genetic algorithm based control system
A Comparative Study of Intelligent Control System Tuning Methods for an Evaporator based on Genetic Algorithm
... for genetic algorithm toolbox [27] is applied on our case to obtain the optimized parameters for the evaporator control ...to control parameters, trial and error and also considering the ...
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ADAPTIVE NEURO-FUZZY BASED INFERENCE SYSTEM FOR LOAD FREQUENCY CONTROL OF HYDROTHERMAL SYSTEM UNDER DEREGULATED ENVIRONMENT
... best control performance over a wide range of operating ...keep system performance near its optimum, it is desirable to track the operating conditions and use updated parameters to compute the ...
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Genetic Algorithm Based PI Controller for Frequency Control of an Autonomous Hybrid Generation System
... hybrid system studies proportional plus integral (PI) controller is used to regulate the output powers from distributed generation system to achieve power balance condition due to sudden variations in ...
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Fuzzy-Genetic Algorithm-Based Direct Power Control Strategy for DFIG
... various control methods have been proposed for ...power control (DPC) offers many advantages include: fast dynamic response, simplicity in calculations, and robustness against machine parameter mismatches ...
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Adaptive On-line Genetic Algorithm Based PD Iterative Control for PUMA560
... Learning Control (ILC) method was proposed by Arimoto et al in 1984 which successfully established the ILC framework in the control systems community by defining the principles that underlie “learning ...
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Wireless Sensor Network Factor Information Control Based on Genetic Algorithm
... networks. Based on directional sensing model ， the algorithm used the virtual potential field to make the sensor nodes shift positions and change directions automatically in monitoring ...service ...
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Optimal Design of Fractional Sliding Mode Control Based on Multi-Objective Genetic Algorithm for a Two-Link Flexible Manipulator
... automatic control, and some of them are: Fractional systems in the context of feedback control (Zinober 1989), fractional PID controller (Hamamci 2007), and issues related to parameters selection using the ...
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Set point tracking of Ball and Beam System Using Genetic Algorithm based PI-PD Controller
... beam system has been used to study and analyze the stability control of many control engineering problems ...beam system comprises of ball, beam, gear, motor and position ...beam system ...
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A Multi-Objective Genetic Algorithm Based PID Controller for Load Frequency Control of Power Systems
... “I” control parameters are usually tuned; it is incapable of obtaining good dynamic performance for various load and system ...frequency control. As stated in some literature [2], some control ...
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Fuzzy Logic Driven Sliding Mode Controller for Boiler Water Level Control
... mode control design solutions [1]. Sliding mode control methodology has been very widely applied in applications like electric drives, position control of DC motor, isothermal chemical process ...
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Power System Stability of Cordinated Voltage Controlling In Electric Power System
... preventive control. A simple Genetic Algorithm is an iterative procedure, which maintains a constant size population P of candidate ...three genetic operators (reproduction, crossover, and ...
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Genetic Algorithm Based Pole Placement Controller for A CSC Based STATCOM
... of control system has been of interest for the researchers since along ...The control system parameters are considered as the genes of one chromosome and a random population is generated from ...
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Using The Genetic Algorithm, Security Enhancement of Aircraft Landing Control System
... technique based on the mechanisms of natural selection and ...The algorithm is repeated for many generations and finally stops when get an optimal ...
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A Comparison of PID Controller Tuning Methods for Three Tank Level Process
... efficient control of the process ...and Genetic Algorithms (GAs) have been suggested for optimum setting of PID controller ...of Genetic algorithm based PID controller is compared with ...
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GENETIC ALGORITHM BASED PARAMETER TUNING OF PID CONTROLLER FOR COMPOSITION CONTROL SYSTEM
... Composition control system is discussed in this paper in which the PID controller is tuned using Genetic Algorithm & Ziegler-Nichols Tuning ...tuning. Genetic Algorithm (GA) ...
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Improvement of Text Dependent Speaker Identification System Using Neuro-Genetic Hybrid Algorithm in Office Environmental Conditions
... Neuro- Genetic hybrid algorithm based text-dependent speaker identification ...hybrid system. Therefore, this proposed system can be used in various security and access control ...
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IntelliDyLBA: A Load Balance Scheme for MPLS Networks with Genetic Algorithm Based Auto-Learning and Fuzzy Logic Techniques
... the genetic algorithm based optimization routine is ...fuzzy control system to converge to an optimal behavior that reflects the network’s current ...
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A Method for System Order Reduction based on Genetic Algorithm and FFT
... Both of these operations permit the parameter space to be more effectively explored. The whole process is iterated for many generations where the candidate solutions can be seen to evolve and, hopefully, converge towards ...
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Genetic algorithm based PID controller for a two area deregulated power system along with DFIG unit
... The DFIG responds to frequency deviations during transients by using their stored kinetic energy, and cannot act in a permanent system frequency deviation. For this reason, the frequency term X 2 used in ...
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Traffic Light Control System using Genetic Algorithm
... Genetic Algorithm (GA) technology in the traffic control system to provide intelligent green interval responses based on dynamic traffic load inputs, thereby overcoming the ...
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