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Engine control system including feed-forward neural network controller

机译:包括前馈神经网络控制器的发动机控制系统

摘要

An automotive internal combustion engine combusts an air/fuel mixture to generate a drive torque. An engine control unit (ECU) determines a torque request to output a fuel request signal indicative of an amount of the fuel to inject into a cylinder of the engine. The ECU includes neural network controller installed with a neural network to generate a fuel setpoint signal based on the torque request and to define a combustion model of the engine. The neural network generates a start of injection (SOI) signal indicating a start time at which to inject the fuel based a crankshaft angle. The ECU further outputs the fuel request signal based on the fuel setpoint and the SOI. A fuel injector injects the fuel into the cylinder based on the fuel request signal to generate the drive torque indicated by the torque request.
机译:汽车内燃发动机燃烧空气/燃料混合物以产生驱动扭矩。发动机控制单元(ECU)确定扭矩请求,以输出指示将要喷射到发动机汽缸中的燃料量的燃料请求信号。 ECU包括安装有神经网络的神经网络控制器,以基于扭矩请求生成燃料设定点信号并定义发动机的燃烧模型。神经网络生成一个开始喷射(SOI)信号,该信号表示根据曲轴角度喷射燃料的开始时间。 ECU还基于燃料设定点和SOI输出燃料请求信号。燃料喷射器基于燃料请求信号将燃料喷射到气缸中以产生由转矩请求指示的驱动转矩。

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