motors, Mercedes-Benz, Jaguar Land Rover, Quantum Motors (a Bolivia-based automaker), and Volvo – joined the governments in this pledge. While Volkswagen and Honda did not officially sign the agreement, both companies announced that they are aiming to become 100% EV companies by 2040. Other leading automakers have also indicated EVs to be a significant part of their future product portfolio. Such commitment shows that EVs are indeed going to be the future of the automotive industry.

Automakers have resorted to vertical integration to gain better control over the EV supply chain – from batteries to raw materials supply, including lithium, to keep up with the market demand.

Building own battery manufacturing capabilities

Till now, China has dominated the global battery market. The country produced three-fourths of the global lithium-ion batteries in 2020. At the forefront, automakers are looking to reduce their reliance on China for the supply of EV batteries. Moreover, many automakers have invested in building their own EV battery manufacturing capabilities.

While the USA contributed merely 8% to global EV battery production in 2020, it has now become the next hot destination for battery manufacturing. This is mainly because of the government’s vision to develop an indigenous EV battery supply chain to support their target of 50% of vehicle sales being electric by 2030. As per the Inflation Reduction Act passed in August 2022, the government would offer up to US$7,500 in tax credit for a new EV purchase.

However, half of this tax credit amount is linked to the condition that at least 50% of EV batteries must be manufactured or assembled in the USA, Canada, or Mexico. Taking effect at the beginning of 2023, the threshold will increase to 100% by 2029. To be eligible for the other half of the tax credit, at least 40% of the battery minerals must be sourced from the USA or the countries that have free trade agreements with the USA. The threshold will increase to 80% by 2027. In October 2022, the Biden Administration committed more than US$3 billion in investment to strengthen domestic battery production capabilities. While some automakers had already been planning EV battery production in the USA, after the recent announcements, the USA has the potential to become the next EV battery manufacturing hub.

BloombergNEF indicated that between 2009 and 2022, 882 battery manufacturing projects (with a total investment of US$108 billion) were started or announced in the USA, of which about 25% were rolled out in 2022.

In September 2021, Ford signed a joint venture deal with Korean battery manufacturer SK Innovation (BlueOvalSK) to build three battery manufacturing plants in the USA, investing a total of US$11.4 billion. Once operational, the combined output of the three factories will be 129 GWh, enough to power 1 million EVs.

In August 2022, Honda announced an investment of US$4.4 billion to build an EV battery plant in Ohio in partnership with Korean battery manufacturer LG Energy Solutions.

As of January 2023, GM, in partnership with LG Energy Solutions, announced the build of four new battery factories in the USA that are expected to have a total annual capacity of 140GWh.

Toyota, Hyundai, Stellantis, and BMW are a few other automakers who also announced plans to establish EV battery production facilities in the USA during 2022.

Automakers are also expanding battery manufacturing capabilities in the regions closer to their EV production base. For instance, Volkswagen is aiming to have six battery cell production plants operating in Europe by 2030 for a total of 240GWh a year.

In August 2022, Toyota announced plans to invest a total of US$5.6 billion to build EV battery plants in the USA as well as Japan, which will add 40 GWh to its global annual EV battery capacity.

Focusing on securing long-term lithium supply

While vertically integrating the battery manufacturing process, automakers are also directly contacting lithium miners to lock in the lithium supply to meet their EV production agenda.

Being foresightful, Toyota realized early on the need to invest in lithium supply and thus acquired a 15% share in an Australian lithium mining company Orocobre (rebranded as Allkem after its merger with Galaxy Resources in 2021) through its trading arm Toyota Tsusho in 2018. As a part of this agreement, Toyota invested a total of about US$187 million for the expansion of the Olaroz Lithium Facility in Argentina and became an exclusive sales agent for the lithium produced at this facility. In August 2022, a Toyota-Panasonic JV manufacturing EV batteries struck a deal with Ioneer (operating lithium mine in Nevada, USA), securing a supply of 4,000 tons of LCE annually for five years starting in 2025.

Since the beginning of 2022, Ford secured lithium supply from various parts of the world through deals with multiple mining companies. This included deals with Australia-based mining company Ioneer, working on the Rhyolite Ridge project in Nevada, USA, US-based Compass Minerals, working on extraction of LCE from Great Salt Lake in Utah, USA, Australia-based Lake Resources, operating a mining facility in Argentina, and Australia-based Liontown Resources operating Kathleen Valley project in Western Australia.

GM is also among the leading automakers that jumped on the bandwagon. In July 2021, the company announced a strategic investment to support a lithium mining company, Controlled Thermal Resources, to develop a lithium production site in California, USA (Hell’s Kitchen project). The first phase of production is planned to begin in 2024 with an estimated lithium hydroxide production of 20,000 tons per annum, and under the agreement, GM would have the first rights on this. In July 2022, GM announced a strategic partnership with Livent, a lithium mining and processing company. As part of this agreement, Livent would supply battery-grade lithium hydroxide to GM over a period of six years beginning in 2025. The automaker continues to invest in this direction; in January 2023, GM announced a US$650 million investment in the lithium producer Lithium Americas, developing one of the largest lithium mines in the USA, which is expected to begin operations in 2026. As a part of the deal, GM will get exclusive access to the first phase of lithium output, and the right to first offer on the production in the second phase.

