Powertrain development with artificial intelligence : history, work processes, concepts, methods and application examples / Aras Mirfendreski.
Mirfendreski, Aras, author.
2022
TL240 .M5713 2022
Available Online

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Title Powertrain development with artificial intelligence : history, work processes, concepts, methods and application examples / Aras Mirfendreski.
Author Mirfendreski, Aras, author.
Uniform Title Künstliche Intelligenz für die Entwicklung von Antriben. English
ISBN 9783662638637 (electronic bk.)
3662638630 (electronic bk.)
9783662638620
3662638622
DOI https://doi.org/10.1007/978-3-662-63863-7
Published Berlin : Springer, [2022]
Copyright ©2022
Language English
Language Note Translated from German.
Description 1 online resource : illustrations (chiefly color)
Item Number 10.1007/978-3-662-63863-7 doi
Call Number TL240 .M5713 2022
Dewey Decimal Classification 629.2028/563
Summary The variety of future powertrain concepts has drastically increased the development cost for automotive manufactures. Profitable investment requires a significantly leaner and efficient powertrain development process. Traditional methods of test and model based development need to be assisted by big data and data analytics. For this purpose, a valuable tool is available at the right time - artificial intelligence (AI). But what does AI really mean in a narrower sense? What concepts lie behind it? And how are the methods and algorithms transferable to powertrain applications? For the first time, this book aims to bridge the gap between automotive engineering and computer science, by illuminating the complexity of current AI concepts and demystifying it for powertrain applications. By elaborating on work processes, it shows how AI could be implemented and how completely novel methods can help us reshape the future of mobility. Target groups: Engineers in the field of powertrain development Engineers & computer scientists in the field of artificial intelligence Development departments of the automotive industry Suppliers, service providers of the automotive industry, IT industry (AI experts, start-ups etc.) Universities and research institutions All interested readers with technical background knowledge The author: Dr. Aras Mirfendreski has developed into an engine-expert throughout the German and international scientific landscape (studied at RWTH Aachen University, doctorate at Audi AG). Through his experience as a powertrain developer at Stuttgart FKFS for various OEMs as well as his activities as a senior program manager at Toyota, his developments always thrive on the transfer of state-of-the-art methods into corporate structures. Today, he serves as Vice President Engine R&D at Aquarius Engines and is also an AI expert, keynote speaker and consultant on artificial intelligence topics.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022).
Available in Other Form Print version: 9783662638620
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Introduction
The Combustion Engine at the Turn of Industrialization
Revolution through Simulation for the development of Powertrains
Big Data for Powertrains- Powertrain development with Artificial Intelligence.

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