2005 International Power Engineering Conference最新文献_第10页

Application of new FCMAC neural network in power system marginal price forecasting 新型FCMAC神经网络在电力系统边际价格预测中的应用

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206878

Qiao-lin Ding, Jing Tang, Jianxin Liu

{"title":"Application of new FCMAC neural network in power system marginal price forecasting","authors":"Qiao-lin Ding, Jing Tang, Jianxin Liu","doi":"10.1109/IPEC.2005.206878","DOIUrl":"https://doi.org/10.1109/IPEC.2005.206878","url":null,"abstract":"In the electric power market, power system marginal price forecasting is the basis for power companies to build their optimal bidding strategies. Price forecasting is a new research area, because power market is still in the rudimentary stage in China. Due to its attractive properties of learning convergence and speed, many practical areas have widely put it into use including power system marginal price forecasting area. The method of neural network is good at its learning capability but lack of clear internal knowledge expression. The beginning of study is limited to random initial conditions, which may lead to low convergence speed and even local extremum. Necessary initial experience and knowledge cannot be fully made use of. While fuzzy logic method is good at approximate and qualitative knowledge expression but lack of learning capability. Membership function and fuzzy rules can only be selected by experience and tries. Besides, the study and adjustment of parameters and weigh is rather difficult. Thus, the proper combination of the above methods is a breakthrough in effective system control. This paper establishes a short-term forecasting model of power system marginal price using the method of cerebellar model articulation controller neural network, and applies it to power market in real province for training and examining. FCMAC method is proved to be superior to former methods, for its low need of training samples, its stable outputs, its high forecasted speed and accuracy. This method provides power companies with a reliable support in making and implementing their bidding strategies","PeriodicalId":164802,"journal":{"name":"2005 International Power Engineering Conference","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132362268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Characteristic features of electrical treeing in XLPE and PE XLPE和PE中电气树的特点

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206874

J.J. Yang, S. Brilasekaran

引用次数: 2

Design of power system stabilizer using power rate reaching law based sliding mode control technique 基于功率趋近律的滑模控制技术的电力系统稳定器设计

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.207040

V. Bandal, Bijnan Bandyopadhyay, Anil Kulkarni

引用次数: 7

Research on the application of the recorded fault data analysis based on COMTRADE standard in electric power load modeling 基于 COMTRADE 标准的故障记录数据分析在电力负荷建模中的应用研究

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.207064

Wang Jin, L. Xinran, Su Sheng

引用次数: 1

Damping coefficient compensation of generator by novel nonlinear excitation control 新型非线性励磁控制对发电机阻尼系数的补偿

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.207005

Sun Yuan-zhang, Z. Xing, Shen Tielong, Jia Xiaohong, He Shan

引用次数: 1

Simulation of partial discharge propagation and location in Abetti winding based on structural data 基于结构数据的阿贝蒂绕组局部放电传播与定位模拟

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206907

M. Vakilian, T. Blackburn, B. Phung, H. Nam, M. S. Naderi, R. Ghaemmaghami

{"title":"Simulation of partial discharge propagation and location in Abetti winding based on structural data","authors":"M. Vakilian, T. Blackburn, B. Phung, H. Nam, M. S. Naderi, R. Ghaemmaghami","doi":"10.1109/IPEC.2005.206907","DOIUrl":"https://doi.org/10.1109/IPEC.2005.206907","url":null,"abstract":"Power transformer monitoring as a reliable tool for maintaining purposes of this valuable asset of power systems has always comprised partial discharge offline measurements and online monitoring. The reason lies in non-destructive feature of PD monitoring. Partial discharge monitoring helps to detect incipient insulation faults and prevent insulation failure of power transformers. This paper introduces a software package developed based on structural data of power transformer and discusses the results of the simulation on Abetti winding, which might be considered as a basic layer winding. A hybrid model is used to model the transformer winding, which has been developed by first author. Firstly, winding is modeled by ladder network method to determine model parameters and then multi-conductor transmission line model is utilized to work out voltage and current vectors and study partial discharge propagation as well as its localization. Utilized method of modeling makes it possible to simulate a transformer winding over a frequency range from a few hundred kHz to a few tens of MHz. The results take advantage of accurate modeling method and provide a reasonable interpretation as to PD propagation and location studies","PeriodicalId":164802,"journal":{"name":"2005 International Power Engineering Conference","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114776306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Regret analysis of sequential goal programming for multiobjective optimal power flows 多目标最优潮流序贯目标规划的遗憾分析

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.207116

U. Nangia, N. K. Jain, C. Wadhwa

引用次数: 3

Monthly energy forecasting using decomposition method with application of seasonal ARIMA 应用季节ARIMA分解法进行月度能源预测

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206911

P. Damrongkulkamjorn, P. Churueang

引用次数: 26

GRNN approach to estimate a smooth mean curve on high voltage impulse waveforms 一种估计高压脉冲波形平滑平均曲线的GRNN方法

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206903

T. Sunthornnapha, S. Phetchakit, W. Srichavengsub, K. Thiravith

引用次数: 0

Integrated diagnosis techniques of high voltage induction machine with rotor winding faults 高压感应电机转子绕组故障综合诊断技术

2005 International Power Engineering Conference Pub Date : 1900-01-01 DOI: 10.1109/IPEC.2005.206870

Hongzhong Ma, P. Ju, Dong-Heng Wang, Chunnin Wang, Zheng Li

引用次数: 1