Review of nuclear power plant control research: Neural network-based methods

Human factors engineering simulated analysis in administrative, operational and maintenance loops of nuclear reactor control unit using artificial intelligence and machine learning techniques

“…In the image caption of Fig. 5 , the iterative conditions are presented [ [44] , [45] , [46] ].

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“…The iterative conditions of the operative loop analysis are presented in the image caption of Fig. 10 [ [44] , [45] , [46] ].

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GK-SPSA-Based Model-Free Method for Performance Optimization of Steam Generator Level Control Systems

“…In real industrial processes, the Steam Generator Level Control System comprises the Steam Generator level process and its Distributed Control System (DCS) [22,23]. The DCS modifies the relevant settings of the controller using externally provided controller parameters and integrates them into the control system.…”

“…The parameter-setting process of the SGLCS is accomplished by modulating the feedwater flow to meet the set requirements for the current SG water level height [22,23].…”

“…The parameter-setting process of the SGLCS is accomplished by modulating the fe water flow to meet the set requirements for the current SG water level height [22,23]. T process of SGLCS parameter setting, which is also the framework for performance op mization, is illustrated in Figure 2.…”