发明名称 |
Adaptive control strategy and method for optimizing hybrid electric vehicles |
摘要 |
This invention relates a control strategy for a hybrid electric vehicle having an electric motor, a battery and an internal combustion engine. The control strategy improves fuel economy and reduces emissions while providing sufficient acceleration over a varying set of driving conditions through an adaptive control unit with an artificial neural network. The artificial neural network is trained on a pre-processed training set based on the highest fuel economies of multiple control strategies and multiple driving profiles. Training the artificial neural network includes a training algorithm and a learning algorithm. The invention also includes a method of operating a hybrid electric vehicle with an adaptive control strategy using an artificial neural network.
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申请公布号 |
US7954579(B2) |
申请公布日期 |
2011.06.07 |
申请号 |
US20080025376 |
申请日期 |
2008.02.04 |
申请人 |
ILLINOIS INSTITUTE OF TECHNOLOGY |
发明人 |
RODRIGUEZ FERNANDO;LUKIC SRDJAN M.;EMADI ALI |
分类号 |
B60W10/06;B60W10/08 |
主分类号 |
B60W10/06 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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