Skip to main content
Erschienen in: Electrical Engineering 3/2023

23.02.2023 | Original Paper

Performance analysis of a robust and multi-approach model in retail electricity market achieving efficient contracts between retailer, end users and wholesalers

verfasst von: Kourosh Apornak, Soodabeh Soleymani, Faramarz Faghihi, Babak Mozafari

Erschienen in: Electrical Engineering | Ausgabe 3/2023

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, a new bi-level model is presented in order to set the interaction between different players in electricity market contracts. The proposed model framework is multi-objective so that the aims of retailer and customers are met simultaneously. In this study, new parameters and indexes for interaction of players will be introduced. In the upper level of this model, the retailer’s profit will be maximized and in the lower level, the customer’s cost will be minimized. Based on the retailer’s interaction with customers in the proposed model, some customers will be selected from the customers group to contract with power retailer. In the proposed model, a robust optimization approach (ROA) is used to manage the retailer’s risk in different conditions due to the uncertainty of energy supply by the wholesaler. The analysis of multi-objective approach in this model is also carried out based on Torabi-Hassini (TH) method. Finally, after the required linearization, the proposed Mixed Integer linear programming (MILP) model in the presence of Karush–Kuhn–Tucker conditions will implement in GAMS software and solved via GUROBI solver.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Shahidehpour M, Yamin H, Li Z (2002) Market operations in electric power systems. Wiley, New YorkCrossRef Shahidehpour M, Yamin H, Li Z (2002) Market operations in electric power systems. Wiley, New YorkCrossRef
2.
Zurück zum Zitat Deng SJ, Oren SS (2006) Electricity derivatives and risk management. Energy 3:940–953CrossRef Deng SJ, Oren SS (2006) Electricity derivatives and risk management. Energy 3:940–953CrossRef
3.
Zurück zum Zitat Nojavan S, Majidi M, Zare K (2018) Optimal scheduling of heating and power hubs under economic and environment issues in the presence of peak load management. Energy Convers Manage 156:34–44CrossRef Nojavan S, Majidi M, Zare K (2018) Optimal scheduling of heating and power hubs under economic and environment issues in the presence of peak load management. Energy Convers Manage 156:34–44CrossRef
4.
Zurück zum Zitat Nojavan S, Zare K, Mohammadi-Ivatloo B (2017) Risk-based framework for supplying electricity from renewable generation-owning retailers to price-sensitive customers using information gap decision theory. Int J Electr Power Energy Syst 93:156–170CrossRef Nojavan S, Zare K, Mohammadi-Ivatloo B (2017) Risk-based framework for supplying electricity from renewable generation-owning retailers to price-sensitive customers using information gap decision theory. Int J Electr Power Energy Syst 93:156–170CrossRef
5.
Zurück zum Zitat Wu T, Li G, Bie Z (2019) Power procurement strategies of retailer considering demand response program. In: 8th renewable power generation conference (RPG 2019), pp 1–8 Wu T, Li G, Bie Z (2019) Power procurement strategies of retailer considering demand response program. In: 8th renewable power generation conference (RPG 2019), pp 1–8
6.
Zurück zum Zitat Ghazvini MA, Soares J, Horta N, Neves R, Castro R, Vale Z (2015) A multi-objective model for scheduling of short-term incentive-based demand response programs offered by electricity retailers. Appl Energy 151:102–118CrossRef Ghazvini MA, Soares J, Horta N, Neves R, Castro R, Vale Z (2015) A multi-objective model for scheduling of short-term incentive-based demand response programs offered by electricity retailers. Appl Energy 151:102–118CrossRef
7.
Zurück zum Zitat Boroumand RH, Goutte S, Guesmi K, Porcher T (2019) Potential benefits of optimal intraday electricity hedging for the environment: the perspective of electricity retailers. Energy Policy 132:1120–1129CrossRef Boroumand RH, Goutte S, Guesmi K, Porcher T (2019) Potential benefits of optimal intraday electricity hedging for the environment: the perspective of electricity retailers. Energy Policy 132:1120–1129CrossRef
