Strategies for Autonomous, Connected and Smart Mobility in the Automotive Industry. A Comparative Analysis of BMW Group and Tesla Motors Inc.

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Publisher : GRIN Verlag
ISBN 13 : 3668412855
Total Pages : 87 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Strategies for Autonomous, Connected and Smart Mobility in the Automotive Industry. A Comparative Analysis of BMW Group and Tesla Motors Inc. by : Andreas Kauerhof

Download or read book Strategies for Autonomous, Connected and Smart Mobility in the Automotive Industry. A Comparative Analysis of BMW Group and Tesla Motors Inc. written by Andreas Kauerhof and published by GRIN Verlag. This book was released on 2017-03-09 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2017 in the subject Business economics - Offline Marketing and Online Marketing, grade: 1,3, University of applied sciences, Munich, language: English, abstract: The automotive industry is facing the biggest changes in its more than 100 years of existence. At the end of this decade, the first electric vehicle is going to enter the mass market that can compete on product features, comfort and price with the internal combustion engines. People keep moving into urban areas. The requirements toward future mobility increase. Some countries already decided to prefer electric vehicles to conventional cars. Profits will shift to other markets or segments. Incumbents must align their current strategies to keep their market share in the future and participate in future profit pools of the automotive industry. BMW and Tesla have different strategic approaches to the upcoming changes in the industry. BMW, as many other OEMs, is aware of future challenges and disruptive forces and has much more resources to manage the required investments in R&D than smaller start-ups. However, disruptive forces come from lower functionality and low-cost products that are usually overlooked by dominant firms in an industry. This research analyzes the two automotive companies BMW and Tesla by using the common strategy analysis tools. First, the firms’ external environment is analyzed by using the PESTEL analysis, describing relevant trends that affect the strategic decision of the two companies. An industry overview with future projections is provided. Secondly, an internal analysis is performed. SWOT analysis and the VRIO framework form the basis to define the strengths, weaknesses, unique recourses and capabilities of BMW and Tesla. The conclusion provides an overall discussion of the most important findings emerging from the analysis with regard to the business operations and the existing business models of the two car manufacturers. Furthermore, important implications for the adaption and adjustment processes are discussed.

Automotive Disruption and the Urban Mobility Revolution

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Publisher : Springer Nature
ISBN 13 : 3030900363
Total Pages : 170 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Automotive Disruption and the Urban Mobility Revolution by : Martin Lempp

Download or read book Automotive Disruption and the Urban Mobility Revolution written by Martin Lempp and published by Springer Nature. This book was released on 2022-01-01 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an integrated perspective of the automotive market for the next decade. It shows how customers and producers are shaping the market simultaneously and contends that the first steps of the mobility revolution have already been taken. It compels automotive companies to strike new paths to participate in this journey. The authors provide a comprehensive analysis of the automotive industry, including prevailing business models of OEMs and 'tier-n' automotive suppliers, the competitive environment they are embedded in as well as socio-economic changes affecting future market conditions. Subsequently, elements of the automotive disruption are presented; these enable the provision of novel urban mobility concepts and offer a new source for additional services accompanying the user. A comprehensive insight into consumer behavior, potential automotive business models which can be sustained by 2030, smart city models, transformation strategies, and diverse market penetration scenarios are also provided in the book. It also outlines the challenges and key actions that shape the automotive sector even beyond 2030 as well as knock-on effects across different industries arising from the technological and economic changes in the automotive market are projected.

