Nuclear Engineering and Technology · 2018 · 55 citations · 27 references
Control StrategyPid ControllerEngineeringReactor DesignProcess ControlSystems EngineeringReactor PhysicsPlant-wide ControlControl DesignParticle Swarm OptimizationGain TuningNuclear Reactor DesignOptimized Proportional–integral–derivative ControllerPid ControlHybrid Optimization TechniqueNuclear Reactor OperationController TuningNuclear Reactors
Various controllers such as proportional–integral–derivative (PID) controllers have been designed and optimized for load-following issues in nuclear reactors. To achieve high performance, gain tuning is of great importance in PID controllers. In this work, gains of a PID controller are optimized for power-level control of a typical pressurized water reactor using particle swarm optimization (PSO) algorithm. The point kinetic is used as a reactor power model. In PSO, the objective (cost) function defined by decision variables including overshoot, settling time, and stabilization time (stability condition) must be minimized (optimized). Stability condition is guaranteed by Lyapunov synthesis. The simulation results demonstrated good stability and high performance of the closed-loop PSO–PID controller to response power demand.
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Riccardo Poli, James Kennedy, Tim Blackwell · Swarm Intelligence · 2007 · 21.3K citations
Firefly Algorithm, Intelligent Optimization, Particle Swarm Optimization +1
A modified particle swarm optimizer
Yibing Shi, R.C. Eberhart · 2002 · 10K citations