pid controller with fuzzy logic regulation  (MathWorks Inc)

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The final optimized parameters of K P /K I /K D .

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques:

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: Observed performance indices for error.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques:

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The comparison of performance indicators under the no-load condition.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques: Comparison

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The comparison of performance indicators under the fixed load condition.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques: Comparison

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The comparison of performance indicators under the variable load condition.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques: Comparison

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The comparison of performance indicators under the speed changes condition.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques: Comparison

Journal: Scientific Reports

Article Title: A novel PID controller for BLDCM speed control using dual fuzzy logic systems with HSA optimization

doi: 10.1038/s41598-022-15487-x

Figure Lengend Snippet: The comparison of performance indicators under different conditions.

Article Snippet: The performance indicators about steady-state, transient, and integral of DFPID-HSA are compared with the deep perceptron neural network optimized fuzzy PID controller(DPNN-FuzzyPID) , the fuzzy logic PID controller optimized by genetic algorithm (GA-PID-FLC) , the fuzzy logic PID controller based on particle swarm optimization (PSO-FuzzyPID) , PID controller with fuzzy logic regulation (FuzzyPID) , and conventional PID controller (PID) by Matlab.

Techniques: Comparison