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Optimal reactive power dispatch in transmission networks

Optimal reactive power dispatch in transmission networks

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This chapter presents the applications of hybrid PSOGSA algorithm and hybrid GSA-SQP algorithm to the ORPD problem. Performances of the algorithms for the ORPD problem are studied and evaluated on standard IEEE 30-bus and IEEE-118 test systems. The simulation results are compared with those of other metaheuristic optimization algorithms reported in the literature recently. In addition, a critical analysis of the ORPD results is also presented.

Chapter Contents:

  • 7.1 Introduction
  • 7.2 Problem formulation
  • 7.3 ORPD using hybrid PSOGSA
  • 7.3.1 Overview of PSOGSA
  • 7.3.1.1 Particle swarm optimization
  • 7.3.1.2 Gravitational search algorithm
  • 7.3.1.3 Hybridization of PSO and GSA
  • 7.3.2 Application of PSOGSA to the ORPD problem
  • 7.3.3 Simulation results of PSOGSA
  • 7.3.3.1 IEEE 30-bus test system
  • 7.3.3.2 Critical analysis of the results for IEEE 30-bus test system
  • 7.3.3.3 IEEE 118-bus test system
  • 7.3.3.4 Critical analysis of the results for IEEE 118-bus test system
  • 7.4 ORPD using hybrid GSA–SQP algorithm
  • 7.4.1 Application of hybrid GSA–SQP to the ORPD problem
  • 7.4.2 Simulation results of hybrid GSA–SQP
  • 7.5 Educational program package
  • 7.6 Conclusion
  • References

Inspec keywords: reactive power; load dispatching; transmission networks; particle swarm optimisation; search problems

Other keywords: hybrid PSO-GSA algorithm; transmission networks; sequential programming algorithm; particle swarm optimization; optimal reactive power dispatch; metaheuristic optimization algorithms; IEEE-118 test systems; IEEE 30-bus test systems; ORPD problem; hybrid GSA-SQP algorithm; gravitational search algorithm

Subjects: Power system management, operation and economics; Power transmission, distribution and supply; Optimisation techniques; Combinatorial mathematics

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