Other automakers also invested heavily in partnerships with mining companies to secure a long-term supply of lithium in 2022. The partnership between Dutch automaker Stellantis and Australia-based Controlled Thermal Resources, Mercedes-Benz and Canada-based Rock Tech Lithium, and Chinese automaker Nio and Australia-based Greenwing Resources are a few other examples.

There are also frontrunners who are directly taking charge of the lithium mining and refining process. In June 2022, the Chinese EV giant BYD announced plans to purchase six lithium mines in Africa. If all deals fall in place as planned, BYD will have enough lithium to manufacture more than 27 million EVs. American Tesla recently indicated that it might consider buying a mining company. In August 2022, while applying for a tax break, Tesla confirmed its plan to build a lithium refinery plant in the USA.

This vertical integration is nothing new in this sector. In the early days of the auto industry, automakers owned much of the supply chain. For instance, Ford had its own mines and steel mill at one point. Do we see automakers going back to their roots?

Battery makers are also looking for alternatives

Some of the battery makers, especially the Chinese EV battery giants, are going upstream and expanding into lithium mining. For instance, in September 2021, Chinese battery maker Contemporary Amperex Technology (CATL) agreed to buy Canada’s Millennial Lithium for approximately US$297.3 million. Another Chinese battery maker, Sunwoda, announced in July 2022 that the company plans to buy the Laguna Caro lithium mining project in Argentina through one of its subsidiaries.

However, being aware that the lithium shortage is not going to be resolved overnight, battery makers are ramping up R&D to develop alternatives. In 2021, CATL introduced first-generation sodium-ion batteries having a high energy density of 160 watt-hours per kilogram (Wh/kg). This still does not match up to lithium-ion batteries that have an energy density of about 250 Wh/kg and thus allow longer driving range. Since sodium-ion batteries and lithium-ion batteries have similar working principles, CATL introduced an AB battery system that integrates both types of batteries. The company plans to set up the supply chain for sodium-ion batteries in 2023.

Zinc-air batteries, which are composed of a porous air cathode and a zinc metal anode, have been identified as another potential alternative to lithium-ion batteries. Zinc-air batteries have been proven to be suitable for use in stationary energy storage, mainly energy grids, but it is yet to be seen if they could be as effective in EVs. The application of zinc-air batteries in EVs – either standalone or in combination with lithium-ion batteries – is under development and far from market commercialization. A World Bank report released in 2020 indicated that mass deployment of zinc-air batteries is unlikely to happen before 2030.

EOS Perspective

Despite all the measures, the anticipated lithium shortages will be a setback for the transition to EV. One of the major factors will be the escalating costs of lithium, which will, in turn, impact the affordability of EVs.

Lithium prices have skyrocketed in the past two years on account of exploding EV demand and lithium supply constraints. The price per ton of LCE increased from US$5,000 in July 2020 to US$70,000 in July 2022.

One key reason driving the adoption of EVs has been the cost of EVs becoming comparable to the cost of conventional internal combustion engine vehicles because of the continually decreasing lithium battery prices. By the end of 2021, the average price of a lithium-ion EV battery had plunged to US$132 per kilowatt-hour (kWh), compared to US$1,200/kWh in 2010.

Experts project that EVs will become a mass market product when the cost of the lithium-ion battery reaches the milestone of US$100/kWh. Being so near to the milestone, the price of lithium-ion batteries is likely to take a reverse trend due to the lithium supply deficit and increase for the first time in more than a decade. As per BloombergNEF estimates, the average price of the lithium-ion battery rose to US$135/kWh in 2022. Another research firm, Benchmark Mineral Intelligence, estimated that the cost of lithium-ion batteries increased by 10% in 2022. This would have a direct impact on the cost of EVs, as batteries account for more than one-third of the cost of EV production.

Read our related Perspective:
 Chip Shortage Puts a Brake on Automotive Production

Automakers are still healing from the chip shortage. They are now faced with lithium supply constraints that are not expected to ease down for a few years. There is also a looming threat of a shortage of other minerals such as graphite, nickel, cobalt, etc., which are also critical for the production of EV components. While the world is determined and excited about the EV revolution, the transition is going to be challenging.

Automotive Industry Gearing towards Digital Transformation with AI by EOS Intelligence
by EOS Intelligence EOS Intelligence No Comments

Automotive Industry Gearing towards Digital Transformation with AI

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Artificial intelligence (AI) has become an integral part of almost every industry, and the automotive sector is no exception. From self-driving cars to predictive maintenance, AI is evolving as a major disruptor in the auto industry, slowly transforming how automobiles are designed, manufactured, and sold. This digital swing is driven mainly by increased competition, consumer preferences for smart mobility, and the benefits of AI. However, AI adoption in the automotive industry is not mainstream yet, with the technology deployed only at the pilot level and in selective business segments. As the world gears toward an era of digital transformation and automation, AI is expected to be part of various business processes in the automotive industry in the coming years.

Artificial intelligence in the auto industry is typically associated with autonomous and self-driving cars. However, the technology has increasingly found its way into other applications over the last few years. Leading auto OEMs are showing an interest in deploying AI-driven innovations across the value chain, investing in tech start-ups, partnering with software providers, and building new business entities.

For instance, a venture capital fund owned by Japanese automaker Toyota, Toyota AI Ventures (rebranded as Toyota Ventures now), with US$200 million in assets under management, invested in almost 35 early-age startups that focus on AI, autonomy, mobility, and robotics between 2017 and 2020. Similarly, in 2022, South Korean automotive manufacturer Hyundai invested US$424 million to build an AI research center in the USA to advance research in AI and robotics. In the same year, CARIAD, a software division of the Germany-based Volkswagen Group, acquired Paragon Semvox GmbH, a Germany-based company that develops AI-based voice control and smart assistance systems, for US$42 million.

