Optimal Active and Reactive Power Dispatch for Power System using AI - Brossura

Goyal, Govind Rai; Mehta, H. D.

 
9786207488483: Optimal Active and Reactive Power Dispatch for Power System using AI
Brossura
ISBN 10: 6207488482 ISBN 13: 9786207488483
Casa editrice: LAP LAMBERT Academic Publishing, 2024

Sinossi

In this book, an optimal active and reactive power dispatch problem is solved using swarm-intelligence based, bio-inspired algorithms. A new approach using cuckoo search (CS) algorithm is proposed for solving optimal power flow (OPF) problem by optimal setting of control variables. The standard objective functions pertaining to optimal active & reactive power flow, viz. Minimization of total cost of generation and active power loss. Cuckoo search is a bio-inspired algorithm, based on brooding behavior of cuckoo birds. This algorithm can search for a global solution using multiple paths. The simulation results of the proposed approach are compared to other swarm intelligence technique i.e. Modified particle swarm optimization (MPSO). Problem is tested on standard IEEE 30-bus 6 generator system. The power flow equations and load balance equation are considered as equality constraints. The performance analysis of this OPF problem using the cuckoo search algorithm is carried out by checking various combinations of values of the associated parameters. Effectiveness of proposed approach is also tested for a multi-objective problem.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6207488482
ISBN 13 
9786207488483
Rilegatura
Copertina flessibile
Numero di pagine
88
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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