A robust possibilistic mixed-integer programming method for planning municipal electric power systems
•An innovative robust method is proposed for addressing ambiguous uncertainties.•It can capture recourse actions of deviation of objective function and constraint.•The method is applied to a real case of municipal electric systems planning.•Cost-effective and sustainable electricity generation schem...
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| Vydáno v: | International journal of electrical power & energy systems Ročník 73; s. 757 - 772 |
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| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier Ltd
01.12.2015
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| ISSN: | 0142-0615, 1879-3517 |
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| Abstract | •An innovative robust method is proposed for addressing ambiguous uncertainties.•It can capture recourse actions of deviation of objective function and constraint.•The method is applied to a real case of municipal electric systems planning.•Cost-effective and sustainable electricity generation schemes are identified.•Results are helpful for formulating policies of electricity generation.
In this study, a robust possibilistic mixed-integer programming (RPMP) method is developed for planning municipal electric power systems (EPS) under uncertainty. RPMP incorporates the concept of robustness within a possibilistic mixed-integer programming framework to handle ambiguous uncertainties in the objective function and constraints. It is superior to existing fuzzy possibilistic programming method by accounting for recourse actions of deviation of objective function with imprecise parameters from its optimal value, as well as economic penalties as corrective measures of possible violation for constraints with imprecise parameters. A RPMP-based electric power system (RPMP-EPS) model is then formulated for planning EPS of the City of Shenzhen, China, while cost-effective and sustainable electricity generation schemes can be achieved through analyzing city’s electricity consumption mix, electricity balance condition, as well as energy self-sufficiency. Results demonstrate that (i) power export contracts based on national and regional energy policies bring significant effects on the municipal EPS, particularly in energy supply schemes and electricity consumption mix; (ii) although city can be basically self-sufficient in power supply if nuclear power is not enforced for export, import dependency of fuels remains extremely high, leading to the insecure fuel supply and vulnerable EPS; (iii) uncertainties have significant effects on the city’s energy source supply as well as the relevant electricity-generation scheme. The findings are helpful for formulating policies of electricity generation as well as analyzing interactions among system cost, environmental objective, and electricity supply security. |
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| AbstractList | •An innovative robust method is proposed for addressing ambiguous uncertainties.•It can capture recourse actions of deviation of objective function and constraint.•The method is applied to a real case of municipal electric systems planning.•Cost-effective and sustainable electricity generation schemes are identified.•Results are helpful for formulating policies of electricity generation.
In this study, a robust possibilistic mixed-integer programming (RPMP) method is developed for planning municipal electric power systems (EPS) under uncertainty. RPMP incorporates the concept of robustness within a possibilistic mixed-integer programming framework to handle ambiguous uncertainties in the objective function and constraints. It is superior to existing fuzzy possibilistic programming method by accounting for recourse actions of deviation of objective function with imprecise parameters from its optimal value, as well as economic penalties as corrective measures of possible violation for constraints with imprecise parameters. A