基于模糊逻辑的220 kV主变压器的主材用量估算Calculation of Main Material Consumption for 220 kV Transformer Based on Fuzzy Logic
杨楚明,刘远鹤,雷璟,卢启付,何秉泽
YANG Chuming,LIU Yuanhe,LEI Jing,LU Qifu,HE Bingze
摘要(Abstract):
为了精确地计算电力变压器主材用量,以220 kV油浸式变压器为研究对象,对国内变压器主流供应厂家进行调研,以空载损耗、负载损耗作为输入变量,采用模糊逻辑推理法得到220 kV变压器主材用量计算模型。通过与传统的容量增长定律、多元线性回归拟合法进行对比,验证模糊逻辑推理法的有效性。该方法预测精度较高,可用于电网主变物资招标采购的靶心价格确定和评价。
In order to accurately calculate the consumption of transformer main material,a 220 kV oil-immersed transformer is taken as a research object and main domestic transformer manufacturers are surveyed.No-load loss and on-load loss are set as input variables,and fuzzy logic illation is adopted to establish a calculation model for the 220 kV transformer main material consumption.Through comparison of capacity growth law and multiple linear regression analysis method,effectiveness of fuzzy logic illation method is verified.The method is of high prediction accuracy and can be used to determine or appraise the target price of the material bidding for main transformers of the power grid.
关键词(KeyWords):
电力变压器;主材用量;模糊逻辑;容量增长定律;多元线性回归
electric transformer;main material consumption;fuzzy logic;law of capacity growth;multiple linear regression analysis
基金项目(Foundation): 广东省自然科学基金资助项目(2014A030310371)
作者(Author):
杨楚明,刘远鹤,雷璟,卢启付,何秉泽
YANG Chuming,LIU Yuanhe,LEI Jing,LU Qifu,HE Bingze
DOI: 10.19585/j.zjdl.201710008
参考文献(References):
- [1]姜益民,马骏.变压器的全寿命周期成本分析[J].变压器,2006,43(12):30-35.
- [2]蒋跃军.电力系统全寿命周期成本管理与智能电网建设[J].浙江电力,2011,30(6):57-60.
- [3]黄莉,张雪松,杨卫星.变电站二次设备全寿命周期费用与可靠性关系模型[J].浙江电力,2011,30(2):8-11.
- [4]郭基伟,谢敬东,唐国庆.电力设备管理中的寿命周期费用分析[J].高电压技术,2003,29(4):13-15.
- [5]卞荣.全寿命理论在宁海电厂-苍岩线路导线选型中的应用[J].浙江电力,2010,29(9):11-14.
- [6]江修波,吴文宣,陈祥伟.区间分析法在电力变压器全寿命周期成本模型中的应用[J].电力自动化设备,2011,31(9):50-53.
- [7]夏成军,邱桂华,黄冬燕,等.电力变压器全寿命周期成本模型及灵敏度分析[J].华东电力,2012(1):26-30.
- [8]ZADEH L.Fuzzy logic(abstract):issues,contentions and perspectives[C]//ACM Computer Science Conference on Scaling Up:Meeting the Challenge of Complexity in RealWorld Computing Applications:Meeting the Challenge of Complexity in Real-World Computing Applications.ACM,1994.
- [9]ZADEH L A.Outline of a New Approach to the Analysis of Complex Systems and Decision Processes[J].IEEETransactions on Systems Man&Cybernetics,1973,smc-3(1):28-44.
- [10]ASADY B.Revision of distance minimization method for ranking of fuzzy numbers[J].Applied Mathematical Modelling,2011,35(3):1306-1313.
- [11]史雪飞,赵彪,郑燕,等.基于参数可测的交流变压器制造成本估算模型[J].电力建设,2013,34(5):11-16.
- [12]路长柏.电力变压器计算[M].哈尔滨:黑龙江科学技术出版社,1986.
- [13]FIROUZFAR M,SALAH P,MADAHI S S K.Estimating the weight of main material for 63/20 kV transformers with Artificial Neural Network(ANN)[C]//Power Engineering and Optimization Conference(PEOCO),2010 4th International.IEEE,2010.
- [14]MEHTA H D,PATEL R M,TRIVEDI P H.Cost estimation of transformer main materials using artificial neural networks[C]//2012 Nirma University International Conference on Engineering(NUi CONE).IEEE,2012.
- [15]钟声,余晓峰,吴海泉,等.220 kV变压器成本敏感度及成本估算模型[J].广东电力,2015,28(6):87-92.
- [16]刘平原,张磊,王宇,等.基于多元线性回归分析的110kV及以上电压等级变压器主材用量计算模型研究[J].广东电力,2016,29(7):59-66.
- 电力变压器
- 主材用量
- 模糊逻辑
- 容量增长定律
- 多元线性回归
electric transformer - main material consumption
- fuzzy logic
- law of capacity growth
- multiple linear regression analysis