Connected and Autonomous Vehicles in Smart Cities

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Publisher : CRC Press
ISBN 13 : 1000258971
Total Pages : 517 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Connected and Autonomous Vehicles in Smart Cities by : Hussein T. Mouftah

Download or read book Connected and Autonomous Vehicles in Smart Cities written by Hussein T. Mouftah and published by CRC Press. This book was released on 2020-12-17 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive coverage of the five fundamental yet intertwined pillars paving the road towards the future of connected autonomous electric vehicles and smart cities. The connectivity pillar covers all the latest advancements and various technologies on vehicle-to-everything (V2X) communications/networking and vehicular cloud computing, with special emphasis on their role towards vehicle autonomy and smart cities applications. On the other hand, the autonomy track focuses on the different efforts to improve vehicle spatiotemporal perception of its surroundings using multiple sensors and different perception technologies. Since most of CAVs are expected to run on electric power, studies on their electrification technologies, satisfaction of their charging demands, interactions with the grid, and the reliance of these components on their connectivity and autonomy, is the third pillar that this book covers. On the smart services side, the book highlights the game-changing roles CAV will play in future mobility services and intelligent transportation systems. The book also details the ground-breaking directions exploiting CAVs in broad spectrum of smart cities applications. Example of such revolutionary applications are autonomous mobility on-demand services with integration to public transit, smart homes, and buildings. The fifth and final pillar involves the illustration of security mechanisms, innovative business models, market opportunities, and societal/economic impacts resulting from the soon-to-be-deployed CAVs. This book contains an archival collection of top quality, cutting-edge and multidisciplinary research on connected autonomous electric vehicles and smart cities. The book is an authoritative reference for smart city decision makers, automotive manufacturers, utility operators, smart-mobility service providers, telecom operators, communications engineers, power engineers, vehicle charging providers, university professors, researchers, and students who would like to learn more about the advances in CAEVs connectivity, autonomy, electrification, security, and integration into smart cities and intelligent transportation systems.

Guide to Automotive Connectivity and Cybersecurity

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Publisher : Springer
ISBN 13 : 3319735128
Total Pages : 645 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Guide to Automotive Connectivity and Cybersecurity by : Dietmar P.F. Möller

Download or read book Guide to Automotive Connectivity and Cybersecurity written by Dietmar P.F. Möller and published by Springer. This book was released on 2019-04-03 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive text/reference presents an in-depth review of the state of the art of automotive connectivity and cybersecurity with regard to trends, technologies, innovations, and applications. The text describes the challenges of the global automotive market, clearly showing where the multitude of innovative activities fit within the overall effort of cutting-edge automotive innovations, and provides an ideal framework for understanding the complexity of automotive connectivity and cybersecurity. Topics and features: discusses the automotive market, automotive research and development, and automotive electrical/electronic and software technology; examines connected cars and autonomous vehicles, and methodological approaches to cybersecurity to avoid cyber-attacks against vehicles; provides an overview on the automotive industry that introduces the trends driving the automotive industry towards smart mobility and autonomous driving; reviews automotive research and development, offering background on the complexity involved in developing new vehicle models; describes the technologies essential for the evolution of connected cars, such as cyber-physical systems and the Internet of Things; presents case studies on Car2Go and car sharing, car hailing and ridesharing, connected parking, and advanced driver assistance systems; includes review questions and exercises at the end of each chapter. The insights offered by this practical guide will be of great value to graduate students, academic researchers and professionals in industry seeking to learn about the advanced methodologies in automotive connectivity and cybersecurity.

Internet of Things in Autonomous Car Industry. An Overview

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Publisher : GRIN Verlag
ISBN 13 : 3346342220
Total Pages : 8 pages
Book Rating : 4.3/5 (463 download)

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Book Synopsis Internet of Things in Autonomous Car Industry. An Overview by : Juhyuk Park

Download or read book Internet of Things in Autonomous Car Industry. An Overview written by Juhyuk Park and published by GRIN Verlag. This book was released on 2021-02-09 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic Paper from the year 2018 in the subject Computer Sciences - Internet of Things, IOT, grade: A, Columbia Universität New York, language: English, abstract: This short paper discusses the appearance of IoT in the car industry. Therefor a brief history of autonomous cars is given. The origin of IoT usage within vehicle industry date back in early 1958, where the idea of the self-driving car became prominent. It was not until 1995 during the embedded era that different auto companies started exploring the connectivity aspect of the car and the roads, for instance, GM OnStar. But the idea was never implemented because of its capital-intensive involvement, lack of competition and use cases at the time. The first experience of true IoT was seen during infotainment era which ranges from 2007 to 2012. During this era, the car technology such as Ford Sync and GM Mylink took advantage of wireless connectivity aspect which was enabled by the wireless IoT technology. It was at this time the IoT usage in connecting autonomous car through smart cities and different car networks became prevalent.