RPMP-based electric power system (RPMP-EPS) model is then formulated for planning EPS of the City of Shenzhen, China, while cost-effective and sustainable electricity generation schemes can be achieved through analyzing city’s electricity consumption mix, electricity balance condition, as well as energy self-sufficiency. Results demonstrate that (i) power export contracts based on national and regional energy policies bring significant effects on the municipal EPS, particularly in energy supply schemes and electricity consumption mix; (ii) although city can be basically self-sufficient in power supply if nuclear power is not enforced for export, import dependency of fuels remains extremely high, leading to the insecure fuel supply and vulnerable EPS; (iii) uncertainties have significant effects on the city’s energy source supply as well as the relevant electricity-generation scheme. The findings are helpful for formulating policies of electricity generation as well as analyzing interactions among system cost, environmental objective, and electricity supply security. |
| Author | Zhou, Y. Li, Y.P. Huang, G.H. |
| Author_xml | – sequence: 1 givenname: Y. surname: Zhou fullname: Zhou, Y. email: yazhou.szu2010@gmail.com – sequence: 2 givenname: Y.P. surname: Li fullname: Li, Y.P. email: yongping.li@iseis.org – sequence: 3 givenname: G.H. surname: Huang fullname: Huang, G.H. email: gordon.huang@uregina.ca |
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| Cites_doi | 10.1016/j.ijepes.2014.04.003 10.1016/j.rser.2010.09.035 10.3808/jei.201400257 10.1016/j.enpol.2007.05.020 10.1016/j.apenergy.2014.04.024 10.1016/j.fss.2012.04.010 10.1016/j.compchemeng.2012.10.005 10.1016/j.energy.2015.01.097 10.1007/s11269-014-0867-9 10.3808/jei.201300251 10.1016/j.agsy.2013.10.001 10.1016/S0165-0114(96)00236-9 10.1016/j.scitotenv.2010.05.038 10.1016/S0377-2217(96)00024-0 10.1016/j.epsr.2012.08.015 10.1016/j.enconman.2015.01.050 10.1016/j.ijepes.2013.08.007 10.1016/j.energy.2013.07.046 10.1016/j.enpol.2013.08.066 10.1016/S0165-0114(98)00449-7 10.1016/0165-0114(92)90062-9 10.1016/j.advengsoft.2012.04.004 10.1016/j.ijepes.2011.10.014 10.1016/j.ejor.2005.10.002 10.1016/0165-0114(78)90029-5 10.1016/j.jclepro.2014.04.001 10.3808/jei.201400261 10.3808/jei.201400288 10.1016/j.fss.2010.04.010 |
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| References | Liu, Iwamura (b0140) 1998; 94 Development and Reform Commission of Shenzhen Municipality. Mid- and long-term plan on Shenzhen low carbon development (2011–2020). Shenzhen, China; 2010 [in Chinese]. Zhang, Liu, Ma, Li (b0045) 2013; 50 Zhu, Li, Huang (b0010) 2013; 60 Pishvaee, Razmi, Torabi (b0100) 2012; 206 Pishvaee, Torabi (b0125) 2010; 161 Science, Industry, Trade and Information Technology Commission of Shenzhen Municipality, Shenzhen Institute of Building Research. 12th five-year-plan on Shenzhen industrial and commercial energy conservation. Shenzhen; China; 2011 [in Chinese]. Li Z. Research on Shenzhen natural gas transmission and distribution system. Master thesis, College of chemistry and chemical engineering, South China University of Technology; 2013 [in Chinese]. Shenzhen Municipal People’s Government. 12th Five-Year-Plan on Shenzhen national economy and social development. Shenzhen, China; 2011 [in Chinese]. Heleno, Sumaili, Meirinhos, da Rosa (b0080) 2014; 54 Zhou, Li, Huang, Zhou (b0075) 2013; 95 Ji, Zhang, Huang, Yin (b0085) 2015; 94 Koltsaklis, Liu, Georgiadis (b0090) 2015; 82 [accessed 30.06.14]. Inuiguchi, Ramik (b0095) 2000; 111 EDF Energy. What can be done about the security of supply challenge; 2014. IEA. Secure and efficient electricity supply- during the transition to low carbon power systems. IEA/OECD, Paris; 2013. Kuznetsova, Li, Ruiz, Zio (b0050) 2014; 129 NEA. The security of energy supply and the contribution of nuclear energy. OECD, Paris, France; 2010. Xu, Huang, Cheng, Liu, Li (b0130) 2014; 24 [accessed 10.05.15]. Zhou, Li, Huang (b0175) 2014; 75 Soroudi, Ehsan (b0035) 2011; 15 Li, Liu, Huang (b0105) 2014; 123 Shenzhen Government Online. Overview; 2014. General Office of Shenzhen Municipal People’s Government. 