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ECONOMIC DISPATCH SOLUTION CONSIDERING PROHIBITED ZONE & RAMP RATE LIMITS ASSISTED BY MINE BLAST & modified BBO algorithm

引用

电机工程学刊 2020年第5期27卷 197-208页

作者： Deblina Maity Sumit Banerjee Chandan Kumar Chanda

The article presents a new optimization technique Mine Blast algorithm (MBA) and modified biogeography based optimization algorithm to solve economic load dispatch problem with considering non-linear constraints like valve point loading effect, ramp rate limit, prohibited zone etc. The main objective of economic load dispatch problem is to obtain optimal power allocation meeting load demand satisfying constraints where fuel cost will be minimized. Although the conventional BBO approaches have some drawbacks such as obtaining hasty convergence characteristics (i.e., exploration problem), not capable for getting nearest optimal points (i.e., exploitation problem), and crisis of proper mechanism to treat the constraints (i.e., constraint handling problem). To overcome this modified BBO has been proposed in this article. Another newly proposed algorithm is based on mine bomb explosion concept. This technique searches for the global optimum. It based on distance and direction of shrapnel species. The effectiveness of the proposed algorithms have been verified on four different test systems with equality and inequality constraints. Compared with the other existing techniques demonstrates the superiority of the proposed algorithms.

关键词： Mine blast algorithm modified biogeography based optimization algorithm valve point loading effect economic load dispatch prohibited operating zone

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