Mobility-as-a-Service

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Publisher : Springer Nature
ISBN 13 : 3030755908
Total Pages : 135 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Mobility-as-a-Service by : Malte Ackermann

Download or read book Mobility-as-a-Service written by Malte Ackermann and published by Springer Nature. This book was released on 2021-07-05 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of mobility-as-a-service and the disruption of the automotive industry are both overlapping and fuelled by the same developments and thus raise a very fundamental question: are we at peak car? Based on the author’s extensive field research, academic study, and professional experience, this book explores this very question as well as the underlying social, economic, generational, and regulatory changes that lead to a new mobility regime. Through rich descriptions of established OEMs and mobility start-ups, it discusses the current forms of mobility and the promise of autonomous technology. It further explores the strategic dimension of these developments so as to navigate and succeed within the disruptive and ever-changing environment of mobility services.

Smart Automotive Mobility

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Publisher : Springer Nature
ISBN 13 : 3030451313
Total Pages : 346 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Smart Automotive Mobility by : Gerrit Meixner

Download or read book Smart Automotive Mobility written by Gerrit Meixner and published by Springer Nature. This book was released on 2020-09-16 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on smart results in the field of smart automotive mobility concentrating on (semi-)autonomous cars. The results are based on 5 recently finished public-funded research projects with a budget of over 15 million Euro. Providing insights into the next generation of personalized mobility on the road the authors discuss personalized, adaptive cooperative systems for highly automated cars and how they can be developed in a human-centered way. Furthermore, the book reports on a cooperative driver-vehicle interaction. How can the driver and the vehicle support each other? What are their best skills and how can they benefit from each other? It also gives novel insights on intuitive steering gestures on the steering wheel which initiate maneuvers to be executed by the automation, and to be supervised by, influenced or interrupted by the driver. The book finishes with information on a cooperative laser beam system which improves the communication between the different road participants to optimize the road safety of tomorrow. Smart Automotive Mobility: Reliable Technology for the Mobile Human is an ideal source for researchers, students and practitioners working in the area of intelligent systems for the automotive industry. It gives valuable and condensed information from multi-million Euro research projects funded by the German Federal Ministry of Education and Research.

Autonomous, Connected, Electric and Shared Vehicles

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Publisher : SAE International
ISBN 13 : 1468603477
Total Pages : 213 pages
Book Rating : 4.4/5 (686 download)

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Book Synopsis Autonomous, Connected, Electric and Shared Vehicles by : UMAR ZAKIR ABDUL HAMID

Download or read book Autonomous, Connected, Electric and Shared Vehicles written by UMAR ZAKIR ABDUL HAMID and published by SAE International. This book was released on 2022-10-28 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are at the beginning of the next major disruptive cycle caused by computing. In transportation, the term Autonomous, Connected, Electric, and Shared (ACES) has been coined to represent the enormous innovations enabled by underlying electronics technology. The benefits of ACES vehicles range from improved safety, reduced congestion, and lower stress for car occupants to social inclusion, lower emissions, and better road utilization due to optimal integration of private and public transport. ACES is creating a new automotive and industrial ecosystem that will disrupt not only the technical development of transportation but also the management and supply chain of the industry. Disruptions caused by ACES are prompted by not only technology but also by a shift from a traditional to a software-based mindset, embodied by the arrival of a new generation of automotive industry workforce. In Autonomous, Connected, Electric and Shared Vehicles: Disrupting the Automotive and Mobility Sectors, Umar Zakir Abdul Hamid provides an overview of ACES technology for cross-disciplinary audiences, including researchers, academics, and automotive professionals. Hamid bridges the gap among the book's varied audiences, exploring the development and deployment of ACES vehicles and the disruptions, challenges, and potential benefits of this new technology. Topics covered include: • Recent trends and progress stimulating ACES growth and development • ACES vehicle overview • Automotive and mobility industry disruptions caused by ACES • Challenges of ACES implementation • Potential benefits of the ACES ecosystem While market introduction of ACES vehicles that are fully automated and capable of unsupervised driving in an unstructured environment is still a long-term goal, the future of mobility will be ACES, and the transportation industry must prepare for this transition. Autonomous, Connected, Electric and Shared Vehicles is a necessary resource for anyone interested in the successful and reliable implementation of ACES. "ACES are destined to be a game changers on the roads, altering the face of mobility." Daniel Watzenig, Professor Graz University of Technology, Austria