Changing consumer preferences, competitive pressures, and various advantages of AI are driving this transformation. According to a 2019 Capgemini research study, nearly 25% of auto manufacturers in the USA implemented AI solutions at scale, followed by the UK (14%) and Germany (12%) by the end of 2019.

There are numerous applications of AI in the automotive industry. Some of the more common and innovative uses of AI include virtual simulation models, inventory management, quality control of parts and finished goods, automated driver assistance systems (ADAS), predictive maintenance, and personalized vehicles, to name a few.

Automotive Industry Gearing towards Digital Transformation with AI by EOS Intelligence

AI-based virtual simulation models used for effective R&D processes

Due to changing customer preferences, increasing regulations concerning safety and fuel emissions, and technological disruption, OEMs are finding it more expensive to make cars nowadays. A 2020 report by PricewaterhouseCoopers says that conceptualization and product development account for 77% of the cost and 65% of the time spent in a typical automotive manufacturing process.

To make R&D cost-effective and more efficient, some auto manufacturers and tier-I suppliers are turning to AI. AI enables the simulation of digital prototypes, eliminating a lot of physical prototypes, thus reducing the costs and time for product development. One interesting concept that is emerging and catching attention in this area is the “digital twin”. The concept employs a virtual model mimicking an entire process or environment and its physical behavior. There are numerous uses of digital twins – in vehicle design and development, factory and supply chain simulations, autonomous driving simulations, etc. In vehicle design and development, digital twins make simulations easier, validate each step of the development in order to predict outcomes, improve performance, and identify possible failures before the product enters the production line.

For instance, in 2019, Continental, a Germany-based automotive parts manufacturing company, entered into a collaboration with a Germany-based start-up, Automotive Artificial Intelligence (AAI), to develop a modular virtual simulation program for its Automated Driver Assistance System (ADAS) application and also invested an undisclosed amount in the company. The virtual simulation program could generate phenomenal vehicle test data of 5,000 miles per hour compared to 6,500 miles of physical test driving per month, reducing both time and costs.

Many leading automotive companies are also looking to utilize this innovative concept in streamlining the entire manufacturing operations. For example, in early 2023, Mercedes-Benz announced that the company is partnering with Nvidia Technologies, a US-based technology company specializing in AI-based hardware and software, to build a digital twin of one of its automotive plants in Germany. Mercedes-Benz is hoping that the digital twin can help them monitor the entire plant and make quick changes in their production processes without interruptions.

General Motors, Volkswagen, and Hyundai use AI for smart manufacturing

Automation processes and industrial robots have been in automotive manufacturing for a long time. However, these systems can perform only programmed routine and repetitive tasks and cannot act on complex real-life scenarios.

The use of AI in automotive manufacturing makes these production processes smarter and more efficient. Some of the applications of AI in manufacturing include forecasting component failures, predicting demand for components and managing inventory, using collaborative robots for heavy material handling, etc.

For instance, General Motors, a US-based automotive manufacturing company, has been using AI-based design strategies since 2018 to manufacture lightweight vehicles. In 2019, the company also deployed an AI-based image classification tool in its robots to detect equipment failures on pilot-level experimentation.

Similarly, a Germany-based luxury car manufacturer, Audi, has been using AI to monitor the quality of spot welds since 2021 and is also planning to use AI in its wheel design process starting in 2023. In 2021, Audi’s parent company, Volkswagen, also invested about US$1 billion to bring technologies such as cloud-based industrial software, intelligent robotics, and AI into its factory operations. With this, the company aims to drive a 30% increase in manufacturing performance in its plants in the USA and Mexico by 2025.

In another instance, South Korean automotive manufacturer Hyundai uses AI to improve the well-being of its employees. In 2018, the company developed wearable robots for its workers, who spend most of their time in assembly lines. These robots can sense the type of work of employees, adjust their motions, and boost load support and mobility, preventing work-related musculoskeletal disorders. Thus, AI is transforming every facet of automobile manufacturing, from designing to improving the well-being of employees.

Companies provide more ADAS features amidst increasing competition

Automated Driver Assistance System (ADAS) is one of the powerful applications of AI in the automotive industry. ADAS are intelligent systems that aim to make driving safer and more efficient. ADAS primarily uses cameras and Lidar (Light Detection and Ranging) sensors to generate a high-resolution 360-degree view of the car and assists the driver or enables cars to take autonomous actions. Demand for ADAS is growing globally due to consumers’ rising preference for luxury, better safety, and comfort. It is estimated that by 2025, ADAS will become a default feature of nearly every new vehicle sold worldwide. ADAS is classified into 6 levels:

Level 0 No automation
Level 1 Driver assistance: the vehicle has at least a single automation system
Level 2 Partial driving automation: the vehicle has more than one automated system; the driver has to be on alert at all times
Level 3 Conditional driving automation: the vehicle has multiple driver assistance functions that control most driving tasks; the driver has to be present to take over if anything goes wrong
Level 4 High driving automation: the vehicle can make decisions itself in most circumstances; the driver has the option to manually control the car
Level 5 Full driving automation: the vehicle can do everything on its own without the presence of a driver

At present, cars from level 0 to level 2 are on the market. To meet the growing competitive edge, several auto manufacturers are adding more automation features to the level 2 type. Companies have also been making significant strides toward developing autonomous vehicles. For instance, auto manufacturers such as Mercedes, BMW, and Hyundai are testing level 3 autonomous vehicles, and Toyota and Honda are testing and trialing level 4 vehicles. This indicates that the future of mobility will be highly automated relying upon technologies such as AI.

