On the drivers of peak electricity demand: What is the role played by battery electric cars?
The analysis of the drivers of both peak electricity demand and renewable electricity generation constitutes the main objective of this paper. Data from 2010 to 2016 for a panel of 20 European Union countries were used. Two models were estimated using both Panel-Corrected Standard Errors and Driscol...
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Veröffentlicht in: | Energy (Oxford) 2018-09, Vol.159, p.905-915 |
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creator | Neves, Sónia Almeida Marques, António Cardoso Fuinhas, José Alberto |
description | The analysis of the drivers of both peak electricity demand and renewable electricity generation constitutes the main objective of this paper. Data from 2010 to 2016 for a panel of 20 European Union countries were used. Two models were estimated using both Panel-Corrected Standard Errors and Driscoll-Kraay estimators with fixed effects. These estimators were robust in the presence of cross-section dependence, first-order serial correlation and heteroscedasticity. The main results suggest that renewable electricity generation and the penetration of battery electric vehicles into the automotive market are helping to decrease peak electricity demand. At the same time, it was confirmed that employment in this industry sector is increasing peak electricity demand. The existence of peak periods was shown to be the main barrier to the integration of renewables into electricity systems. It seems that policies focused on Demand Side Management have been effective in integrating renewables in contrast to their lack of success in reducing peak electricity demand.
•The main drivers for peak load demand and RES integration were analysed.•This paper uses annual data from 2010 to 2016 for a panel of 20 EU countries.•BEV penetration is decreasing peak loads and the RES integration.•DSM polices increase RES, but have no effect on peak electricity demand.•The services added value hamper the peak load while the employment in industry increases it. |
doi_str_mv | 10.1016/j.energy.2018.06.209 |
format | Article |
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•The main drivers for peak load demand and RES integration were analysed.•This paper uses annual data from 2010 to 2016 for a panel of 20 EU countries.•BEV penetration is decreasing peak loads and the RES integration.•DSM polices increase RES, but have no effect on peak electricity demand.•The services added value hamper the peak load while the employment in industry increases it.</description><identifier>ISSN: 0360-5442</identifier><identifier>EISSN: 1873-6785</identifier><identifier>DOI: 10.1016/j.energy.2018.06.209</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Alternative energy ; Automobile industry ; Automobiles ; Automotive engineering ; Batteries ; Battery electric vehicles ; Correlation analysis ; Demand ; Demand side management ; Dependence ; Drivers ; Electric power demand ; Electric vehicles ; Electricity ; Electricity consumption ; Energy management ; Estimators ; Peak electricity demand ; Peak load ; Peak periods ; Renewable electricity generation</subject><ispartof>Energy (Oxford), 2018-09, Vol.159, p.905-915</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright Elsevier BV Sep 15, 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c424t-5dcf683753fb51f115281830ad6f4a1c1152cc92f1ff6bf184cf6d07b67f66253</citedby><cites>FETCH-LOGICAL-c424t-5dcf683753fb51f115281830ad6f4a1c1152cc92f1ff6bf184cf6d07b67f66253</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S036054421831274X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Neves, Sónia Almeida</creatorcontrib><creatorcontrib>Marques, António Cardoso</creatorcontrib><creatorcontrib>Fuinhas, José Alberto</creatorcontrib><title>On the drivers of peak electricity demand: What is the role played by battery electric cars?</title><title>Energy (Oxford)</title><description>The analysis of the drivers of both peak electricity demand and renewable electricity generation constitutes the main objective of this paper. Data from 2010 to 2016 for a panel of 20 European Union countries were used. Two models were estimated using both Panel-Corrected Standard Errors and Driscoll-Kraay estimators with fixed effects. These estimators were robust in the presence of cross-section dependence, first-order serial correlation and heteroscedasticity. The main results suggest that renewable electricity generation and the penetration of battery electric vehicles into the automotive market are helping to decrease peak electricity demand. At the same time, it was confirmed that employment in this industry sector is increasing peak electricity demand. The existence of peak periods was shown to be the main barrier to the integration of renewables into electricity systems. It seems that policies focused on Demand Side Management have been effective in integrating renewables in contrast to their lack of success in reducing peak electricity demand.
