ENHANCEMENT, IMPLEMENTATION, AND PERFORMANCE OF AN ADAPTIVE SHORT-TERM LOAD FORECASTING ALGORITHM

被引：14
作者：
GRADY, WM
GROCE, LA
HUEBNER, TM
LU, QC
CRAWFORD, MM
机构：
[1] TU ELECT,DALLAS,TX 75201
[2] FERRANTI INTL CONTROLS,SUGAR LAND,TX 77487
来源：
IEEE TRANSACTIONS ON POWER SYSTEMS | 1991年 / 6卷 / 04期
关键词：
LOAD FORECASTING; ADAPTIVE LOAD FORECASTING; SHORT-TERM LOAD FORECASTING;
D O I：
10.1109/59.116982
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
An adaptive load forecasting algorithm that was originally developed for the one-hour-ahead time period has been extensively enhanced and implemented at the TU Electric System Operating Center (TUSOC), Dallas, Texas. The major enhancement is the ability to forecast total system hourly load as far ahead as five days. This paper describes the enhancements, forecasting procedure, performance, and actual implementation of the adaptive algorithm.
引用
收藏
页码：1404 / 1410
页数：7
相关论文
共 10 条
[1]   SHORT-TERM LOAD FORECASTING [J].
GROSS, G ;
GALIANA, FD .
PROCEEDINGS OF THE IEEE, 1987, 75 (12) :1558-1573
[2]   THE TIME-SERIES APPROACH TO SHORT-TERM LOAD FORECASTING [J].
HAGAN, MT ;
BEHR, SM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1987, 2 (03) :785-791
[3]   ONLINE LOAD FORECASTING FOR ENERGY CONTROL CENTER APPLICATION [J].
IRISARRI, GD ;
WIDERGREN, SE ;
YEHSAKUL, PD .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (01) :71-78
[4]   AN ADAPTIVE NONLINEAR PREDICTOR WITH ORTHOGONAL ESCALATOR STRUCTURE FOR SHORT-TERM LOAD FORECASTING [J].
LU, QC ;
GRADY, WM ;
CRAWFORD, MM ;
ANDERSON, GM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1989, 4 (01) :158-164
[5]   ANALYSIS AND EVALUATION OF 5 SHORT-TERM LOAD FORECASTING TECHNIQUES [J].
MOGHRAM, I ;
RAHMAN, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1989, 4 (04) :1484-1491
[6]   A REGRESSION-BASED APPROACH TO SHORT-TERM SYSTEM LOAD FORECASTING [J].
PAPALEXOPOULOS, AD ;
HESTERBERG, TC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (04) :1535-1547
[7]  
PARK DC, 1990, JUL IEEE PES SUMM M
[8]  
PARK JH, 1990, JUL IEEE PES SUMM M
[9]   AN EXPERT SYSTEM BASED ALGORITHM FOR SHORT-TERM LOAD FORECAST [J].
RAHMAN, S ;
BHATNAGAR, R .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1988, 3 (02) :392-399
[10]  
RUFFNER JA, 1987, WEATHER ALMANAC, P110
1