Volkswagen and Porsche use AI in automotive marketing and sales

There are various applications of AI in marketing and sales operations – in sales forecasting and planning, personalized marketing, AI-assisted virtual assistants, etc. According to a May 2022 Boston Consulting Group (BCG) report, auto OEMs can gain faster returns with lower investments by deploying AI in their marketing and sales operations.

Some automotive companies have already started to deploy AI in sales and marketing. For instance, since 2019, Volkswagen has been leveraging AI to create precise market forecasts based on certain variables and uses the data for its sales planning. Similarly, in 2021, a Germany-based luxury car manufacturer, Porsche, launched an AI tool that suggests various vehicle options and their prices based on the customer’s preferences.

Automakers integrate AI-assisted voice assistants into cars

Cars nowadays are not only perceived as a means of transportation, but consumers also expect sophisticated features, convenience, comfort, and an enriching experience during their journey. AI enhances every aspect of the cockpit and deploys personalized infotainment systems that learn from user preferences and habits over time. Many automakers are integrating AI-based voice assistants to help drivers navigate through traffic, change the temperature, make calls, play their favorite music, and more.

For instance, in 2018, Mercedes-Benz introduced the Mercedes Benz User Experience (MBUX) voice-assisted infotainment system, which gets activated with the keyword “Hey Mercedes”. Amazon, Apple, and Google are also planning to get carmakers to integrate their technologies into in-car infotainment systems. It is expected that 90% of new vehicles sold globally will have voice assistants by 2028.

Integration and technological challenges hamper the adoption of AI

The adoption of AI in the automotive industry is still at a nascent stage. Several OEM manufacturers in the automotive industry are leveraging various AI solutions only at the pilot level, and scaling up is slow due to the various challenges associated with AI.

At the technology level, the creation of AI algorithms remains the main challenge, requiring extensive training of neural networks that rely on large data sets. Organizations lack the skills and expertise in AI-related tools to successfully build and test AI models, which is time-consuming and expensive. AI technology also uses a variety of high-priced advanced sensors and microprocessors, thus hindering the technology from being economically feasible.

Moreover, AI acts more or less like a black box, and it remains difficult to determine how AI models make decisions. This obscurity remains a big problem, especially for autonomous vehicles.

At the organizational level, integration challenges make it difficult to implement the technology with existing infrastructure, tools, and systems. Lack of knowledge of selecting and investing in the right AI application and lack of information on potential economic returns are other biggest organizational hurdles.

EOS Perspective

The applications of AI in the automotive industry are broad, and many are yet to be envisioned. There has been an upswing in the number of automotive AI patents since 2015, with an average of 3,700 patents granted every year. It is evident that many disrupting high-value automotive applications of AI are likely to be deployed in the coming decade. Automotive organizations are bolstering their AI skills and capabilities by investing in AI-led start-ups. These companies together already invested about US$11.2 billion in these startups from 2014 to 2019.

There is also an increase in the hiring pattern of AI-related roles in the industry. Many automotive industry leaders are optimistic that AI technology can bring significant economic and operational benefits to their businesses. AI can turn out to be a powerful steering wheel to drive growth in the industry. The future of many industries will be digital, and so will be for the automotive sector. Hence, for automotive businesses that are yet to make strides toward this digital transformation, it is better to get into this trend before it gets too late to keep up with the competition.

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Morocco’s Auto Industry Is in Full Gear

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Over the past few years, Morocco has established itself as a leading manufacturing hub for automobiles in Africa, surpassing South Africa as the biggest exporter of passenger cars on the continent. The North African country is well-placed geographically as well as economically (thanks to the African Continent Free Trade Agreement) to export cars to European markets, especially France, Spain, Germany, and Italy. While the market continues to grow and gain importance among auto manufacturers, it is to be seen if it can disrupt Asian auto manufacturing hubs in the future.

With the capacity to produce over 700,000 vehicles per year and employing about 220,000 people in the sector, Morocco has gained mass appeal as a leading automotive manufacturing hub in the African region. Several international auto manufacturers, such as Renault, Peugeot, and Volkswagen have set up units in Morocco and have been growing their exports from the market. The Moroccan government signed 25 separate trade agreements with several auto and auto parts manufacturers across the EU and the USA and this is estimated to drive the Moroccan automobile market to be worth US$22 billion by 2026. Moreover, the government has stated that it wants to reach a production capacity of 1 million vehicles by 2025.

Investments

Several companies have established presence in Morocco as a cost-effective gateway to the European markets, the largest of them in terms of production numbers being Renault. Renault was the first global auto manufacturer to enter Morocco in 2012 and has plants in Tangier and Somaca (Casablanca). The plants have a respective capacity of about 400,000 vehicles and 85,000 vehicles annually. The automaker has already exported more than 1 million vehicles from its Morocco plants and has further signed agreements with the Moroccan government to expand auto production in the country.

French automaker Peugeot (Group PSA) is another major automobile manufacturer in this country. In 2019, Peugeot opened a US$600 million plant in Kenitra, north of Rabat, which produces the Peugeot 208 at a capacity of 200,000 vehicles annually.

