Design on Universal Circuit Breaker via Improved Gray Wolf Optimization Algorithm
Joint Authors
Xia, Kewen
Dai, Shuidong
Shi, Lili
Xie, Min
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-05-27
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Miniaturization design of the universal circuit breaker is very necessary, but it is not enough to consider only the miniaturization in the design but also consider the energy consumption and breaking capacity of the universal circuit breaker.
To this end, a comprehensive optimization design method in this paper is proposed and studied.
Firstly, based on the analysis of the universal circuit breaker miniaturization model, combines with the universal circuit breaker’s low energy consumption model and high-segmentation model, a comprehensive optimization model for designing universal circuit breakers is constructed.
Secondly, for the comprehensive model solution, an improved gray wolf optimization (GWO) algorithm is proposed, that is, a “cloud model” is introduced to balance the local search and global search capabilities to improve the convergence speed; also, a weight strategy is introduced to avoid falling into the local minimum, and simulations of typical test functions show that the improved algorithm is superior to other algorithms.
Finally, the improved gray wolf optimization algorithm is applied to the comprehensive optimization design of universal circuit breakers.
The experimental results show that the proposed comprehensive design method is feasible and improves the design accuracy and efficiency of the universal circuit breaker.
American Psychological Association (APA)
Dai, Shuidong& Xia, Kewen& Shi, Lili& Xie, Min. 2020. Design on Universal Circuit Breaker via Improved Gray Wolf Optimization Algorithm. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1200855
Modern Language Association (MLA)
Dai, Shuidong…[et al.]. Design on Universal Circuit Breaker via Improved Gray Wolf Optimization Algorithm. Mathematical Problems in Engineering No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1200855
American Medical Association (AMA)
Dai, Shuidong& Xia, Kewen& Shi, Lili& Xie, Min. Design on Universal Circuit Breaker via Improved Gray Wolf Optimization Algorithm. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1200855
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1200855