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Model-free Adaptive with Human-simulated Intelligent Control and its Application in Super-heated Steam Temperature System

机译:仿人智能控制的无模型自适应及其在过热蒸汽温度系统中的应用

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The super-heated temperature system is a typical element with high-order inertia process in thermal power plant. Especially in case of load changing, the parameters show obvious time-varying, uncertain and nonlinear property, which markedly reduces the quality of the traditional PID cascade control. MFAC is an advanced control strategy with exellent self-turn and robustness. However, the drawback of MFAC are low response speed and couldn''t overcome extraneous disturbance. MFA with human-simulated intelligent control(HSIC) is therefore being presented. Characteristic information of dynamic process is used to heuristic and instinct inference in HSIC, and modifying the penalty factor in MFAC continuously. MFAC is used precise control directly. Simulation results show the feasibility and effectiveness of the HIS-MFA control in super-heated temperature system.
机译:过热温度系统是火电厂高阶惯性过程的典型组成部分。特别是在负载变化的情况下,这些参数表现出明显的时变,不确定和非线性特性,这明显降低了传统PID级联控制的质量。 MFAC是一种先进的控制策略,具有出色的自转向能力和鲁棒性。但是,MFAC的缺点是响应速度低,无法克服外部干扰。因此,正在提出带有人体模拟智能控制(HSIC)的MFA。动态过程的特征信息被用于HSIC中的启发式和本能推理,并不断修改MFAC中的惩罚因子。 MFAC直接用于精确控制。仿真结果表明了HIS-MFA控制在过热温度系统中的可行性和有效性。

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