Other carmakers operating in Morocco include Volkswagen, which shut down its plant in Algeria in 2019 and moved it to Morocco. In a similar move, in 2021, Korean automobile giant, Hyundai, decided to suspend its production in Algeria and move it to Morocco, cementing Morocco’s position as the go-to manufacturing hub for automobiles in North Africa.

In addition to the presence of several leading car manufacturers, the country also houses a large number of parts manufacturers and has successfully leveraged backward integration. An American player, Lear, operates 11 production sites here for the production of automotive seating and electrical systems. Similarly, Chinese aluminum automotive parts manufacturer, Citic Dicastal, set up two plants in the Kentira region for the production of six million aluminum rims annually that it aims to supply to the Peugeot plant. In addition, auto part companies such as France-based Valeo, US-based Varroc Lighting Systems, and Japan-based Yazaki and Sumitomo also established presence in Morocco.

Morocco’s Auto Industry Is in Full Gear by EOS Intelligence

Apart from large international parts manufacturers, the country also houses several local players that support and provide parts to the automobile giants. The government has been promoting partnering with local suppliers to provide a boost to the domestic industry. In 2021, Morocco’s leading automobile manufacturer, Renault, entered into a strategic agreement with the government to increase local sourcing to US$2.9 billion by 2025 (from 2023 forecast of US$1.7 billion) and increase local integration to 80%, up from 2023 forecast of 65%.

While Morocco continues to cement its place as a leading auto manufacturing hub in Africa, it is simultaneously aiming to position itself as a preferred hub for EV and EV component production. In 2017, the government signed a deal with a Chinese electric automobile manufacturer, BYD Auto, to build a new plant in the Tangier region. The plant will be spread over 50-hectare and will employ about 2,500 personnel. However, its opening is facing delays and no date of completion has been announced yet.

In October 2021, a leading EV manufacturer, Tesla, deployed its first two supercharger stations in Morocco, marking its first foray into the African continent. While the EV giant has not announced its formal entry to the market yet, usually deploying supercharging stations and service centers has been its first step in entering a market.

In addition to this, in 2021, STMicroelectronics, an EV chip producer announced that it was set to open a new Tesla-dedicated EV chip production line at its facility in Bouskoura, Morocco, following a win of a contract with Tesla. Following this, STMicroelectronics also signed a strategic cooperation agreement with Renault to supply electric and hybrid vehicle advanced semiconductors for Renault’s Dacia Spring EVs range, starting 2026. While currently the Dacia Spring EV model is produced in China, chip production in Morocco raises prospects of the current electric model or any future models to be manufactured in Morocco, especially for the European market. This places Morocco in a strategic position to also become a leader in EV manufacturing in the African subcontinent.

Government initiative

While Morocco has a strong geographic advantage, given its proximity to several European countries that makes it an ideal export market, political stability is another factor contributing to the sectors growth. The Moroccan government offers a single window outlet at its Ministry of Industry and Trade, which makes it much easier for international players to do business as compared with other countries that are more bureaucratic and complex in their dealings. Moreover, the government is known to be consistent with their policies, which is critical for auto manufacturers looking to make long term investments.

The government has made tremendous efforts and investments in developing Morocco into a global auto manufacturing hub. Morocco has about 60 free trade agreements with Europe, the USA, Turkey, and the UAE, a fact that facilitates easy trade and exports.

In addition, the Moroccan government provides several tax benefits to companies setting up manufacturing units in the country. It offers zero tax for the first five years and 15% tax for the subsequent years. Moreover, it provides full exemption on value added tax and a 15-year exemption on business and occupation tax.

Apart from fiscal benefits, it has also constantly invested in infrastructure to ensure smooth operations with regards to both manufacturing and transportation. In 2015, the government allocated US$7.8 billion towards development of infrastructure including roads, airports, etc.

Moreover, in 2018, the government inaugurated the US$4 billion Al-Boraq high-speed rail line linking the two key auto manufacturing hubs, Casablanca and Tangier. The Al-Boraq line is also linked to the Tanger Med port, which is a key port for all exports to Europe. The Tanger Med port has also become the largest port in the Mediterranean region post its phase II development in 2019. The port now has a capacity of 9 million twenty-foot equivalent units, surpassing Spain’s Algeciras and Valencia ports in capacity. The development and expansion of the rail link and the ports have facilitated smooth export from Moroccan manufacturing plants to European markets.

Furthermore, the government also facilitates staff training through the creation of the Automotive Industry Training Institutes (Instituts de Formation aux Métiers de l’Industrie Automobile (IFMIA)). The training support centers address recruiting and competency development needs of companies operating in the sector. While three of the centers are managed by the Moroccan Automotive Industry and Trade Association (AMICA) at Casablanca, Kenitra, and Tangiers, the fourth center is run by Renault and is located at Renault’s Mellousa plant. The Moroccan government provided about US$10 million for the construction of the Renault training center, which has more than 5,000 students (about 4,200 of them work for Renault). This way the government provides comprehensive and all-encompassing support to the sector, which in turn is expected to permeate to the development of the local vendors and suppliers as well.

Other than this, Morocco enjoys the obvious advantage of low cost labor (although this is something common to the entire African region). The cost of labor in Morocco is about US$1.5 per hour, which is about one-fourth of that in Spain and much lower than many East European nations. Since companies such as Renault produce their entry level cars in Morocco, labor constitutes a high portion of the overall costs.

