Modelling electricity demand with representative load curves

被引：36

作者：

Balachandra, P ^{[1
]}

Chandru, V ^{[1
]}

机构：

[1] Indian Inst Sci, Dept Management Studies, Bangalore 560012, Karnataka, India

来源：

ENERGY | 1999年 / 24卷 / 03期

关键词：

D O I：

10.1016/S0360-5442(98)00096-6

中图分类号：

O414.1 [热力学];

学科分类号：

摘要：

Models for electricity planning require inclusion of demand. Depending on the type of planning, the demand is usually represented as an annual demand for electricity (GWh), a peak demand (MW) or in the form of annual load-duration curves. The demand for electricity varies with the seasons, economic activities, etc. Existing schemes do not capture the dynamics of demand variations that are important for planning. For this purpose, we introduce the concept of representative load curves (RLCs). Advantages of RLCs are demonstrated in a case study for the state of Karnataka in India. Multiple discriminant analysis is used to cluster the 365 daily load curves for 1993-94 into nine RLCs. Further analyses of these RLCs help to identify important factors, namely, seasonal, industrial, agricultural, and residential (water heating and air-cooling) demand variations besides rationing by the utility. (C) 1999 Elsevier Science Ltd. All rights reserved.

引用

页码：219 / 230

页数：12

共 17 条

[11]

SCHERER CR, 1977, ESTIMATING ELECT POW, P67

[12]

SOYSTER AL, 1980, ENERGY MODELLING STU

[13] AN INNOVATIVE APPROACH TO GENERATION SCHEDULING IN LARGE-SCALE HYDROTHERMAL POWER-SYSTEMS WITH FUEL CONSTRAINED UNITS [J].

TONG, SK ;

SHAHIDEHPOUR, SM .

IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (02) :665-673

[14]

TURVEY R, 1977, ELECT EC ESSAYS CASE, P245

[15] Modelling long-run cost minimization and environmental provisions for utility expansion [J].

Wang, EJ ;

Jaraiedi, M ;

Torries, TF .

ENERGY ECONOMICS, 1996, 18 (1-2) :49-68

[16]

Wong KP, 1996, IEEE T POWER SYST, V11, P128, DOI 10.1109/59.485994

[17]

ZAHAVI J, 1980, J OPER RES SOC, V31, P367, DOI 10.2307/2581185

← 1 2 →