Designing time-of-use program based on stochastic security constrained unit commitment considering reliability index
Recently in electricity markets, a massive focus has been made on setting up opportunities for participating demand side. Such opportunities, also known as demand response (DR) options, are triggered by either a grid reliability problem or high electricity prices. Two important challenges that marke...
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| Vydáno v: | Energy (Oxford) Ročník 41; číslo 1; s. 541 - 548 |
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| Jazyk: | angličtina |
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Kidlington
Elsevier Ltd
01.05.2012
Elsevier |
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| ISSN: | 0360-5442 |
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| Abstract | Recently in electricity markets, a massive focus has been made on setting up opportunities for participating demand side. Such opportunities, also known as demand response (DR) options, are triggered by either a grid reliability problem or high electricity prices. Two important challenges that market operators are facing are appropriate designing and reasonable pricing of DR options.
In this paper, time-of-use program (TOU) as a prevalent time-varying program is modeled linearly based on own and cross elasticity definition. In order to decide on TOU rates, a stochastic model is proposed in which the optimum TOU rates are determined based on grid reliability index set by the operator. Expected Load Not Supplied (ELNS) is used to evaluate reliability of the power system in each hour. The proposed stochastic model is formulated as a two-stage stochastic mixed-integer linear programming (SMILP) problem and solved using CPLEX solver. The validity of the method is tested over the IEEE 24-bus test system. In this regard, the impact of the proposed pricing method on system load profile; operational costs and required capacity of up- and down-spinning reserve as well as improvement of load factor is demonstrated. Also the sensitivity of the results to elasticity coefficients is investigated.
► Time-of-use demand response program is linearly modeled. ► A stochastic model is proposed to determine the optimum TOU rates based on ELNS index set by the operator. ► The model is formulated as a short-term two-stage stochastic mixed-integer linear programming problem. |
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| AbstractList | Recently in electricity markets, a massive focus has been made on setting up opportunities for participating demand side. Such opportunities, also known as demand response (DR) options, are triggered by either a grid reliability problem or high electricity prices. Two important challenges that market operators are facing are appropriate designing and reasonable pricing of DR options. In this paper, time-of-use program (TOU) as a prevalent time-varying program is modeled linearly based on own and cross elasticity definition. In order to decide on TOU rates, a stochastic model is proposed in which the optimum TOU rates are determined based on grid reliability index set by the operator. Expected Load Not Supplied (ELNS) is used to evaluate reliability of the power system in each hour. The proposed stochastic model is formulated as a two-stage stochastic mixed-integer linear programming (SMILP) problem and solved using CPLEX solver. The validity of the method is tested over the IEEE 24-bus test system. In this regard, the impact of the proposed pricing method on system load profile; operational costs and required capacity of up- and down-spinning reserve as well as improvement of load factor is demonstrated. Also the sensitivity of the results to elasticity coefficients is investigated. Recently in electricity markets, a massive focus has been made on setting up opportunities for participating demand side. Such opportunities, also known as demand response (DR) options, are triggered by either a grid reliability problem or high electricity prices. Two important challenges that market operators are facing are appropriate designing and reasonable pricing