A novel sufficient bio-inspired optimisation method based on modified krill herd algorithm to solve the economic load dispatch

作者：Kavousi Fard Abdollah; Akbari Zadeh Mohammad Reza; Dehghan Bahram; Kavousi Fard Farzaneh

来源：International Journal of Bio-Inspired Computation, 2014, 6(6): 416-423.

DOI：10.1504/IJBIC.2014.066973

• modified krill herd algorithm
• MKH algorithm
• non-convex objective
• practical economic dispatch
• practical ED

Economic dispatch (ED) is a noteworthy and valuable plan in the power grids for providing balance between the load and generation in a commercial manner. Actually, the practical ED is a non-convex nonlinear optimisation problem with some equality and inequality limits. Mathematically, the practical ED entails a prevailing solver to find the optimal solution. In this way, this article proposes a new bio-inspired algorithm called krill herd (KH) to resolve the practical ED problem incorporating different types of constraints such as valve-loading effects, prohibited operating zone, spinning reserve and multi-fuel option. In order to improve the overall search skill of the algorithm, a new modification method based on Levy Flight motion and crossover operator is employed. The proposed modified KH (MKH) algorithm is examined on three test systems to validate its satisfying performance.

• 出版日期2014