Measuring Innovation in the Autonomous Vehicle Technology

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Publisher : WIPO
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4./5 ( download)

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Book Synopsis Measuring Innovation in the Autonomous Vehicle Technology by : Maryam Zehtabchi

Download or read book Measuring Innovation in the Autonomous Vehicle Technology written by Maryam Zehtabchi and published by WIPO. This book was released on 2019-11-08 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automotive industry is going through a technological shock. Multiple intertwined technological advances (autonomous vehicle, connect vehicles and mobility-as-a-Service) are creating new rules for an industry that had not changed its way of doing business for almost a century. Key players from the tech and traditional automobile sectors – although with different incentives – are pooling resources to realize the goal of self-driving cars. AV innovation by auto and tech companies’ innovation is still largely home based, however, there is some shifting geography at the margin. AV and other related technologies are broadening the automotive innovation landscape, with several IT-focused hotspots – which traditionally were not at the center of automotive innovation – gaining prominence.

Smart Mobility – Connecting Everyone

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Publisher : Springer
ISBN 13 : 3658156228
Total Pages : 293 pages
Book Rating : 4.6/5 (581 download)

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Book Synopsis Smart Mobility – Connecting Everyone by : Barbara Flügge

Download or read book Smart Mobility – Connecting Everyone written by Barbara Flügge and published by Springer. This book was released on 2017-04-03 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of various aspects of mobility and transportation to be smart and seamless. It provides basic principles and trends of smart mobility as well as international examples. The topic of this work is especially interesting as the future of human centered and business triggered ecosystems is increasingly dependent on the coordination capabilities of all participating and influencing members to manage transportation needs. Even more the fulfillment of the right to mobility for individual and cargo related mobility asks for mobility enablement in a predictive, digital and intermodal manner. Therefore, this book is useful not only for decision makers in several positions but also for people who are interested in trends of transportation and mobility.

The Mobility Diaries

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Publisher : SAE International
ISBN 13 : 1468604104
Total Pages : 255 pages
Book Rating : 4.4/5 (686 download)

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Book Synopsis The Mobility Diaries by : Sven Beiker

Download or read book The Mobility Diaries written by Sven Beiker and published by SAE International. This book was released on 2022-09-21 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: With well over 25 years of experience, Sven Beiker is widely regarded as the mobility expert in Silicon Valley specializing in future trends for the automotive and mobility industries including autonomous driving, connectivity, electrification, and shared mobility. In The Mobility Diaries: Connecting the Milestones of Innovation Leading to ACES, he opens up his personal diary regarding his take on 50 years of mobility innovation and history interwoven with his experiences from 1978 to 2018. From the Foreword by Reilly P. Brennan: “Understanding how transportation itself evolved requires a unique prism. The core components of vehicles today have stories and engineering journeys worth their own telling, and that is what is so exciting about the way we can learn about them in this text. Dr. Beiker’s curriculum vitae, from BMW to Stanford University to McKinsey, are a compendium of experiences that created this unique historical and biographical book.” “Sven and I are kindred spirits in the mobility world. His view on the evolution of mobility and technology illustrates why Detroit and Silicon Valley need one another.” Carla Bailo, Former President and CEO, Center for Automotive Research

