电力系统保护与控制
電力繫統保護與控製
전력계통보호여공제
Power System Protection and Control
2015年
20期
150-154
,共5页
孟安波%卢海明%李海亮%谭火超%郭壮志
孟安波%盧海明%李海亮%譚火超%郭壯誌
맹안파%로해명%리해량%담화초%곽장지
客户细分%纵横交叉算法%模糊聚类%增值服务
客戶細分%縱橫交扠算法%模糊聚類%增值服務
객호세분%종횡교차산법%모호취류%증치복무
consumers segmentation%crisscross optimization%fuzzy clustering%value-added services
电力客户分类是供电企业客户关系管理的基石,为了提高聚类算法的稳定性和精确性,提出了一种纵横交叉算法(CSO)与模糊 C 均值算法(FCM)有机结合的新聚类算法(CSO-FCM),并用新算法进行客户分类.新方法有效弥补了单一算法的不足,拥有模糊理论处理不确定信息的能力以及纵横交叉算法全局收敛性强的特点.利用新算法对电力客户数据进行客观、科学的挖掘分析,实现了对电力大客户较全面和准确的精细化分类,为供电企业制定有针对性的营销策略提供了依据.
電力客戶分類是供電企業客戶關繫管理的基石,為瞭提高聚類算法的穩定性和精確性,提齣瞭一種縱橫交扠算法(CSO)與模糊 C 均值算法(FCM)有機結閤的新聚類算法(CSO-FCM),併用新算法進行客戶分類.新方法有效瀰補瞭單一算法的不足,擁有模糊理論處理不確定信息的能力以及縱橫交扠算法全跼收斂性彊的特點.利用新算法對電力客戶數據進行客觀、科學的挖掘分析,實現瞭對電力大客戶較全麵和準確的精細化分類,為供電企業製定有針對性的營銷策略提供瞭依據.
전력객호분류시공전기업객호관계관리적기석,위료제고취류산법적은정성화정학성,제출료일충종횡교차산법(CSO)여모호 C 균치산법(FCM)유궤결합적신취류산법(CSO-FCM),병용신산법진행객호분류.신방법유효미보료단일산법적불족,옹유모호이론처리불학정신식적능력이급종횡교차산법전국수렴성강적특점.이용신산법대전력객호수거진행객관、과학적알굴분석,실현료대전력대객호교전면화준학적정세화분류,위공전기업제정유침대성적영소책략제공료의거.
Electrical consumers segmentation is the cornerstone of consumers relation management of electrical supply enterprises, in order to improve stability and exactness of clustering algorithm, this paper proposes a novel clustering algorithm to conduct consumers segmentation, which is organic combination by crisscross optimization algorithm and FCM. This method effectively compensates the demerits of single intelligent algorithm, which not only has the ability to dispose unstable information of fuzzy theory, but also has an advantage of global convergence of CSO. The new algorithm is used to objectively and scientifically analyze the electrical consumers data, achieving comprehensive and accurate segmentation, which can offer a pointed marketing strategies for enterprises.