MODEL-BASED MACHINE LEARING CONTROL SYSTEM AND METHOD FOR TUNING POWER PRODUCTION EMISSIONS

    公开(公告)号:US20190056702A1

    公开(公告)日:2019-02-21

    申请号:US15682334

    申请日:2017-08-21

    Abstract: A model-based control system comprises a processor. The processor is configured to select a desired parameter of a machinery configured to produce power and to output emissions, and to select an emissions model configured to use the desired parameter as input and to output an emissions parameter. The processor is further configured to continuously tune the emissions model during operations of the machinery via a tuning system to derive a setpoint, and to adjust the setpoint by applying a tuning bias, wherein the tuning bias is continuously updated via segmented linear regression. The processor is additionally configured to control one or more actuators coupled to the machinery based on the adjusted setpoint.

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