12th Five-Year-Plan on Shenzhen energy conservation. Shenzhen, China; 2011 [in Chinese]. Carlos, Sanchez, Martorell, Villanuev (b0070) 2012; 50 Lai, Hwang (b0110) 1992 Chang, Wang (b0120) 1997; 99 Heilpern (b0150) 1992; 47 Zadeh (b0115) 1978; 1 Statistics Bureau of Shenzhen Municipality. Shenzhen statistical yearbook in 2011. Shenzhen, China: China Statistical Press; 2011 [in Chinese]. General Office of Shenzhen Municipal People’s Government. Plan on Shenzhen new energy industry development (2009–2015). Shenzhen, China; 2010 [in Chinese]. Li, Huang (b0015) 2010; 408 Hu, Huang, Cai, Sun (b0060) 2014; 23 Muela, Schweickardt, Garcés (b0030) 2007; 35 Lotfi, Ghaderi (b0065) 2012; 34 Jiménez, Arenas, Bilbao, Rodriguez (b0145) 2007; 177 Papaemmanouil, Tjernberg, Tuan, Andersson (b0040) 2013; 63 Zhu, Li, Huang, Chen (b0055) 2014; 61 Huang, Dai, Huang (b0025) 2014; 24 Liu, Li, Huang, Nie (b0135) 2015; 29 Tan, Song, Shen, Zhang, Wang (b0020) 2013; 22 Statistics Bureau of Shenzhen Municipality. Shenzhen’s economic operation condition in 2013; 2014 [in Chinese]. Papaemmanouil (10.1016/j.ijepes.2015.06.009_b0040) 2013; 63 Pishvaee (10.1016/j.ijepes.2015.06.009_b0100) 2012; 206 Pishvaee (10.1016/j.ijepes.2015.06.009_b0125) 2010; 161 Carlos (10.1016/j.ijepes.2015.06.009_b0070) 2012; 50 Jiménez (10.1016/j.ijepes.2015.06.009_b0145) 2007; 177 10.1016/j.ijepes.2015.06.009_b0185 Zhu (10.1016/j.ijepes.2015.06.009_b0055) 2014; 61 10.1016/j.ijepes.2015.06.009_b0165 Heilpern (10.1016/j.ijepes.2015.06.009_b0150) 1992; 47 10.1016/j.ijepes.2015.06.009_b0200 Liu (10.1016/j.ijepes.2015.06.009_b0140) 1998; 94 10.1016/j.ijepes.2015.06.009_b0180 10.1016/j.ijepes.2015.06.009_b0160 Lotfi (10.1016/j.ijepes.2015.06.009_b0065) 2012; 34 Kuznetsova (10.1016/j.ijepes.2015.06.009_b0050) 2014; 129 10.1016/j.ijepes.2015.06.009_b0005 Koltsaklis (10.1016/j.ijepes.2015.06.009_b0090) 2015; 82 Muela (10.1016/j.ijepes.2015.06.009_b0030) 2007; 35 10.1016/j.ijepes.2015.06.009_b0205 Zhu (10.1016/j.ijepes.2015.06.009_b0010) 2013; 60 Zhou (10.1016/j.ijepes.2015.06.009_b0075) 2013; 95 Heleno (10.1016/j.ijepes.2015.06.009_b0080) 2014; 54 10.1016/j.ijepes.2015.06.009_b0195 Huang (10.1016/j.ijepes.2015.06.009_b0025) 2014; 24 Inuiguchi (10.1016/j.ijepes.2015.06.009_b0095) 2000; 111 Zadeh (10.1016/j.ijepes.2015.06.009_b0115) 1978; 1 Hu (10.1016/j.ijepes.2015.06.009_b0060) 2014; 23 10.1016/j.ijepes.2015.06.009_b0155 10.1016/j.ijepes.2015.06.009_b0210 Soroudi (10.1016/j.ijepes.2015.06.009_b0035) 2011; 15 Ji (10.1016/j.ijepes.2015.06.009_b0085) 2015; 94 Tan (10.1016/j.ijepes.2015.06.009_b0020) 2013; 22 10.1016/j.ijepes.2015.06.009_b0190 10.1016/j.ijepes.2015.06.009_b0170 Zhou (10.1016/j.ijepes.2015.06.009_b0175) 2014; 75 Chang (10.1016/j.ijepes.2015.06.009_b0120) 1997; 99 Lai (10.1016/j.ijepes.2015.06.009_b0110) 1992 Li (10.1016/j.ijepes.2015.06.009_b0015) 2010; 408 Zhang (10.1016/j.ijepes.2015.06.009_b0045) 2013; 50 Li (10.1016/j.ijepes.2015.06.009_b0105) 2014; 123 Xu (10.1016/j.ijepes.2015.06.009_b0130) 2014; 24 Liu (10.1016/j.ijepes.2015.06.009_b0135) 2015; 29 |
| References_xml | – volume: 54 start-page: 610 year: 2014 end-page: 618 ident: b0080 article-title: A linearized approach to the symmetric fuzzy power flow for the application to real systems publication-title: Int J Electr Power Energy Syst – volume: 123 start-page: 71 year: 2014 end-page: 83 ident: b0105 article-title: A hybrid fuzzy-stochastic programming method for water trading within an agricultural system publication-title: Agric Syst – reference: NEA. The security of energy supply and the contribution of nuclear energy. OECD, Paris, France; 2010. – volume: 22 start-page: 123 year: 2013 end-page: 130 ident: b0020 article-title: An optimization-based study to analyze the impacts of clean energy and carbon emission mechanisms on inter-regional energy exchange publication-title: J Environ Inform – volume: 408 start-page: 4296 year: 2010 end-page: 4308 ident: b0015 article-title: An interval-based