of DR options. In this paper, time-of-use program (TOU) as a prevalent time-varying program is modeled linearly based on own and cross elasticity definition. In order to decide on TOU rates, a stochastic model is proposed in which the optimum TOU rates are determined based on grid reliability index set by the operator. Expected Load Not Supplied (ELNS) is used to evaluate reliability of the power system in each hour. The proposed stochastic model is formulated as a two-stage stochastic mixed-integer linear programming (SMILP) problem and solved using CPLEX solver. The validity of the method is tested over the IEEE 24-bus test system. In this regard, the impact of the proposed pricing method on system load profile; operational costs and required capacity of up- and down-spinning reserve as well as improvement of load factor is demonstrated. Also the sensitivity of the results to elasticity coefficients is investigated. ► Time-of-use demand response program is linearly modeled. ► A stochastic model is proposed to determine the optimum TOU rates based on ELNS index set by the operator. ► The model is formulated as a short-term two-stage stochastic mixed-integer linear programming problem. |
| Author | Mozafari, Babak Bashirvand, Mahdi Ranjbar, Ali Mohamad Nikzad, Mehdi Solaymani, Soodabeh |
| Author_xml | – sequence: 1 givenname: Mehdi surname: Nikzad fullname: Nikzad, Mehdi email: mehdi.nikzad@yahoo.com organization: Department of Electrical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran – sequence: 2 givenname: Babak surname: Mozafari fullname: Mozafari, Babak organization: Department of Electrical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran – sequence: 3 givenname: Mahdi surname: Bashirvand fullname: Bashirvand, Mahdi organization: Department of Electrical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran – sequence: 4 givenname: Soodabeh surname: Solaymani fullname: Solaymani, Soodabeh organization: Department of Electrical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran – sequence: 5 givenname: Ali Mohamad surname: Ranjbar fullname: Ranjbar, Ali Mohamad organization: Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran |
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| Cites_doi | 10.1109/TPWRS.2005.857016 10.1109/TPWRS.2009.2023267 10.1016/j.energy.2009.05.021 10.1016/j.epsr.2008.02.012 10.1016/j.energy.2009.03.018 10.1016/j.energy.2009.09.014 10.1016/j.epsr.2003.10.002 10.1016/j.energy.2009.09.017 10.1109/TPWRS.2009.2036264 10.1016/0378-7796(93)90021-6 10.1109/TPWRS.2007.894843 10.1109/TSG.2010.2046430 10.1109/TPWRS.2003.818587 10.1109/59.780914 10.1016/j.tej.2005.04.005 10.1016/j.apenergy.2009.05.041 10.1109/TPWRS.2007.894867 10.1016/j.epsr.2009.10.007 10.1109/TEVC.2010.2058121 10.1016/j.energy.2009.06.029 10.1109/TPAS.1985.319194 10.1016/j.epsr.2008.04.002 |
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| Keywords | Expected load not supplied index Demand response Stochastic security constrained unit commitment Time-of-use rates Mixed-integer linear programming |
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| References | Goel, Wu, Wang (bib9) 2008; 78 Wong, Fuller (bib20) 2007; 22 Wu, Shahidehpour, Li (bib22) 2007; 22 Tometzki, Engell (bib26) 2011; 15 Aalami, Moghaddam, Yousefi (bib12) 2010; 87 River (bib7) February 2005 Schweppe, Caramanis, Tabors, Bohn (bib13) 1988 Kall, Wallace (bib17) 1994 Bouffard, Galiana (bib25) 2004; 19 Yamin (bib15) 2004; 69 FERC report (bib6) August 2006 Faruqui, George (bib10) 2005; 18 Schweppe, Caramanis, Tabors (bib14) 1985; 104 Walawalkar, Fernands, Thakur, Chevva (bib2) 2010; 35 Albadi, El-Saadany (bib8) 2008; 78 Shahidehpour, Yamin, Li (bib16) 2002 Faruqui, Hajosb, Hledik, Newell (bib3) 2010; 35 Zarnikau (bib5) 2010; 35 Sarić, Murphy, Soyster, Stankovic (bib19) 2009; 24 Parvania, Fotuhi-Firuzabad (bib24) 2010; 1 Torriti, Hassan, Leach (bib4) 2010; 35 . Bouffard, Galiana, Conejo (bib18) 2004; 20 Cappers, Goldman, Kathan (bib1) 2010; 35 Rosenthal RE. GAMS: a user's guide. GAMS Development Corporation. Washington DC. (bib28) 1999; 14 Qiu, Girgis (bib23) 1993; 26 Aalami, Yousefi, Moghaddam (bib11) 2009; 80 