NDLI: Evolutionary programming optimization technique for solving reactive power planning in power system.

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Evolutionary programming optimization technique for solving reactive power planning in power system.

Content Provider	CiteSeerX
Author	Musirin, Ismail Khawa, Titik Rahman, Abdul
Abstract	Abstract:- Evolutionary Programming (EP) optimization technique is recently applied in solving electric power system optimization problems. It is a fraction in the Evolutionary Computation (EC) optimization techniques under the artificial intelligence hierarchy. Optimization is an important issue in power system operation and planning particularly in the area of voltage stability studies. This paper presents transmission loss minimisation using optimal reactive power planning techniques (RPP). The problem involved optimization process; utilizing the ideas of EP to identify the optimal solution for RPP. In this study, EP engine was initially developed to implement the optimisation process considering two RPP procedures, namely optimal reactive power dispatch (ORPD) and optimal transformer tap changer setting (OTTCS). Comparative studies performed in this study aimed to identify the most suitable RPP technique for minimising transmission loss in power system, while maintaining the voltage profiles at reasonable voltage levels and avoiding overcompensating to the system. Repetitive load flow program was implemented for the fitness computation of the EP. Simulation results on a bulk IEEE Reliability System (RTS) are included to demonstrate the effectiveness of the proposed technique. Results indicated that ORPD outperformed OTTCS in minimising the system transmission loss with voltage profiles maintained within the acceptable limit.
File Format	PDF
Access Restriction	Open
Subject Keyword	Power System Evolutionary Programming Optimization Technique Reactive Power Planning Optimization Technique Voltage Profile Optimal Solution Transmission Loss Minimisation Suitable Rpp Technique Transmission Loss Optimal Reactive Power Dispatch Electric Power System Optimization Problem Artificial Intelligence Hierarchy Power System Operation Evolutionary Computation Voltage Stability Study Optimal Reactive Power Planning Technique Rpp Procedure Comparative Study System Transmission Loss Acceptable Limit Optimal Transformer Tap Changer Optimisation Process Evolutionary Programming Optimization Process Repetitive Load Flow Program Bulk Ieee Reliability System Simulation Result Reasonable Voltage Level Important Issue Ep Engine Fitness Computation
Content Type	Text
Resource Type	Article

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