Generalization of Electric Vehicles' Battery Cell Models with Machine Learning
Battery cells are the core of any electric vehicles (EV). It is important to get theaccurate value of different characteristics in a battery cell for safety and lifetime concern.And Two machine learning methods, support vector machine for regression(SVR) and multilayer perceptron (MLP) were introduc...
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| Format: | Others |
| Language: | English |
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KTH, Skolan för elektroteknik och datavetenskap (EECS)
2019
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| Online Access: | http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-266108 |