Hybrid Vehicle’s Real World Fuel Economy Development by Machine Learning of Behavior Pattern

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  • 行動パターン学習によるハイブリッド車の燃費向上技術
  • コウドウ パターン ガクシュウ ニ ヨル ハイブリッドシャ ノ ネンピ コウジョウ ギジュツ

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Thermal management technology to improve fuel economy is required for Hybrid vehicle during warm-up in winter. A predictive thermal management control method was developed in this study. Based on predicted long term parking location by vehicle usage, this study developed a method to manage simultaneous vehicle warm-up and battery charging. Tested winter fuel economy was improved and long term parking locations could be predicted with high accuracy with this control.

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