基于NSGA‑Ⅱ的高频融冰电源参数优化设计
作者:
作者单位:

(1.长沙理工大学电气与信息工程学院,湖南 长沙,410114;2.长沙理工大学城南学院,湖南 长沙 410014)

作者简介:

通讯作者:

汤 赐(1978—),男,博士,副教授,主要从事电力电子技术在电能质量等方面的研究;E?mail: tangci2679@126.com

中图分类号:

TM726

基金项目:

国家自然科学基金资助项目(51977013);长沙理工大学研究生科研创新项目(CXCLY2022081,CX2121SS50)


Optimized design of high frequency ice melting power supply parameters based on NSGA‑Ⅱ
Author:
Affiliation:

(1.College of Electrical and Information Engineering, Changsha University of Science & Technology, Changsha 410014, China; 2.Chengnan College, Changsha University of Science & Technology, Changsha 410014, China)

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    摘要:

    输电线路覆冰事故在中国冬季时常发生,基于介质损耗与集肤效应的高频融冰方法在发热方面比传统交直流融冰有着显著的优势。针对高频高压在线融冰时电源频率、电压设计问题,提出一种基于NSGA?Ⅱ的高频在线融冰电源参数的多目标优化设计方法。首先,基于均匀传输线理论,建立了高频激励下的覆冰导线的等效传输线电路模型;其次,从工程实际出发,结合高频在线融冰的热平衡原理,推导得到高频在线融冰目标函数及约束条件;再次,通过NSGA?Ⅱ算法求解得到该多目标问题的Pareto最优解集,并根据优劣解距离法?(technique for order preference by similarity to an ideal solution,TOPSIS)法选择融冰电源参数;最后,利用COMSOL软件,基于有限元方法进行仿真验证。仿真结果验证该文融冰模型的正确性及所选参数的有效性。

    Abstract:

    Transmission line ice-covering accidents occur frequently in winter in China, and the high-frequency ice-melting method based on dielectric loss and skin effect has significant advantages over traditional AC-DC ice-melting heat generation. Aiming at the design problems of frequency and voltage of ice melting power supply in high frequency and high voltage online ice melting, a NSGA-Ⅱ based high-frequency ice melting power supply parameters design method considering line constraints is proposed. Firstly, based on the uniform transmission line theory, the equivalent transmission line circuit model of the ice-covered wire is established; secondly, from the engineering reality and combined with the principle of high frequency online ice melting heat balance, derive the high frequency ice melt objective function and constraints; the NSGA-Ⅱ algorithm is then used to obtain the Pareto optimal solution set and to select the ice melt power parameters according to the TOPSIS method; finally, simulations using comsol based finite element methods were used to verify the correctness of the ice melt model and the validity of the parameters selected in this paper.

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杜 涵,汤 赐,罗 敏,等.基于NSGA‑Ⅱ的高频融冰电源参数优化设计[J].电力科学与技术学报,2024,39(5):36-45,57.
DU Han, TANG Ci, LUO Min, et al. Optimized design of high frequency ice melting power supply parameters based on NSGA‑Ⅱ[J]. Journal of Electric Power Science and Technology,2024,39(5):36-45,57.

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  • 在线发布日期: 2024-12-02
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