EOS Perspective

With strong political support, advantageous geographical location, and low labor costs, Morocco seems to have all the right ingredients for a booming auto industry. The sector has been witnessing exponential growth over the past few years and has already overtaken South Africa as the largest automobile manufacturer in Africa.

While the industry currently caters to the manufacturing of low cost models, it is also slowly creating a niche space for itself in the EV market, which is considered the future of the automobile sector. Moreover, the sector is creating an entire automobile ecosystem by encouraging and promoting backward integration, especially through the participation of local auto part suppliers and vendors.

There is clearly no contention that the North Africa is the leader in the automobile space in the region, however, it is still a long way before the region is a serious competitor in the global auto export market to countries such as China, India, Korea, or Mexico, which are global leaders. A lot will depend on how it manages to develop competencies beyond cheap labor and supportive policies, especially with regards to attracting premium and luxury models. While it has the potential, it will be difficult to displace leading hubs that are already competent in the space.

Fuel cell technology
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China Accelerates on the Fuel Cell Technology Front

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For the past decade, China has been on the forefront of the New Energy Vehicles (NEVs) revolution. Although most of its focus has been on battery-powered electric vehicles (BEVs), the government has recently also begun to put its financial might behind hydrogen fuel cells for vehicles. Unlike battery-powered vehicles that need regular and long-periods of charging (therefore are more suitable for personal-use vehicles), hydrogen fueled vehicles do not need frequent refueling and their refueling is quick. This makes them ideal for long-distance buses, taxis, and long-haul transport. However, the existing infrastructure to support fuel cell-powered cars is limited. Thus, despite having inherent benefits over electric vehicles (especially in case of commercial vehicles), fuel cell vehicles fight an uphill battle to build a market for themselves in China, owing to the challenges in acceptability, infrastructure availability, and sheer economies of scale.

Over the last decade, the Chinese government heavily backed the production and sale of electric vehicles through substantial subsidies, investment in infrastructure, and favorable policies. This resulted in the sector picking up rapidly and reaching 1.2 million vehicles sold in 2018. However, the government has begun to reduce the subsidies provided to the sector and the focus is slowly shifting to fuel cell vehicles.

How do fuel cell vehicles work?

Fuel cell vehicles use hydrogen gas to power their electric motor. Fuel cells are considered somewhat a crossover between battery and conventional engines in their working. Similar to conventional engines, fuel cells generate power by using fuel (i.e. pressurized hydrogen gas) from a fuel tank.

However, unlike traditional internal-combustion engines, a fuel cell does not burn the hydrogen, but instead it is chemically fused with oxygen from the air to make water. This process, which is in turn similar to what happens in a battery, creates electricity, which is used to power the electric motor.

Thus, while fuel cell vehicles are electric vehicles (since they are solely powered by electricity), they are similar to conventional vehicles with regards to their range, refueling process, and needs. This makes them ideal for long-haul commercial vehicles.

Chinese government bets big on fuel cell vehicles

Under China’s 13th Five-Year Plan, the government has laid out a Fuel Cell Technology Roadmap, in which it aims to operate over 1,000 hydrogen refueling stations by 2030, with at least 50% of all hydrogen production to be obtained from renewable resources. In addition, it has set a target for the sale of 1 million fuel cell vehicles by 2030.

To achieve these ambitious targets, the Chinese government plans to roll-out a program similar to its 2009 program – Ten Cities, Thousand Vehicles, which promoted the development and sale of battery electric vehicles and hybrid vehicles. It currently plans to promote fuel cell vehicles in Beijing, Shanghai, and Chengdu. Considering the vast success garnered by this program, it is likely that the government will also be successful in achieving similar targets for fuel cells.

Moreover, while the government is phasing out subsidies for BEVs, it is continuing them for fuel cells. As per the government guidelines issued in June 2018, US$32,000 purchase subsidy is available for fuel cell passenger vehicles, while US$48,000-US$70,000 purchase subsidies are available for fuel cell buses and trucks. However, for the buses to receive subsidy, they are required to drive a minimum of 200,000 km in a year.

While the government is phasing out subsidies for BEVs, it is continuing them for fuel cells. As per the government guidelines issued in June 2018, US$32,000 purchase subsidy is available for fuel cell passenger vehicles, while US$48,000-US$70,000 purchase subsidies are available for fuel cell buses and trucks.

Moreover, the government also provides subsidy for the development of hydrogen refueling stations. A funding of US$0.62 million is available for hydrogen refueling stations having a minimum of 200kg capacity.

In addition to these national subsidies, state-wise subsidies are also available for several regions such as Guangdong, Wuhan, Hainan, Shandong, Tianjin, Henan, Foshan, and Dalian. Local subsidies differ from region to region and are given as a ratio of the national subsidy. For instance, it equals 1:1 in Wuhan, while it is 1:0.3 in Henan province. On the other hand, local or state subsidies are cancelled for BEVs (except buses).

Apart from subsidies given to fuel cell infrastructure and vehicle manufacturers, the price of hydrogen is also heavily subsidized, making it cheaper than diesel in many cases.

China’s fuel cell vehicle market picks up steam

The government’s backing and subsidies have stirred interest of several international players towards China’s fuel cell vehicle market. Considering its success and dominance of the BEV market, these players are placing their bets on China achieving similar volumes and success in the fuel cell sphere.

