{"product_id":"9783658369910","title":"Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart","description":"\u003ch1\u003eWissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart\u003c\/h1\u003e \u003ch2\u003eShen, Tunan\u003c\/h2\u003e \u003cp\u003eTunan Shen aims to increase the availability of powertrain systems for autonomous electric vehicles by improving the diagnostic capability for critical faults. Following the fault analysis of powertrain systems in battery electric vehicles, the focus is on the electrical and mechanical faults of the electric machine. A multi-level diagnostic approach is proposed, which consists of multiple diagnostic models, such as a physical model, a data-based anomaly detection model, and a neural network model. To improve the overall diagnostic capability, a decision making function is designed to derive a comprehensive decision from the predictions of various operating points and different models.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer Vieweg\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-03-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783658369910\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-658-36992-7\u003c\/p\u003e \u003cp\u003eDimensions: 210cm x148cm\u003c\/p\u003e \u003cp\u003ePages: 120\u003c\/p\u003e ","brand":"Springer Fachmedien Wiesbaden","offers":[{"title":"Default Title","offer_id":44499724927116,"sku":"9783658369910","price":116.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783658369910.jpg?v=1775840430","url":"https:\/\/lateknightbooks.com\/products\/9783658369910","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}