Climate change;
Regression analysis;
Time series analysis;
Temperature effects;
Future electricity demand;
Power system planning;
RESIDENTIAL ELECTRICITY;
METHODOLOGY;
LEVEL;
D O I:
10.1016/j.apenergy.2012.03.059
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Global temperature rise due to climate change has become a major concern for the policy makers. Since rising temperature has significant impact on electricity demand, the expansion of the electricity network and related augmentation plan of power industries will be affected due to the change in climatic conditions. This paper proposes an analytical tool to examine the effect of climate change on the electricity demand of New South Wales, Australia. Multiple linear regression analysis has been applied for the historical climatic and non-climatic variables to establish a correlation between per capita electricity demand and associated key variables. Time series analysis is then carried out to predict future temperature and corresponding cooling and heating degree days of New South Wales. Using the proposed analytical tool, per capita electricity demand rise is estimated solely due to temperature change. The results obtained indicate that electricity demands in summer and spring will increase due to climate change. It is found that an increase in temperature alone may lead to 1.36%, 2.72% and 6.14% rise in per capita demand during the summer season and 2.09%, 4.5% and 11.3% rise in per capita demand rise during the spring session of 2030s, 2050s and 2100s respectively. (c) 2012 Elsevier Ltd. All rights reserved.
机构:
Charles Darwin Univ, Fac Educ Hlth & Sci, Sch Sci & Primary Ind, Darwin, NT 0909, AustraliaCharles Darwin Univ, Fac Educ Hlth & Sci, Sch Sci & Primary Ind, Darwin, NT 0909, Australia
Stewart, P. Le C. F.
Vemuri, S. R.
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机构:
Charles Darwin Univ, Fac Law Business & Arts, Sch Law & Business, Darwin, NT 0909, AustraliaCharles Darwin Univ, Fac Educ Hlth & Sci, Sch Sci & Primary Ind, Darwin, NT 0909, Australia
机构:
CSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Univ Adelaide, Acid Sulfate Soils Ctr, Adelaide, SA, Australia
Flinders Univ S Australia, Sch Environm, Adelaide, SA, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Shand, P.
Grocke, S.
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机构:
CSIRO Land & Water, PMB2, Glen Osmond, SA 5064, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Grocke, S.
Creeper, N. L.
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机构:
Univ Adelaide, Acid Sulfate Soils Ctr, Adelaide, SA, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Creeper, N. L.
Baker, A. K.
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机构:
CSIRO Land & Water, PMB2, Glen Osmond, SA 5064, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Baker, A. K.
Fitzpatrick, R. W.
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机构:
Univ Adelaide, Acid Sulfate Soils Ctr, Adelaide, SA, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
Fitzpatrick, R. W.
Love, A. J.
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机构:
Flinders Univ S Australia, Sch Environm, Adelaide, SA, AustraliaCSIRO Land & Water, PMB2, Glen Osmond, SA 5064, Australia
机构:
New South Wales Dept Planning Ind & Environm, Parramatta, NSW 2150, Australia
Univ Technol, Fac Sci, Sch Life Sci, Sydney, NSW, AustraliaNew South Wales Dept Planning Ind & Environm, Parramatta, NSW 2150, Australia