Intelligent System Solutions for Auto Mobility and Beyond

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Publisher : Springer Nature
ISBN 13 : 3030658716
Total Pages : 270 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Intelligent System Solutions for Auto Mobility and Beyond by : Carolin Zachäus

Download or read book Intelligent System Solutions for Auto Mobility and Beyond written by Carolin Zachäus and published by Springer Nature. This book was released on 2020-12-10 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers papers from the 23rd International Forum on Advanced Microsystems for Automotive Applications (AMAA 2020) held online from Berlin, Germany, on May 26-27, 2020. Focusing on intelligent system solutions for auto mobility and beyond, it discusses in detail innovations and technologies enabling electrification, automation and diversification, as well as strategies for a better integration of vehicles into the networks of traffic, data and power. Further, the book addresses other relevant topics, including the role of human factors and safety issues in automated driving, solutions for shared mobility, as well as automated bus transport in rural areas. Implications of current circumstances, such as those generated by climate change, on the future development of auto mobility, are also analysed, providing researchers, practitioners and policy makers with an authoritative snapshot of the state-of-the-art, and a source of inspiration for future developments and collaborations.

Towards Connected and Autonomous Vehicle Highways

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Publisher : Springer Nature
ISBN 13 : 3030660427
Total Pages : 345 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Towards Connected and Autonomous Vehicle Highways by : Umar Zakir Abdul Hamid

Download or read book Towards Connected and Autonomous Vehicle Highways written by Umar Zakir Abdul Hamid and published by Springer Nature. This book was released on 2021-06-17 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines comprehensive multi-angle discussions on fully connected and automated vehicle highway implementation. It covers the current progress of the works towards autonomous vehicle highway development, which encompasses the discussion on the technical, social, and policy as well as security aspects of Connected and Autonomous Vehicles (CAV) topics. This, in return, will be beneficial to a vast amount of readers who are interested in the topics of CAV, Automated Highway and Smart City, among many others. Topics include, but are not limited to, Autonomous Vehicle in the Smart City, Automated Highway, Smart-Cities Transportation, Mobility as a Service, Intelligent Transportation Systems, Data Management of Connected and Autonomous Vehicle, Autonomous Trucks, and Autonomous Freight Transportation. Brings together contributions discussing the latest research in full automated highway implementation; Discusses topics such as autonomous vehicles, intelligent transportation systems, and smart highways; Features contributions from researchers, academics, and professionals from a broad perspective.

Autonomous Vehicles and Future Mobility

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Publisher : Elsevier
ISBN 13 : 0128176970
Total Pages : 177 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Autonomous Vehicles and Future Mobility by : Pierluigi Coppola

Download or read book Autonomous Vehicles and Future Mobility written by Pierluigi Coppola and published by Elsevier. This book was released on 2019-06-14 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autonomous Vehicles and Future Mobility presents novel methods for examining the long-term effects on individuals, society, and on the environment for a wide range of forthcoming transport scenarios, such as self-driving vehicles, workplace mobility plans, demand responsive transport analysis, mobility as a service, multi-source transport data provision, and door-to-door mobility. With the development and realization of new mobility options comes change in long-term travel behavior and transport policy. This book addresses these impacts, considering such key areas as the attitude of users towards new services, the consequences of introducing new mobility forms, the impacts of changing work related trips, and more. By examining and contextualizing innovative transport solutions in this rapidly evolving field, the book provides insights into the current implementation of these potentially sustainable solutions. It will serve as a resource of general guidelines and best practices for researchers, professionals and policymakers. Covers hot topics, including travel behavior change, autonomous vehicle impacts, intelligent solutions, mobility planning, mobility as a service, sustainable solutions, and more Examines up-to-date models and applications using novel technologies Contains contributions from leading scholars around the globe Includes case studies with the latest research results