possibilistic programming method for waste management with cost minimization and environmental-impact abatement under uncertainty publication-title: Sci Total Environ – volume: 50 start-page: 196 year: 2013 end-page: 206 ident: b0045 article-title: A multi-period optimization model for optimal planning of China’s power sector with consideration of carbon mitigation – the optimal pathway under uncertain parametric conditions publication-title: Comput Chem Eng – volume: 63 start-page: 215 year: 2013 end-page: 223 ident: b0040 article-title: Improved cost-benefit analysis for market-based transmission planning, a European perspective publication-title: Energy Policy – volume: 61 start-page: 563 year: 2014 end-page: 575 ident: b0055 article-title: Electric power systems planning in association with air pollution control and uncertainty analysis publication-title: Int J Electr Power Energy Syst – volume: 24 start-page: 121 year: 2014 end-page: 130 ident: b0025 article-title: Effects of operation time of pavement and traffic flow on the traffic noise of the highways in an urban area publication-title: J Environ Inform – reference: Statistics Bureau of Shenzhen Municipality. Shenzhen statistical yearbook in 2011. Shenzhen, China: China Statistical Press; 2011 [in Chinese]. – volume: 129 start-page: 70 year: 2014 end-page: 88 ident: b0050 article-title: An integrated framework of agent-based modelling and robust optimization for microgrid energy management publication-title: Appl Energy – volume: 24 start-page: 101 year: 2014 end-page: 110 ident: b0130 article-title: A two-stage fuzzy chance-constrained model for solid waste allocation planning publication-title: J Environ Inform – reference: > [accessed 30.06.14]. – volume: 111 start-page: 3 year: 2000 end-page: 28 ident: b0095 article-title: Possibilistic linear programming: a brief review of fuzzy mathematical programming and a comparison stochastic programming in portfolio selection problem publication-title: Fuzzy Sets Syst – year: 1992 ident: b0110 article-title: Fuzzy mathematical programming: methods and applications – volume: 94 start-page: 353 year: 2015 end-page: 364 ident: b0085 article-title: Development of an inexact risk-aversion optimization model for regional carbon constrained electricity system planning under uncertainty publication-title: Energy Convers Manage – reference: Shenzhen Government Online. Overview; 2014. < – volume: 206 start-page: 1 year: 2012 end-page: 20 ident: b0100 article-title: Robust possibilistic programming for socially responsible supply chain network design: a new approach publication-title: Fuzzy Sets Syst – reference: Li Z. Research on Shenzhen natural gas transmission and distribution system. Master thesis, College of chemistry and chemical engineering, South China University of Technology; 2013 [in Chinese]. – volume: 23 start-page: 55 year: 2014 end-page: 64 ident: b0060 article-title: Planning of electric power generation systems under multiple uncertainties and constraint-violation levels publication-title: J Environ Inform – volume: 34 start-page: 161 year: 2012 end-page: 170 ident: b0065 article-title: Possibilistic programming approach for mid-term electric power planning in deregulated markets publication-title: Int J Electr Power Energy Syst – volume: 94 start-page: 227 year: 1998 end-page: 237 ident: b0140 article-title: Chance constrained programming with fuzzy parameters publication-title: Fuzzy Sets Syst – reference: Science, Industry, Trade and Information Technology Commission of Shenzhen Municipality, Shenzhen Institute of Building Research. 