•The main drivers for peak load demand and RES integration were analysed.•This paper uses annual data from 2010 to 2016 for a panel of 20 EU countries.•BEV penetration is decreasing peak loads and the RES integration.•DSM polices increase RES, but have no effect on peak electricity demand.•The services added value hamper the peak load while the employment in industry increases it.</description><subject>Alternative energy</subject><subject>Automobile industry</subject><subject>Automobiles</subject><subject>Automotive engineering</subject><subject>Batteries</subject><subject>Battery electric vehicles</subject><subject>Correlation analysis</subject><subject>Demand</subject><subject>Demand side management</subject><subject>Dependence</subject><subject>Drivers</subject><subject>Electric power demand</subject><subject>Electric vehicles</subject><subject>Electricity</subject><subject>Electricity consumption</subject><subject>Energy management</subject><subject>Estimators</subject><subject>Peak electricity demand</subject><subject>Peak load</subject><subject>Peak periods</subject><subject>Renewable electricity generation</subject><issn>0360-5442</issn><issn>1873-6785</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kE9LxDAUxIMouK5-Aw8Bz61J26SpB0XEf7CwF8WLENLkxU3ttjXpLvTb21rx6GngMb95zCB0TklMCeWXVQwN-I8hTggVMeGjFgdoQUWeRjwX7BAtSMpJxLIsOUYnIVSEECaKYoHe1w3uN4CNd3vwAbcWd6A-MdSge--06wdsYKsac4XfNqrHLvz4fVsD7mo1gMHlgEvV9-CHPwxr5cPNKTqyqg5w9qtL9Ppw_3L3FK3Wj893t6tIZ0nWR8xoy0Was9SWjFpKWSKoSIky3GaK6umgdZFYai0vLRXZ6DckL3luOU9YukQXc27n268dhF5W7c4340uZTHDKGM9HVza7tG9D8GBl591W-UFSIqcdZSXnHeW0oyR81GLErmcMxgZ7B14G7aDRYJwfy0rTuv8DvgHPfn1O</recordid><startdate>20180915</startdate><enddate>20180915</enddate><creator>Neves, Sónia Almeida</creator><creator>Marques, António Cardoso</creator><creator>Fuinhas, José Alberto</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>20180915</creationdate><title>On the drivers of peak electricity demand: What is the role played by battery electric cars?</title><author>Neves, Sónia Almeida ; Marques, António Cardoso ; Fuinhas, José Alberto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c424t-5dcf683753fb51f115281830ad6f4a1c1152cc92f1ff6bf184cf6d07b67f66253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Alternative energy</topic><topic>Automobile industry</topic><topic>Automobiles</topic><topic>Automotive engineering</topic><topic>Batteries</topic><topic>Battery electric vehicles</topic><topic>Correlation analysis</topic><topic>Demand</topic><topic>Demand side management</topic><topic>Dependence</topic><topic>Drivers</topic><topic>Electric power demand</topic><topic>Electric vehicles</topic><topic>Electricity</topic><topic>Electricity consumption</topic><topic>Energy management</topic><topic>Estimators</topic><topic>Peak electricity demand</topic><topic>Peak load</topic><topic>Peak periods</topic><topic>Renewable electricity generation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Neves, Sónia Almeida</creatorcontrib><creatorcontrib>Marques, António Cardoso</creatorcontrib><creatorcontrib>Fuinhas, José Alberto</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Energy (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Neves, Sónia Almeida</au><au>Marques, António Cardoso</au><au>Fuinhas, José Alberto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>On the drivers of peak electricity demand: What is the role played by battery electric cars?</atitle><jtitle>Energy (Oxford)</jtitle><date>2018-09-15</date><risdate>2018</risdate><volume>159</volume><spage>905</spage><epage>915</epage><pages>905-915</pages><issn>0360-5442</issn><eissn>1873-6785</eissn><abstract>The analysis of the drivers of both peak electricity demand and renewable electricity generation constitutes the main objective of this paper. Data from 2010 to 2016 for a panel of 20 European Union countries were used. Two models were estimated using both Panel-Corrected Standard Errors and Driscoll-Kraay estimators with fixed effects. These estimators were robust in the presence of cross-section dependence, first-order serial correlation and heteroscedasticity. The main results suggest that renewable electricity generation and the penetration of battery electric vehicles into the automotive market are helping to decrease peak electricity demand. At the same time, it was confirmed that employment in this industry sector is increasing peak electricity demand. The existence of peak periods was shown to be the main barrier to the integration of renewables into electricity systems. It seems that policies focused on Demand Side Management have been effective in integrating renewables in contrast to their lack of success in reducing peak electricity demand.
•The main drivers for peak load demand and RES integration were analysed.•This paper uses annual data from 2010 to 2016 for a panel of 20 EU countries.•BEV penetration is decreasing peak loads and the RES integration.•DSM polices increase RES, but have no effect on peak electricity demand.•The services added value hamper the peak load while the employment in industry increases it.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.energy.2018.06.209</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Alternative energy Automobile industry Automobiles Automotive engineering Batteries Battery electric vehicles Correlation analysis Demand Demand side management Dependence Drivers Electric power demand Electric vehicles Electricity Electricity consumption Energy management Estimators Peak electricity demand Peak load Peak periods Renewable electricity generation |
title | On the drivers of peak electricity demand: What is the role played by battery electric cars? |
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