基于改进免疫算法的超容量用电稽查信息自动更新方法  

Automatic Update Method of Over-capacity Electricity Audit Information Based on Improved Immune Algorithm

作　　者：杨峰 陈锐明 庞伟林 YANG Feng;CHEN Ruiming;PANG Weilin(Foshan Power Supply Bureau of Guangdong Power Grid Co.,Ltd.,Foshan 528000,China)

机构地区：[1]广东电网有限责任公司佛山供电局,广东佛山528000

出　　处：《微型电脑应用》2023年第7期177-180,共4页Microcomputer Applications

摘　　要：为了提升超容量用电稽查的可靠性,保证稽查信息更新的准确性,提出了基于改进免疫算法的超容量用电稽查信息自动更新方法。结合免疫算法构建超容量用电稽查信息自动更新模型,通过新信息插入、新无效信息抗体训练以及特征中心修正等处理过程,实现了信息更新。结合亲和度评价函数和模拟退火算法,改进模型的免疫分析过程,使其更新过程具有自动化属性。实验结果表明,所提出的方法可完成超容量稽查信息的自动更新,更新的准确率为88.6%,误判率仅为6.7%,稽查结果的可靠性极高,能够为超容量用电稽查提供可靠依据。In order to improve the reliability of over-capacity power consumption audit and ensure the accuracy of audit information update,an automatic update method of over-capacity power consumption audit information based on improved immune algorithm is proposed.Combined with immune algorithm,the automatic update model of over-capacity power consumption audit information is constructed.Through the processing processes of new information insertion,new invalid information antibody training and feature center correction,the information update is realized.Combined with affinity evaluation function and simulated annealing algorithm,the immune analysis process of the model is improved to make the update process automatic.The experimental results show that this method can complete the automatic update of over-capacity audit information,the update accuracy rate is 88.6%,and the misjudgment rate is only 6.7%.The reliability of the audit results is very high,and can provide a reliable basis for over-capacity power consumption inspection.

关 键 词：改进免疫算法 超容量 用电稽查 信息自动更新 免疫应答 信息抗体 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]