12th five-year-plan on Shenzhen industrial and commercial energy conservation. Shenzhen; China; 2011 [in Chinese]. – reference: Development and Reform Commission of Shenzhen Municipality. Mid- and long-term plan on Shenzhen low carbon development (2011–2020). Shenzhen, China; 2010 [in Chinese]. – volume: 50 start-page: 12 year: 2012 end-page: 18 ident: b0070 article-title: Particle swarm optimization of safety components and systems of nuclear power plants under uncertain maintenance planning publication-title: Adv Eng Softw – reference: EDF Energy. What can be done about the security of supply challenge; 2014. < – reference: IEA. Secure and efficient electricity supply- during the transition to low carbon power systems. IEA/OECD, Paris; 2013. – volume: 35 start-page: 5643 year: 2007 end-page: 5655 ident: b0030 article-title: Fuzzy possibilistic model for medium-term power generation planning with environmental criteria publication-title: Energy Policy – volume: 161 start-page: 2668 year: 2010 end-page: 2683 ident: b0125 article-title: A possibilistic programming approach for closed-loop supply chain network design under uncertainty publication-title: Fuzzy Sets Syst – reference: General Office of Shenzhen Municipal People’s Government. 12th Five-Year-Plan on Shenzhen energy conservation. Shenzhen, China; 2011 [in Chinese]. – volume: 177 start-page: 1599 year: 2007 end-page: 1609 ident: b0145 article-title: Linear programming with fuzzy parameters: an interactive method resolution publication-title: Eur J Oper Res – volume: 47 start-page: 81 year: 1992 end-page: 86 ident: b0150 article-title: The expected value of a fuzzy number publication-title: Fuzzy Sets Syst – volume: 95 start-page: 99 year: 2013 end-page: 111 ident: b0075 article-title: A robust approach for planning electric power systems associated with environmental policy analysis publication-title: Electr Power Syst Res – volume: 29 start-page: 1169 year: 2015 end-page: 1191 ident: b0135 article-title: Development of a fuzzy-boundary interval programming method for water quality management under uncertainty publication-title: Water Resour Manage – reference: General Office of Shenzhen Municipal People’s Government. Plan on Shenzhen new energy industry development (2009–2015). Shenzhen, China; 2010 [in Chinese]. – volume: 82 start-page: 865 year: 2015 end-page: 888 ident: b0090 article-title: An integrated stochastic multi-regional long-term energy planning model incorporating autonomous power systems and demand response publication-title: Energy – reference: Shenzhen Municipal People’s Government. 12th Five-Year-Plan on Shenzhen national economy and social development. Shenzhen, China; 2011 [in Chinese]. – volume: 1 start-page: 3 year: 1978 end-page: 28 ident: b0115 article-title: Fuzzy sets as a basis for a theory of possibility publication-title: Fuzzy Sets Syst – reference: Statistics Bureau of Shenzhen Municipality. Shenzhen’s economic operation condition in 2013; 2014 [in Chinese]. < – volume: 60 start-page: 168 year: 2013 end-page: 186 ident: b0010 article-title: Modeling for planning municipal electric power systems associated with air pollution control—a case study of Beijing publication-title: Energy – volume: 99 start-page: 303 year: 1997 end-page: 321 ident: b0120 article-title: A fuzzy goal programming approach for the optimal planning of metropolitan solid waste management systems publication-title: Eur J Oper Res – reference: > [accessed 10.05.15]. – volume: 15 start-page: 794 year: 2011 end-page: 800 ident: b0035 article-title: A possibilistic–probabilistic tool for evaluating the impact of stochastic renewable and controllable power generation on energy losses in distribution networks—a case study publication-title: Renew Sustain Energy Rev – volume: 75 start-page: 143 year: 2014 end-page: 156 ident: b0175 article-title: Integrated modeling approach for sustainable municipal energy system planning and management—a case study of Shenzhen, China publication-title: J Clean Prod – volume: 61 start-page: 563 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0055 article-title: Electric power systems planning in association with air pollution control and uncertainty analysis publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2014.04.003 – ident: 10.1016/j.ijepes.2015.06.009_b0170 – volume: 15 start-page: 794 issue: 1 year: 2011 ident: 10.1016/j.ijepes.2015.06.009_b0035 article-title: A possibilistic–probabilistic tool for evaluating the impact of stochastic