8.
Zurück zum Zitat Yoon AY, Kim YJ, Zakula T, Moon SI (2020) Retail electricity pricing via online-learning of data-driven demand response of HVAC systems. Appl Energy 265:114771CrossRef Yoon AY, Kim YJ, Zakula T, Moon SI (2020) Retail electricity pricing via online-learning of data-driven demand response of HVAC systems. Appl Energy 265:114771CrossRef
9.
Zurück zum Zitat Guo YM, Shao P, Wang J, Dou X, Zhao WH (2019) Purchase strategies for power retailers considering load deviation and CVaR. Energy Procedia 158:6658–6663CrossRef Guo YM, Shao P, Wang J, Dou X, Zhao WH (2019) Purchase strategies for power retailers considering load deviation and CVaR. Energy Procedia 158:6658–6663CrossRef
10.
Zurück zum Zitat Tom N, Dan M, Riccardo S (2019) Consumer switching in retail electricity markets: Is price all that matters? Energy Econ 83:88–103CrossRef Tom N, Dan M, Riccardo S (2019) Consumer switching in retail electricity markets: Is price all that matters? Energy Econ 83:88–103CrossRef
11.
Zurück zum Zitat Xiao D, do Prado JC, Qiao W (2021) Optimal joint demand and virtual bidding for a strategic retailer in the short-term electricity market. Electric Power Syst Res 190:106855CrossRef Xiao D, do Prado JC, Qiao W (2021) Optimal joint demand and virtual bidding for a strategic retailer in the short-term electricity market. Electric Power Syst Res 190:106855CrossRef
12.
Zurück zum Zitat Wei W, Liu F, Mei S (2015) Offering non-dominated strategies under uncertain market prices. IEEE Trans Power Syst 30:2820–2821CrossRef Wei W, Liu F, Mei S (2015) Offering non-dominated strategies under uncertain market prices. IEEE Trans Power Syst 30:2820–2821CrossRef
13.
Zurück zum Zitat Wei W, Liu F, Mei S (2015) Energy pricing and dispatch for smart grid retailers under demand response and market price uncertainty. IEEE Trans Smart Grid 6:1364–1374CrossRef Wei W, Liu F, Mei S (2015) Energy pricing and dispatch for smart grid retailers under demand response and market price uncertainty. IEEE Trans Smart Grid 6:1364–1374CrossRef
14.
Zurück zum Zitat Algarvio H, Lopes F (2022) Agent-based retail competition and portfolio optimization in liberalized electricity markets: A study involving real-world consumers. Int J Electr Power Energy Syst 137:107687CrossRef Algarvio H, Lopes F (2022) Agent-based retail competition and portfolio optimization in liberalized electricity markets: A study involving real-world consumers. Int J Electr Power Energy Syst 137:107687CrossRef
15.
Zurück zum Zitat Hu F, Feng X, Cao H (2018) A short-term decision model for electricity retailers: electricity procurement and time-of-use pricing. Energies 11(12):3258CrossRef Hu F, Feng X, Cao H (2018) A short-term decision model for electricity retailers: electricity procurement and time-of-use pricing. Energies 11(12):3258CrossRef
16.
Zurück zum Zitat Bruninx K, Pandžić H, Le Cadre H, Delarue E (2020) On the interaction between aggregators, electricity markets and residential demand response providers. IEEE Trans Power Syst 35:840–853CrossRef Bruninx K, Pandžić H, Le Cadre H, Delarue E (2020) On the interaction between aggregators, electricity markets and residential demand response providers. IEEE Trans Power Syst 35:840–853CrossRef
17.
Zurück zum Zitat Rezaee Jordehi A, Tabar VS, Mansouri SA, Nasir M, Hakimi SM, Pirouzi S (2022) A risk-averse two-stage stochastic model for planning retailers including self-generation and storage system. J Energy Storage 51:104380CrossRef Rezaee Jordehi A, Tabar VS, Mansouri SA, Nasir M, Hakimi SM, Pirouzi S (2022) A risk-averse two-stage stochastic model for planning retailers including self-generation and storage system. J Energy Storage 51:104380CrossRef
18.
Zurück zum Zitat Hosseini Imani M, Zalzar S, Mosavi A, Shamshirband S (2018) Strategic behavior of retailers for risk reduction and profit increment via distributed generators and demand response programs. Energies 11:1602CrossRef Hosseini Imani M, Zalzar S, Mosavi A, Shamshirband S (2018) Strategic behavior of retailers for risk reduction and profit increment via distributed generators and demand response programs. Energies 11:1602CrossRef
