{"product_id":"enhanced-machine-learning-and-data-mining-methods-for-analysing-large-hybrid-electric-vehicle-fleets-based-on-load-spectrum-data-9783658203665","title":"Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets Based on Load Spectrum Data","description":"\u003cp\u003e • Author(s): Philipp Bergmeir\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer Vieweg\u003cbr\u003e • BISAC: Automotive\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003ePhilipp Bergmeir works on the development and enhancement of data mining and machine learning methods with the aim of analysing automatically huge amounts of load spectrum data that are recorded for large hybrid electric vehicle fleets. In particular, he presents new approaches for uncovering and describing stress and usage patterns that are related to failures of selected components of the hybrid power-train.\u003cbr\u003e\u003cb\u003eContents\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eClassifying Component Failures of a Vehicle Fleet\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eVisualising Different Kinds of Vehicle Stress and Usage\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eIdentifying Usage and Stress Patterns in a Vehicle Fleet\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eTarget Groups \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eStudents and scientists in the field of automotive engineering and data science\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eEngineers in the automotive industry\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cb\u003ePhilipp Bergmeir\u003c\/b\u003e did a PhD in the doctoral program \"Promotionskolleg HYBRID\" at the Institute for Internal Combustion Engines and Automotive Engineering, University of Stuttgart, in cooperation with the Esslingen University of Applied Sciences and a well-known vehicle manufacturer. Currently, he is working as a data scientist in the automotive industry.\u003cbr\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45277868228759,"sku":"9783658203665","price":5458.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783658203665.webp?v=1769289410","url":"https:\/\/atlanticbooks.com\/products\/enhanced-machine-learning-and-data-mining-methods-for-analysing-large-hybrid-electric-vehicle-fleets-based-on-load-spectrum-data-9783658203665","provider":"Atlantic Books","version":"1.0","type":"link"}