renewable and controllable power generation on energy losses in distribution networks—a case study publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2010.09.035 – volume: 23 start-page: 55 issue: 1 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0060 article-title: Planning of electric power generation systems under multiple uncertainties and constraint-violation levels publication-title: J Environ Inform doi: 10.3808/jei.201400257 – ident: 10.1016/j.ijepes.2015.06.009_b0210 – volume: 35 start-page: 5643 issue: 11 year: 2007 ident: 10.1016/j.ijepes.2015.06.009_b0030 article-title: Fuzzy possibilistic model for medium-term power generation planning with environmental criteria publication-title: Energy Policy doi: 10.1016/j.enpol.2007.05.020 – volume: 129 start-page: 70 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0050 article-title: An integrated framework of agent-based modelling and robust optimization for microgrid energy management publication-title: Appl Energy doi: 10.1016/j.apenergy.2014.04.024 – ident: 10.1016/j.ijepes.2015.06.009_b0195 – ident: 10.1016/j.ijepes.2015.06.009_b0200 – ident: 10.1016/j.ijepes.2015.06.009_b0155 – ident: 10.1016/j.ijepes.2015.06.009_b0005 – volume: 206 start-page: 1 year: 2012 ident: 10.1016/j.ijepes.2015.06.009_b0100 article-title: Robust possibilistic programming for socially responsible supply chain network design: a new approach publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2012.04.010 – volume: 50 start-page: 196 year: 2013 ident: 10.1016/j.ijepes.2015.06.009_b0045 article-title: A multi-period optimization model for optimal planning of China’s power sector with consideration of carbon mitigation – the optimal pathway under uncertain parametric conditions publication-title: Comput Chem Eng doi: 10.1016/j.compchemeng.2012.10.005 – volume: 82 start-page: 865 year: 2015 ident: 10.1016/j.ijepes.2015.06.009_b0090 article-title: An integrated stochastic multi-regional long-term energy planning model incorporating autonomous power systems and demand response publication-title: Energy doi: 10.1016/j.energy.2015.01.097 – volume: 29 start-page: 1169 year: 2015 ident: 10.1016/j.ijepes.2015.06.009_b0135 article-title: Development of a fuzzy-boundary interval programming method for water quality management under uncertainty publication-title: Water Resour Manage doi: 10.1007/s11269-014-0867-9 – volume: 22 start-page: 123 issue: 2 year: 2013 ident: 10.1016/j.ijepes.2015.06.009_b0020 article-title: An optimization-based study to analyze the impacts of clean energy and carbon emission mechanisms on inter-regional energy exchange publication-title: J Environ Inform doi: 10.3808/jei.201300251 – volume: 123 start-page: 71 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0105 article-title: A hybrid fuzzy-stochastic programming method for water trading within an agricultural system publication-title: Agric Syst doi: 10.1016/j.agsy.2013.10.001 – ident: 10.1016/j.ijepes.2015.06.009_b0165 – volume: 94 start-page: 227 year: 1998 ident: 10.1016/j.ijepes.2015.06.009_b0140 article-title: Chance constrained programming with fuzzy parameters publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(96)00236-9 – volume: 408 start-page: 4296 year: 2010 ident: 10.1016/j.ijepes.2015.06.009_b0015 article-title: An interval-based possibilistic programming method for waste management with cost minimization and environmental-impact abatement under uncertainty publication-title: Sci Total Environ doi: 10.1016/j.scitotenv.2010.05.038 – ident: 10.1016/j.ijepes.2015.06.009_b0180 – ident: 10.1016/j.ijepes.2015.06.009_b0205 – volume: 99 start-page: 303 year: 1997 ident: 10.1016/j.ijepes.2015.06.009_b0120 article-title: A fuzzy goal programming approach for the optimal planning of metropolitan solid waste management systems publication-title: Eur J Oper Res doi: 10.1016/S0377-2217(96)00024-0 – volume: 95 start-page: 99 year: 2013 ident: 10.1016/j.ijepes.2015.06.009_b0075 article-title: A robust approach for planning electric power systems associated with