19.
Zurück zum Zitat Deng T, Yan W, Nojavan S, Jermsittiparsert K (2020) Risk evaluation and retail electricity pricing using downside risk constraints method. Energy 192:116672CrossRef Deng T, Yan W, Nojavan S, Jermsittiparsert K (2020) Risk evaluation and retail electricity pricing using downside risk constraints method. Energy 192:116672CrossRef
20.
Zurück zum Zitat Grimm V, Orlinskaya G, Schewe L, Schmidt M, Zöttl G (2021) Optimal design of retailer-prosumer electricity tariffs using bilevel optimization. Omega 102:102327CrossRef Grimm V, Orlinskaya G, Schewe L, Schmidt M, Zöttl G (2021) Optimal design of retailer-prosumer electricity tariffs using bilevel optimization. Omega 102:102327CrossRef
21.
Zurück zum Zitat Oveis A et al (2019) Optimal offering and bidding strategies of renewable energy based large consumer using a novel hybrid robust-stochastic approach. J Cleaner Prod 215:878–889CrossRef Oveis A et al (2019) Optimal offering and bidding strategies of renewable energy based large consumer using a novel hybrid robust-stochastic approach. J Cleaner Prod 215:878–889CrossRef
22.
Zurück zum Zitat Hou J, Zhang Z, Lin Z, Yang L, Liu X, Jiang Y, He C, Li J, Wang K, Zhang W, Ding Y, Wen F (2019) An energy imbalance settlement mechanism considering decision-making strategy of retailers under renewable portfolio standard. IEEE Access Pr Innov Open Solut 7:118146–118161CrossRef Hou J, Zhang Z, Lin Z, Yang L, Liu X, Jiang Y, He C, Li J, Wang K, Zhang W, Ding Y, Wen F (2019) An energy imbalance settlement mechanism considering decision-making strategy of retailers under renewable portfolio standard. IEEE Access Pr Innov Open Solut 7:118146–118161CrossRef
23.
Zurück zum Zitat Sekizaki S, Nishizaki I, Hayashida T (2019) Decision making of electricity retailer with multiple channels of purchase based on fractile criterion with rational responses of consumers. Int J Electr Power Energy Syst 105:877–893CrossRef Sekizaki S, Nishizaki I, Hayashida T (2019) Decision making of electricity retailer with multiple channels of purchase based on fractile criterion with rational responses of consumers. Int J Electr Power Energy Syst 105:877–893CrossRef
24.
Zurück zum Zitat Feng C, Wang Y, Zheng K, Chen Q (2020) Smart meter data-driven customizing price design for retailers. IEEE Trans Smart Grid 11(3):2043–2054CrossRef Feng C, Wang Y, Zheng K, Chen Q (2020) Smart meter data-driven customizing price design for retailers. IEEE Trans Smart Grid 11(3):2043–2054CrossRef
25.
Zurück zum Zitat Sharifi R, Anvari-Moghaddam A, Fathi SH, Vahidinasab V (2020) A bi-level model for strategic bidding of a price-maker retailer with flexible demands in day-ahead electricity market. Int J Electr Power Energy Syst 121:106065CrossRef Sharifi R, Anvari-Moghaddam A, Fathi SH, Vahidinasab V (2020) A bi-level model for strategic bidding of a price-maker retailer with flexible demands in day-ahead electricity market. Int J Electr Power Energy Syst 121:106065CrossRef
26.
Zurück zum Zitat Kleinert T, Labbé M, Ljubić I, Schmidt M (2021) A survey on mixed-integer programming techniques in bilevel optimization. EURO J Comput Optim 9:100007MathSciNetCrossRef Kleinert T, Labbé M, Ljubić I, Schmidt M (2021) A survey on mixed-integer programming techniques in bilevel optimization. EURO J Comput Optim 9:100007MathSciNetCrossRef
27.
Zurück zum Zitat El Khatib S, Galiana FD (2007) Negotiating bilateral contracts in electricity markets. IEEE Trans Power Syst 22:553–562CrossRef El Khatib S, Galiana FD (2007) Negotiating bilateral contracts in electricity markets. IEEE Trans Power Syst 22:553–562CrossRef
28.
29.
Zurück zum Zitat Boland N, Dey SS, Kalinowski T, Molinaro M, Rigterink F (2017) Bounding the gap between the McCormick relaxation and the convex hull for bilinear functions. Mathem Progr 162:523–535MathSciNetCrossRefMATH Boland N, Dey SS, Kalinowski T, Molinaro M, Rigterink F (2017) Bounding the gap between the McCormick relaxation and the convex hull for bilinear functions. Mathem Progr 162:523–535MathSciNetCrossRefMATH