Zhang, Fuller, Elhedhli (bib21) 2010; 25 FERC report (10.1016/j.energy.2012.02.015_bib6) 2006 Albadi (10.1016/j.energy.2012.02.015_bib8) 2008; 78 10.1016/j.energy.2012.02.015_bib27 Shahidehpour (10.1016/j.energy.2012.02.015_bib16) 2002 Aalami (10.1016/j.energy.2012.02.015_bib12) 2010; 87 Kall (10.1016/j.energy.2012.02.015_bib17) 1994 Zarnikau (10.1016/j.energy.2012.02.015_bib5) 2010; 35 Wu (10.1016/j.energy.2012.02.015_bib22) 2007; 22 Schweppe (10.1016/j.energy.2012.02.015_bib14) 1985; 104 River (10.1016/j.energy.2012.02.015_bib7) 2005 Walawalkar (10.1016/j.energy.2012.02.015_bib2) 2010; 35 Sarić (10.1016/j.energy.2012.02.015_bib19) 2009; 24 Tometzki (10.1016/j.energy.2012.02.015_bib26) 2011; 15 Faruqui (10.1016/j.energy.2012.02.015_bib10) 2005; 18 (10.1016/j.energy.2012.02.015_bib28) 1999; 14 Schweppe (10.1016/j.energy.2012.02.015_bib13) 1988 Faruqui (10.1016/j.energy.2012.02.015_bib3) 2010; 35 Parvania (10.1016/j.energy.2012.02.015_bib24) 2010; 1 Bouffard (10.1016/j.energy.2012.02.015_bib18) 2004; 20 Wong (10.1016/j.energy.2012.02.015_bib20) 2007; 22 Cappers (10.1016/j.energy.2012.02.015_bib1) 2010; 35 Goel (10.1016/j.energy.2012.02.015_bib9) 2008; 78 Torriti (10.1016/j.energy.2012.02.015_bib4) 2010; 35 Yamin (10.1016/j.energy.2012.02.015_bib15) 2004; 69 Qiu (10.1016/j.energy.2012.02.015_bib23) 1993; 26 Zhang (10.1016/j.energy.2012.02.015_bib21) 2010; 25 Aalami (10.1016/j.energy.2012.02.015_bib11) 2009; 80 Bouffard (10.1016/j.energy.2012.02.015_bib25) 2004; 19 |
| References_xml | – volume: 78 start-page: 1655 year: 2008 end-page: 1663 ident: bib9 article-title: Nodal price volatility reduction and reliability enhancement of restructured power systems considering demand–price elasticity publication-title: Electric Power Syst Res – volume: 19 start-page: 300 year: 2004 end-page: 307 ident: bib25 article-title: An electricity market with a probabilistic spinning reserve criterion publication-title: IEEE Trans Power Syst – volume: 22 start-page: 800 year: 2007 end-page: 811 ident: bib22 article-title: Stochastic security-constrained unit commitment publication-title: IEEE Trans Power Syst – volume: 35 start-page: 1536 year: 2010 end-page: 1543 ident: bib5 article-title: Demand participation in the restructured electric reliability council of Texas market publication-title: Energy – volume: 20 start-page: 1818 year: 2004 end-page: 1826 ident: bib18 article-title: Market-clearing with stochastic security-part I: formulation publication-title: IEEE Trans Power Syst – year: 2002 ident: bib16 article-title: Market operations in electric power systems – volume: 24 start-page: 1266 year: 2009 end-page: 1278 ident: bib19 article-title: Two-stage stochastic programming model for market clearing with contingencies publication-title: IEEE Trans Power Syst – volume: 1 start-page: 89 year: 2010 end-page: 98 ident: bib24 article-title: Demand response scheduling by stochastic SCUC publication-title: IEEE Trans Smart Grid – volume: 26 start-page: 87 year: 1993 end-page: 95 ident: bib23 article-title: Optimization of power system reliability level by stochastic programming publication-title: Electric Power Syst Res – volume: 35 start-page: 1544 year: 2010 end-page: 1552 ident: bib3 article-title: Fostering economic demand response in the Midwest ISO publication-title: Energy – year: 1988 ident: bib13 article-title: Spot pricing of electricity – volume: 69 start-page: 227 year: 2004 end-page: 248 ident: bib15 article-title: Review on methods of generation scheduling in electric power systems publication-title: Electric Power Syst Res – volume: 80 start-page: 426 year: 2009 end-page: 435 ident: bib11 article-title: Modeling and prioritizing demand response programs in power markets publication-title: Electric Power Syst Res – volume: 104 start-page: 1644 year: 1985 end-page: 1655 ident: bib14 article-title: Evaluation of spot price based electricity rates publication-title: IEEE Trans Power App Syst – volume: 15 start-page: 196 year: 2011 end-page: 214 ident: bib26 article-title: Systematic initialization techniques for hybrid evolutionary algorithms for solving two-stage stochastic mixed-integer programs publication-title: IEEE Trans Evol Comp – year: August 2006 ident: bib6 article-title: Regulatory commission survey on demand response and time based rate programs/tariffs – year: 1994 ident: bib17 article-title: Stochastic programming – volume: 22 start-page: 631 year: 2007 end-page: 638 ident: bib20 article-title: Pricing energy and reserves using stochastic optimization in an alternative electricity market publication-title: IEEE Trans Power Syst – reference: . – volume: 78 start-page: 1989 year: 2008 end-page: 1996 ident: bib8 article-title: A summary of demand response in electricity markets publication-title: Electric Power Syst Res – volume: 14 start-page: 1010 year: 1999 end-page: 1020 ident: bib28 article-title: The IEEE reliability test system-1996 publication-title: IEEE Trans Power Syst – volume: 18 start-page: 53 year: 2005 end-page: 63 ident: bib10 article-title: Quantifying customer response to dynamic pricing publication-title: Electricity J – volume: 87 start-page: 243 year: 2010 end-page: 250 ident: bib12 article-title: Demand response modeling considering interruptible/curtailable loads and capacity market programs publication-title: Appl Energy – reference: Rosenthal RE. GAMS: a user's guide. GAMS Development Corporation. Washington DC. – volume: 35 start-page: 1553 year: 2010 end-page: 1560 ident: bib2 article-title: Evolution and current status of demand response (DR) in electricity markets: insights from PJM and NYISO publication-title: Energy – volume: 35 start-page: 1575 year: 2010 end-page: 1583 ident: bib4 article-title: Demand response experience in Europe: policies, programmes and implementation publication-title: Energy – year: February 2005 ident: bib7 article-title: Primer on demand side management. Report for the World Bank – volume: 35 start-page: 1526 year: 2010 end-page: 1535 ident: bib1 article-title: Demand response in U.S. electricity markets: empirical evidence publication-title: Energy – volume: 25 start-page: 703 year: 2010 end-page: 713 ident: bib21 article-title: A stochastic programming model for a day-ahead electricity market with real-time reserve shortage pricing publication-title: IEEE Trans Power Syst – volume: 20 start-page: 1818 year: 2004 ident: 10.1016/j.energy.2012.02.015_bib18 article-title: Market-clearing with stochastic security-part I: formulation publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2005.857016 – volume: 24 start-page: 1266 year: 2009 ident: 10.1016/j.energy.2012.02.015_bib19 article-title: Two-stage stochastic programming model for market clearing with contingencies publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2009.2023267 – volume: 35 start-page: 1575 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib4 article-title: Demand response experience in Europe: policies, programmes and implementation publication-title: Energy doi: 10.1016/j.energy.2009.05.021 – volume: 78 start-page: 1655 year: 2008 ident: 10.1016/j.energy.2012.02.015_bib9 article-title: Nodal price volatility reduction and reliability enhancement of restructured power systems considering demand–price elasticity publication-title: Electric Power Syst Res doi: 10.1016/j.epsr.2008.02.012 – volume: 35 start-page: 1536 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib5 article-title: Demand participation in the restructured electric reliability council of Texas market publication-title: Energy doi: 10.1016/j.energy.2009.03.018 – volume: 35 start-page: 1544 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib3 article-title: Fostering economic demand response in the Midwest ISO publication-title: Energy doi: 10.1016/j.energy.2009.09.014 – year: 2005 ident: 10.1016/j.energy.2012.02.015_bib7 – volume: 69 start-page: 227 year: 2004 ident: 10.1016/j.energy.2012.02.015_bib15 article-title: Review on methods of generation scheduling in electric power systems publication-title: Electric Power Syst Res doi: 10.1016/j.epsr.2003.10.002 – year: 2006 ident: 10.1016/j.energy.2012.02.015_bib6 – year: 1994 ident: 10.1016/j.energy.2012.02.015_bib17 – volume: 35 start-page: 1553 issue: 4 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib2 article-title: Evolution and