Chinese companies have also begun to invest heavily in fuel cell technology companies globally. In May, 2018, Weichai Power, a Chinese leading automobile and equipment manufacturer, purchased a 20% stake in UK-based solid oxide fuel cell producer, Ceres Power. Similarly, in August 2018, Weichai Power entered into a strategic partnership with Canada-based fuel cell and clean energy solutions provider, Ballard Power Systems. As part of the strategic partnership, the company purchased 19.9% stake in Ballard Power Systems for US$163.3 million. In addition, they entered into a JV to support China’s Fuel Cell Electric Vehicle market, in which Ballard holds 49% ownership. Through this partnership, Weichai aims to build and supply about 2,000 fuel cell modules for commercial vehicles (that use Ballard’s technology) by 2021.

China Accelerates on the Fuel Cell Technology Front - EOS Intelligence

Global leader in industrial gases, Air Liquide, has also partnered with companies in China to be a part of the fuel cell movement. In November 2018, the company entered into an agreement with Sichuan Houpu Excellent Hydrogen Energy Technology, a wholly-owned affiliate of Chengdu Huaqi Houpu Holding (HOUPU), to develop, manufacture, and commercialize hydrogen stations for fuel cell vehicles in China. In January 2019, the company also partnered with Yankuang Group, a Chinese state-owned energy company, to develop hydrogen energy infrastructure in China’s Shandong province to support fuel cell vehicles in that region.

Another global player, Nuvera Fuel Cells (US-based fuel cell power solutions provider) has also engaged with local companies to foster growth in China’s fuel cell vehicle market. In August 2018, the company entered into an agreement with Zhejiang Runfeng Hydrogen Engine Ltd. (ZHRE), a subsidiary of Zhejiang Runfeng Energy Group based in Hangzhou. Under the agreement, Nuvera will provide a product license to ZHRE to manufacture the company’s 45kW fuel cell engines for sale in China. While the fuel cells will be initially manufactured in Massachusetts, it is expected that they will be locally manufactured by 2020.

In December 2018, the company signed another agreement with the government of Fuyang, a district in Hangzhou (in Zhejiang province), to start manufacturing fuel cell stacks locally in 2019. The agreement also includes an investment by Nuvera to establish a production facility in Fuyang region. These fuel cell stacks will be used to power zero-emissions heavy duty vehicles (such as delivery vans and transit buses), which comprise 10% of on-road vehicle fleet, but account for 50% fuel consumption.

In addition to the fuel cell energy producers, global car manufactures have also shifted their attention to fuel cell vehicles market in China. In October 2018, Korean car manufacturer, Hyundai, entered into a MoU with Beijing-Tsinghua Industrial R&D Institute (BTIRDI) to jointly establish a ‘Hydrogen Energy Fund’. The fund aims to raise US$100 million from leading venture capital firms across the globe to spur investments in the hydrogen-powered vehicle value chain. This agreement will help the Korean automobile manufacturer identify and act upon new hydrogen-related business opportunities in China and will eventually help pave the way for Hyundai Motors to make a foray into the Chinese fuel cell vehicle market in the future.

A bumpy road ahead for fuel cell vehicles

While the industry players are working along with the government to meet the ambitious targets set by the latter, fuel cell vehicles must overcome several challenges for them to be a realistic alternative to conventional and electric vehicles.

Currently, the infrastructure for fuel cell vehicles is by far insufficient. More so, it is extremely costly to develop, costing about US$2 million to build a refueling station with a capacity of about 1,000 kg/day. While the government is investing heavily in developing hydrogen refueling stations (for instance, China Energy, China’s largest power company, has been building one of China’s largest hydrogen refueling stations in Rugao City, Jiangsu Province), it requires long term partnerships and investments from private and global players to meet its own targets. Until an adequate number of refueling stations is constructed, especially on highway routes (facilitating truck and bus transportation), fuel cell vehicles will remain in a sphere of concept rather than commercial and mass use.

Another challenge faced by the industry is that hydrogen, the main fuel, is also considered to be highly hazardous, and storing and transporting it is currently difficult. Moreover, it is difficult to convince customers to purchase hydrogen-powered vehicles because of this perceived notion of hydrogen being unsafe. In addition to providing subsidies and incentives for building fuel cell vehicles, the government must also invest in marketing campaigns and enact policies that raise awareness about hydrogen in fuel cell vehicles as a safe and green energy.

In addition to providing subsidies and incentives for building fuel cell vehicles, the government must also invest in marketing campaigns and enact policies that raise awareness about hydrogen in fuel cell vehicles as a safe and green energy.

A lot of new technologies are also being explored to further make transporting and storing hydrogen safer. A German company, Hydrogenious Technologies, has developed a carrier oil that can carry hydrogen in a safe manner. This oil is non-toxic and non-explosive and thus makes transporting, storing, and refueling hydrogen safe. Moreover, using hydrogen mixed with this carrier oil to refuel fuel cell cars follows a similar refueling process as that of a conventional car, with one cubic meter of the oil carrying about 57kg hydrogen, which in turn is expected to give a car a driving range of 5,700km. However, the carrier oil is still in its nascent stage of development and would take time and resources to gain commercial applicability.

However, one of the largest challenges that fuel cell vehicles face is direct competition from battery electric vehicles. BEVs have a 10-year head start over fuel cell vehicles whether it comes to government support, technological development, infrastructure, or acceptability. Moreover, BEVs are cheaper both in terms of cars price and cost of running, which is an important factor for consumers. In addition, BEV players are constantly working towards reducing charging time and increasing driving range. Since both are green technologies, it is likely that the consumer prefers the one which has now proven to be a successful alternative to conventional vehicles in terms of pricing and supporting infrastructure. Although higher subsidies for fuel cell vehicles may help bridge the gap, it is yet to be seen if fuel cell cars will be able to give stiff competition to their green counterparts.