Competitor Assessment. the Electric Vehicle Industry. Tesla's Strategic Focus Lies on Establishing Its Brand in the Mass Automotive Market

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Author :
Publisher : Grin Publishing
ISBN 13 : 9783668466265
Total Pages : 16 pages
Book Rating : 4.4/5 (662 download)

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Book Synopsis Competitor Assessment. the Electric Vehicle Industry. Tesla's Strategic Focus Lies on Establishing Its Brand in the Mass Automotive Market by : Dennis Schindeldecker

Download or read book Competitor Assessment. the Electric Vehicle Industry. Tesla's Strategic Focus Lies on Establishing Its Brand in the Mass Automotive Market written by Dennis Schindeldecker and published by Grin Publishing. This book was released on 2017-07-14 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2016 in the subject Business economics - Business Management, Corporate Governance, grade: 1,0, Post University, course: Competitive Intelligence, language: English, abstract: The overall electric vehicle industry has grown significantly in the last five years. One of many reasons for that was the introduction of Teslas first electric vehicle in 2009 with a strong differentiation strategy. Tesla is now focused on its entry into the mass automotive market. To achieve that, the company is committed to invest heavily in its production capacity and model line-up, most recently with the introduction of Model 3. Tesla's competitive advantages for this strategic goal include a superior electric vehicle technology and recharging infrastructure, brand recognition, a first mover market position, and a strong network of strategic partnerships. However, since the company entered the industry in the premium sport and luxury sedan vehicle niche segment, it has a resource disadvantage in regards to know-how, large-scale manufacturing processes and model line-up when it comes to the mass automotive market. Additionally, the company is relying on an overall growth of the EV demand, technological improvements and a high number of customer referrals in the near future. There is a large number of existing premium manufacturers in this space, several of which already enjoy major manufacturing and economies of scale advantages that will make this endeavor highly costly and risky. However, the combination of Tesla's competitive advantages and aggressive marketing could result in the capture and sustainment of a significant percentage of market shares in the mass automotive segment.

Autonomous Driving Changes the Future

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Publisher : Springer Nature
ISBN 13 : 981156728X
Total Pages : 316 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Autonomous Driving Changes the Future by : Zhanxiang Chai

Download or read book Autonomous Driving Changes the Future written by Zhanxiang Chai and published by Springer Nature. This book was released on 2020-07-22 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically discusses the development of autonomous driving, describing the related history, technological advances, infrastructure, social impacts, international competition, China’s opportunities and challenges, and possible future scenarios. This popular science book uses straightforward language and includes quotes from ancient Chinese poems to enhance the reading experience. The discussions are supplemented by theoretical elaborations, presented in tables and figures. The book is intended for auto fans, upper undergraduate and graduate students in the field of automotive engineering.

Autonomous Vehicles

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Publisher : Springer Nature
ISBN 13 : 9811592551
Total Pages : 229 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Autonomous Vehicles by : Steven Van Uytsel

Download or read book Autonomous Vehicles written by Steven Van Uytsel and published by Springer Nature. This book was released on 2020-12-21 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book aims to address challenges facing the deployment of autonomous vehicles. Autonomous vehicles were predicted to hit the road by 2017. Even though a high degree of automation may have been achieved, vehicles that can drive autonomously under all circumstances are not yet commercially available, and the predictions have been adjusted. Now, experts even say that we are still decades away from fully autonomous vehicles. In this volume, the authors form a multidisciplinary team of experts to discuss some of the reasons behind this delay. The focus is on three areas: business, technology, and law. The authors discuss how the traditional car manufacturers have to devote numerous resources to the development of a new business model, in which the sole manufacturing of vehicles may no longer be sufficient. In addition, the book seeks to introduce how technological challenges are creating a shift toward connected autonomous vehicles. Further, it provides insight into how regulators are responding to the insufficiently tested technology and how lawyers try to answer the liability question for accidents with these autonomous vehicles.