current status of demand response (DR) in electricity markets: insights from PJM and NYISO publication-title: Energy doi: 10.1016/j.energy.2009.09.017 – volume: 25 start-page: 703 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib21 article-title: A stochastic programming model for a day-ahead electricity market with real-time reserve shortage pricing publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2009.2036264 – volume: 26 start-page: 87 year: 1993 ident: 10.1016/j.energy.2012.02.015_bib23 article-title: Optimization of power system reliability level by stochastic programming publication-title: Electric Power Syst Res doi: 10.1016/0378-7796(93)90021-6 – volume: 22 start-page: 800 year: 2007 ident: 10.1016/j.energy.2012.02.015_bib22 article-title: Stochastic security-constrained unit commitment publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2007.894843 – volume: 1 start-page: 89 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib24 article-title: Demand response scheduling by stochastic SCUC publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2010.2046430 – volume: 19 start-page: 300 year: 2004 ident: 10.1016/j.energy.2012.02.015_bib25 article-title: An electricity market with a probabilistic spinning reserve criterion publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2003.818587 – year: 1988 ident: 10.1016/j.energy.2012.02.015_bib13 – volume: 14 start-page: 1010 year: 1999 ident: 10.1016/j.energy.2012.02.015_bib28 article-title: The IEEE reliability test system-1996 publication-title: IEEE Trans Power Syst doi: 10.1109/59.780914 – ident: 10.1016/j.energy.2012.02.015_bib27 – volume: 18 start-page: 53 year: 2005 ident: 10.1016/j.energy.2012.02.015_bib10 article-title: Quantifying customer response to dynamic pricing publication-title: Electricity J doi: 10.1016/j.tej.2005.04.005 – volume: 87 start-page: 243 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib12 article-title: Demand response modeling considering interruptible/curtailable loads and capacity market programs publication-title: Appl Energy doi: 10.1016/j.apenergy.2009.05.041 – volume: 22 start-page: 631 year: 2007 ident: 10.1016/j.energy.2012.02.015_bib20 article-title: Pricing energy and reserves using stochastic optimization in an alternative electricity market publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2007.894867 – volume: 80 start-page: 426 year: 2009 ident: 10.1016/j.energy.2012.02.015_bib11 article-title: Modeling and prioritizing demand response programs in power markets publication-title: Electric Power Syst Res doi: 10.1016/j.epsr.2009.10.007 – volume: 15 start-page: 196 year: 2011 ident: 10.1016/j.energy.2012.02.015_bib26 article-title: Systematic initialization techniques for hybrid evolutionary algorithms for solving two-stage stochastic mixed-integer programs publication-title: IEEE Trans Evol Comp doi: 10.1109/TEVC.2010.2058121 – volume: 35 start-page: 1526 year: 2010 ident: 10.1016/j.energy.2012.02.015_bib1 article-title: Demand response in U.S. electricity markets: empirical evidence publication-title: Energy doi: 10.1016/j.energy.2009.06.029 – volume: 104 start-page: 1644 year: 1985 ident: 10.1016/j.energy.2012.02.015_bib14 article-title: Evaluation of spot price based electricity rates publication-title: IEEE Trans Power App Syst doi: 10.1109/TPAS.1985.319194 – volume: 78 start-page: 1989 year: 2008 ident: 10.1016/j.energy.2012.02.015_bib8 article-title: A summary of demand response in electricity markets publication-title: Electric Power Syst Res doi: 10.1016/j.epsr.2008.04.002 – year: 2002 ident: 10.1016/j.energy.2012.02.015_bib16 |
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| SubjectTerms | Applied sciences Demand response electricity electricity costs Energy Exact sciences and technology Expected load not supplied index linear programming markets Mixed-integer linear programming prices stochastic processes Stochastic security constrained unit commitment Time-of-use rates |
| Title | Designing time-of-use program based on stochastic security constrained unit commitment considering reliability index |
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