EOS Perspective

There is no doubt that the Chinese government intends to throw its weight behind the fuel cell technology for automobiles. In 2018 alone, the central and local governments spent a total of US$12.4 billion in supporting fuel cell vehicles. This has helped attract the attention of several local and international companies that want a share of this growing market.

It also helps that hydrogen as a fuel has several benefits when compared with battery power, the key advantages being short refueling time and long driving range. Moreover, some consider hydrogen to be a cleaner fuel when compared with battery power as the electricity required to create hydrogen (which is created by pumping electricity into water to split it into hydrogen and oxygen) can be derived from renewable sources from China’s northern region, which are currently going to waste.

Despite these inherent benefits, it will be difficult for fuel cell vehicles to catch up with battery-powered vehicles as the latter have significantly advanced over the past decade (leaving fuel cell vehicles behind).

Moreover, China’s model of promoting green energy is yet to pass its ultimate test, i.e., to sustain and flourish without government support. Since the government has now begun to phase out its support to BEVs, it is to be seen if the large group of domestic electric vehicle makers can survive in the long run or the market will face significant consolidation along with slower growth. Thus it becomes extremely critical for the Chinese government and companies in this sector to understand the feasibility of the market post the subsidy phase. Fuel cell vehicle market should take advantage of learning from the experience of battery powered vehicles sector, which was the pioneer of alternatives to conventional combustion vehicles.

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Turkey – When Being ‘The Gateway to Europe’ Wasn’t Good Enough

As with several emerging markets, Turkey’s automotive market slowed down in 2012. The ongoing crisis in Europe limited export opportunities (declined by 8% y-o-y) while domestic economic woes drove vehicles sales down (by 10% y-o-y). Although this came as a setback to the industry, which recorded strong growth during 2009-2011, the industry has bounced back as sales rebounded in the first two months of 2013.

In the last few years, Turkey, to the surprise of many industry experts, has emerged as an attractive automotive production destination. Several international OEMs, such as Ford, Hyundai, Toyota, Renault and Fiat, have set up production units in Turkey, largely to cater to growing domestic demand and as an export hub to Europe. At the same time, leading automotive OEM, Volkswagen, which has a significant presence in Turkey, remains an exception – Volkswagen does not have any plans to establish production capability in Turkey, and this has led Turkey’s Economy Minister to threaten the company with a 10% tax on the company’s imports.

The emergence of Turkey as an automotive production hub has primarily been driven by government incentives and subsidies to this sector. At the turn of 2013, the Turkish government announced incentives to encourage investment in the automotive industry as it targets USD75 billion in automotive exports over the next decade. Salient features of the incentives are as follows:

  • The investment scheme is an extension of a programme launched in 2009 and will offer tax breaks of up to 60% for new investments, up from 30% in 2012

  • Projects eligible under the latest revision include vehicle investments of more than USD170 million, engine investments of more than USD43 million and spare parts projects of more than USD11.3 million

  • Incentives in the lowest band include VAT and customs rebates, employee cost contributions and subsidies on land purchases

Turkey’s path to success as a preferred destination for manufacturing and as a growing automotive market has not been easy. There are several challenges facing the industry that have the potential to severely impact growth and expansion of the sector.

The Challenges

  • Overdependence on Europe for Exports – In 2012, Europe accounted for 70% of Turkey’s automotive exports and the country suffered in 2012 due to weak demand from the continent. As an immediate step to curb the impact of the ongoing Euro crisis, automotive OEMs are expected to shift focus towards the Middle East and North Africa to reduce its dependence on the unstable European markets.

  • High Taxation – Special consumption tax and VAT raise the domestic purchase price of a vehicle in Turkey to 60-100% of the pre-tax price. For instance, the price of a Ford Focus 1.6 Trend without tax is EUR15,259 in Germany whereas the same vehicle costs EUR11,000 in Turkey. While the German government imposes a 16% tax, making the final price of the car EUR17,700, the Turkish government imposes a tax of 64.6% making the price EUR18,132. In this context, if Turkey becomes a full member of the EU, it will acquire a larger share of the European market because of lower price before taxation. Turkey also has a higher tax on luxury cars compared with the EU while tax on gas is also one of the highest in the world.

  • Resistance from Labour Unions in the EU – Labour unions in EU are against the transfer of automotive production to Turkey while some car producers prefer to move to other emerging economies such as China and India which have experienced rapid growth in productivity.


While automotive OEMs face several constraints in the Turkish market, the opportunities seem to outweigh the challenges. Using Turkey as a production hub to cater to regions beyond Europe, such as Middle-East and North Africa is a potentially significant opportunity for automotive OEMs. At the same time, booming domestic demand should continue driving growth of players such as Volkswagen, General Motors, Ford, Hyundai, Renault and Fiat.

Even though 2012 temporarily put the brakes on rapid expansion, the Turkish automotive industry is expected to remain an attractive destination for manufacturing and a promising market for sales.
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Part I of the series – Mexico – The Next Automotive Production Powerhouse?
Part II of the series – Indonesia – Is The Consecutive Years Of Record Sales For Real Or Is It The Storm Before The Lull?
Part III of the series – South Korea – At the Crossroads!

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