[1]江岳文,钱佳琦.基于改进蚁群算法的专用输电工程电气设备优化选型[J].郑州大学学报(工学版),2016,37(04):15-19.[doi:10.13705/j.issn.1671-6833.2016.04.004]
　Jiang Yuewen,Qian Jiaqi.The Optimum Selection of Electrical Equipment Types for Specialized Transmission Project Based on Improved Ant Colony Optimization Algorithm[J].Journal of Zhengzhou University (Engineering Science),2016,37(04):15-19.[doi:10.13705/j.issn.1671-6833.2016.04.004]
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基于改进蚁群算法的专用输电工程电气设备优化选型()
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《郑州大学学报(工学版)》[ISSN:1671-6833/CN:41-1339/T]

卷:
37卷
期数:
2016年04期
页码:
15-19
栏目:
出版日期:
2016-08-31

文章信息/Info

Title:
The Optimum Selection of Electrical Equipment Types for Specialized Transmission Project Based on Improved Ant Colony Optimization Algorithm
作者:
江岳文; 钱佳琦
福州大学电气工程与自动化学院,福建福州,350108
Author(s):
School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, Fujian, 350108
关键词:
Keywords:
DOI:
10.13705/j.issn.1671-6833.2016.04.004
文献标志码:
A
摘要:
针对专用输电工程的建设现状,采用优化方法选择输电工程的主要电气设备如高压断路器、输电线路、变压器等,建立考虑一次性投资、年运行维护费用和停电损失费用的优化模型,并利用优化模型从众多符合技术参数要求的电气设备中选择成本效益最大化的投资方案,该方案兼顾经济性与可靠性,使得年综合运行费用最低.然后采用蚁群算法求解,针对该算法寻优较慢的缺点,利用改进的邻域蚂蚁“标兵”学习算法进行寻优,最后通过对居民专用输电工程算例的计算与分析,表明该模型和算法的有效性.
Abstract:
In response to the current construction status of specialized transmission projects, optimization methods are adopted to select the main electrical equipment of the transmission project, such as high-voltage circuit breakers, transmission lines, transformers, etc. An optimization model is established that considers one-time investment, annual operation and maintenance costs, and power outage losses. The optimization model is used to select the most cost-effective investment plan from a large number of electrical equipment that meet the technical parameter requirements. This plan takes into account both economy and reliability, To minimize the annual comprehensive operating cost, an ant colony algorithm was used to solve the problem. In response to the slow optimization speed of the algorithm, an improved neighborhood ant "benchmark" learning algorithm was used for optimization. Finally, the effectiveness of the model and algorithm was demonstrated through calculation and analysis of a residential dedicated transmission project example
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