environmental policy analysis publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2012.08.015 – volume: 94 start-page: 353 year: 2015 ident: 10.1016/j.ijepes.2015.06.009_b0085 article-title: Development of an inexact risk-aversion optimization model for regional carbon constrained electricity system planning under uncertainty publication-title: Energy Convers Manage doi: 10.1016/j.enconman.2015.01.050 – ident: 10.1016/j.ijepes.2015.06.009_b0190 – volume: 54 start-page: 610 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0080 article-title: A linearized approach to the symmetric fuzzy power flow for the application to real systems publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2013.08.007 – volume: 60 start-page: 168 year: 2013 ident: 10.1016/j.ijepes.2015.06.009_b0010 article-title: Modeling for planning municipal electric power systems associated with air pollution control—a case study of Beijing publication-title: Energy doi: 10.1016/j.energy.2013.07.046 – volume: 63 start-page: 215 year: 2013 ident: 10.1016/j.ijepes.2015.06.009_b0040 article-title: Improved cost-benefit analysis for market-based transmission planning, a European perspective publication-title: Energy Policy doi: 10.1016/j.enpol.2013.08.066 – ident: 10.1016/j.ijepes.2015.06.009_b0160 – volume: 111 start-page: 3 year: 2000 ident: 10.1016/j.ijepes.2015.06.009_b0095 article-title: Possibilistic linear programming: a brief review of fuzzy mathematical programming and a comparison stochastic programming in portfolio selection problem publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(98)00449-7 – volume: 47 start-page: 81 year: 1992 ident: 10.1016/j.ijepes.2015.06.009_b0150 article-title: The expected value of a fuzzy number publication-title: Fuzzy Sets Syst doi: 10.1016/0165-0114(92)90062-9 – volume: 50 start-page: 12 year: 2012 ident: 10.1016/j.ijepes.2015.06.009_b0070 article-title: Particle swarm optimization of safety components and systems of nuclear power plants under uncertain maintenance planning publication-title: Adv Eng Softw doi: 10.1016/j.advengsoft.2012.04.004 – ident: 10.1016/j.ijepes.2015.06.009_b0185 – volume: 34 start-page: 161 issue: 1 year: 2012 ident: 10.1016/j.ijepes.2015.06.009_b0065 article-title: Possibilistic programming approach for mid-term electric power planning in deregulated markets publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2011.10.014 – volume: 177 start-page: 1599 year: 2007 ident: 10.1016/j.ijepes.2015.06.009_b0145 article-title: Linear programming with fuzzy parameters: an interactive method resolution publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.10.002 – volume: 1 start-page: 3 year: 1978 ident: 10.1016/j.ijepes.2015.06.009_b0115 article-title: Fuzzy sets as a basis for a theory of possibility publication-title: Fuzzy Sets Syst doi: 10.1016/0165-0114(78)90029-5 – volume: 75 start-page: 143 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0175 article-title: Integrated modeling approach for sustainable municipal energy system planning and management—a case study of Shenzhen, China publication-title: J Clean Prod doi: 10.1016/j.jclepro.2014.04.001 – volume: 24 start-page: 101 issue: 2 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0130 article-title: A two-stage fuzzy chance-constrained model for solid waste allocation planning publication-title: J Environ Inform doi: 10.3808/jei.201400261 – volume: 24 start-page: 121 issue: 2 year: 2014 ident: 10.1016/j.ijepes.2015.06.009_b0025 article-title: Effects of operation time of pavement and traffic flow on the traffic noise of the highways in an urban area publication-title: J Environ Inform doi: 10.3808/jei.201400288 – year: 1992 ident: 10.1016/j.ijepes.2015.06.009_b0110 – volume: 161 start-page: 2668 year: 2010 ident: 10.1016/j.ijepes.2015.06.009_b0125 article-title: A possibilistic programming approach for closed-loop supply chain network design under uncertainty publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2010.04.010 |
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