30.
Zurück zum Zitat Castro PM (2015) Tightening piecewise McCormick relaxations for bilinear problems. Comput Chem Eng 72:300–311CrossRef Castro PM (2015) Tightening piecewise McCormick relaxations for bilinear problems. Comput Chem Eng 72:300–311CrossRef
31.
Zurück zum Zitat Chen S-l (2020) The KKT optimality conditions for optimization problem with interval-valued objective function on Hadamard manifolds. Optimization 71(3):613–632MathSciNetCrossRefMATH Chen S-l (2020) The KKT optimality conditions for optimization problem with interval-valued objective function on Hadamard manifolds. Optimization 71(3):613–632MathSciNetCrossRefMATH
32.
Zurück zum Zitat Sinha A, Soun T, Deb K (2019) Using karush-kuhn-tucker proximity measure for solving bilevel optimization problems. Swarm Evol Comput 44:496–510CrossRef Sinha A, Soun T, Deb K (2019) Using karush-kuhn-tucker proximity measure for solving bilevel optimization problems. Swarm Evol Comput 44:496–510CrossRef
33.
Zurück zum Zitat Ye Y, Papadaskalopoulos D, Kazempour J, Strbac G (2020) ‘Incorporating non-convex operating characteristics into bi-level optimization electricity market models.’ IEEE Trans Power Syst 35:163–176CrossRef Ye Y, Papadaskalopoulos D, Kazempour J, Strbac G (2020) ‘Incorporating non-convex operating characteristics into bi-level optimization electricity market models.’ IEEE Trans Power Syst 35:163–176CrossRef
34.
Zurück zum Zitat Kiani E, Doagou-Mojarrad H, Razmi H (2020) Multi-objective optimal power flow considering voltage stability index and emergency demand response program. Electr Eng 102:2493–2508CrossRef Kiani E, Doagou-Mojarrad H, Razmi H (2020) Multi-objective optimal power flow considering voltage stability index and emergency demand response program. Electr Eng 102:2493–2508CrossRef
35.
Zurück zum Zitat Torabi SA, Hassini E (2008) An interactive possibilistic programming approach for multiple objective supply chain master planning. Fuzzy Sets Syst 159(2):193–214MathSciNetCrossRefMATH Torabi SA, Hassini E (2008) An interactive possibilistic programming approach for multiple objective supply chain master planning. Fuzzy Sets Syst 159(2):193–214MathSciNetCrossRefMATH
37.
Zurück zum Zitat Ben-Tal A, El Ghaoui L, Nemirovski A (2009) Robust optimization. Princeton University PressCrossRefMATH Ben-Tal A, El Ghaoui L, Nemirovski A (2009) Robust optimization. Princeton University PressCrossRefMATH
38.
Zurück zum Zitat Govindan K, Fattahi M, Keyvanshokooh E (2017) Supply chain network design under uncertainty: a comprehensive review and future research directions. Eur J Oper Res 263(1):108–141MathSciNetCrossRefMATH Govindan K, Fattahi M, Keyvanshokooh E (2017) Supply chain network design under uncertainty: a comprehensive review and future research directions. Eur J Oper Res 263(1):108–141MathSciNetCrossRefMATH
39.
Zurück zum Zitat Behzadi G, O’Sullivan MJ, Olsen TL, Zhang A (2018) Agribusiness supply chain risk management: a review of quantitative decision models. Omega 79:21–42CrossRef Behzadi G, O’Sullivan MJ, Olsen TL, Zhang A (2018) Agribusiness supply chain risk management: a review of quantitative decision models. Omega 79:21–42CrossRef
40.
Zurück zum Zitat Bandi C, Han E, Nohadani O (2019) Sustainable inventory with robust periodic-affine policies and application to medical supply chains. Manag Sci 65(10):4636–4655CrossRef Bandi C, Han E, Nohadani O (2019) Sustainable inventory with robust periodic-affine policies and application to medical supply chains. Manag Sci 65(10):4636–4655CrossRef
Metadaten
Titel
Performance analysis of a robust and multi-approach model in retail electricity market achieving efficient contracts between retailer, end users and wholesalers
verfasst von
Kourosh Apornak
Soodabeh Soleymani
Faramarz Faghihi
Babak Mozafari
Publikationsdatum
23.02.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Electrical Engineering / Ausgabe 3/2023
Print ISSN: 0948-7921
Elektronische ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-023-01747-0

Weitere Artikel der Ausgabe 3/2023

Electrical Engineering 3/2023 Zur Ausgabe