Forecasting electricity consumption in Pakistan: the way forward

被引:125
|
作者
Hussain, Anwar [1 ]
Rahman, Muhammad [2 ]
Memon, Junaid Alam [1 ]
机构
[1] PIDE, Quaid E Azam Univ Campus,POB 1091, Islamabad 44000, Pakistan
[2] Islamia Coll Univ, Peshawar, Pakistan
关键词
Projections; Energy; Forecasting model; Forecast evaluation; Sectorial energy consumption; NEURAL-NETWORK; TIME-SERIES; ENERGY-CONSUMPTION; DEMAND; REGRESSION; MODEL; ERROR; INTEGRATION; ACCURACY; SYSTEM;
D O I
10.1016/j.enpol.2015.11.028
中图分类号
F [经济];
学科分类号
02 ;
摘要
Growing shortfall of electricity in Pakistan affects almost all sectors of its economy. For proper policy formulation, it is imperative to have reliable forecasts of electricity consumption. This paper applies Holt-Winter and Autoregressive Integrated Moving Average (ARIMA) models on time series secondary data from 1980 to 2011 to forecast total and component wise electricity consumption in Pakistan. Results reveal that Holt-Winter is the appropriate model for forecasting electricity consumption in Pakistan. It also suggests that electricity consumption would continue to increase throughout the projected period and widen the consumption-production gap in case of failure to respond the issue appropriately. It further reveals that demand would be highest in the household sector as compared to all other sectors and the increase in the energy generation would be less than the increase in total electricity consumption throughout the projected period. The study discuss various options to reduce the demand-supply gap and provide reliable electricity to different sectors of the economy. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:73 / 80
页数:8
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