Skip to main content
Top
Published in: Electrical Engineering 4/2019

04-11-2019 | Original Paper

An efficient hybrid structure to solve economic-environmental energy scheduling integrated with demand side management programs

Authors: Sobhan Dorahaki, Masoud Rashidinejad, Mojgan Mollahassani-pour, Alireza Bakhshai

Published in: Electrical Engineering | Issue 4/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Nowadays, by increasing the amount of greenhouse gases (GHGs) emitted from electricity generation sector, substantial challenges will be forced to the power system scheduling problems. However, under the smart environment, the amount of GHGs can be declined by handling the consumers’ demand. In this regard, this paper presents a two-stage framework concentrating on demand side management including energy efficiency programs and demand response programs as significant aspects of smart power system to handle system expenditures as well as pollutants. Therefore, in the first stage, investment rate on energy efficiency is specified over the midterm horizon time, and in the second one, a formulation of cost-and-emission-based generation scheduling in the presence of demand side management programs has been performed. Finally, a novel index the so-called emission mitigation index is nominated to investigate the impacts of demand side management on evaluation of GHGs emissions’ level. The IEEE 10 unit standard test system is conducted to evaluate the capability of demand side management in reduction of GHGs emissions and financial burden. Results indicate that by efficient utilization of demand side management programs, significant improvement is obtained.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Mollahassani-pour M, Rashidinejad M, Abdollahi A (2017) Appraisal of eco-friendly preventive maintenance scheduling strategy impacts on GHG emissions mitigation in smart grids. J Clean Prod 143:212–223CrossRef Mollahassani-pour M, Rashidinejad M, Abdollahi A (2017) Appraisal of eco-friendly preventive maintenance scheduling strategy impacts on GHG emissions mitigation in smart grids. J Clean Prod 143:212–223CrossRef
2.
go back to reference International Energy Agency (IEA) (2016) CO2 emissions statistics, France International Energy Agency (IEA) (2016) CO2 emissions statistics, France
3.
go back to reference Chen Y, Ebenstein A, Greenstone M, Li H (2013) Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai River policy. Proc Natl Acad Sci U S A 110(32):12936–12941CrossRef Chen Y, Ebenstein A, Greenstone M, Li H (2013) Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai River policy. Proc Natl Acad Sci U S A 110(32):12936–12941CrossRef
4.
go back to reference Kakran S, Chanana S (2018) Smart operations of smart grids integrated with distributed generation: a review. Renew Sustain Energy Rev 81:524–535CrossRef Kakran S, Chanana S (2018) Smart operations of smart grids integrated with distributed generation: a review. Renew Sustain Energy Rev 81:524–535CrossRef
5.
go back to reference Hashemi-Dezaki H, Askarian-Abyaneh H, Shams-Ansari A, DehghaniSanij M, Hejazi MA (2017) Direct cyber-power interdependencies-based reliability evaluation of smart grids including wind/solar/diesel distributed generations and plug-in hybrid electrical vehicles. Int J Electr Power Energy Syst 93(Supplement C):1–14CrossRef Hashemi-Dezaki H, Askarian-Abyaneh H, Shams-Ansari A, DehghaniSanij M, Hejazi MA (2017) Direct cyber-power interdependencies-based reliability evaluation of smart grids including wind/solar/diesel distributed generations and plug-in hybrid electrical vehicles. Int J Electr Power Energy Syst 93(Supplement C):1–14CrossRef
6.
go back to reference Bayindir R, Colak I, Fulli G, Demirtas K (2016) Smart grid technologies and applications. Renew Sustain Energy Rev 66(Supplement C):499–516CrossRef Bayindir R, Colak I, Fulli G, Demirtas K (2016) Smart grid technologies and applications. Renew Sustain Energy Rev 66(Supplement C):499–516CrossRef
7.
go back to reference Tuballa ML, Abundo ML (2016) A review of the development of smart grid technologies. Renew Sustain Energy Rev 59(Supplement C):710–725CrossRef Tuballa ML, Abundo ML (2016) A review of the development of smart grid technologies. Renew Sustain Energy Rev 59(Supplement C):710–725CrossRef
8.
go back to reference Makhijani A (2007) Carbon-free and nuclear-free: a roadmap for U.S. Energy Policy. RDR Books, Muskegon Makhijani A (2007) Carbon-free and nuclear-free: a roadmap for U.S. Energy Policy. RDR Books, Muskegon
9.
go back to reference Dorahaki S, Rashidinejad M, Abdollahi A, Mollahassani-pour M (2018) A novel two-stage structure for coordination of energy efficiency and demand response in the smart grid environment. Int J Electr Power Energy Syst 97:353–362CrossRef Dorahaki S, Rashidinejad M, Abdollahi A, Mollahassani-pour M (2018) A novel two-stage structure for coordination of energy efficiency and demand response in the smart grid environment. Int J Electr Power Energy Syst 97:353–362CrossRef
10.
go back to reference Reddy SS, Abhyankar AR, Bijwe PR (2012) Market clearing for a wind-thermal power system incorporating wind generation and load forecast uncertainties. IEEE Power Energy Soc Gen Meet 2012:1–8 Reddy SS, Abhyankar AR, Bijwe PR (2012) Market clearing for a wind-thermal power system incorporating wind generation and load forecast uncertainties. IEEE Power Energy Soc Gen Meet 2012:1–8
11.
go back to reference Reddy SS, Bijwe PR, Abhyankar AR (2015) Joint energy and spinning reserve market clearing incorporating wind power and load forecast uncertainties. IEEE Syst J 9(1):152–164CrossRef Reddy SS, Bijwe PR, Abhyankar AR (2015) Joint energy and spinning reserve market clearing incorporating wind power and load forecast uncertainties. IEEE Syst J 9(1):152–164CrossRef
12.
go back to reference Chen J, Cheng S, Song M, Wu Y (2016) A carbon emissions reduction index: Integrating the volume and allocation of regional emissions. Appl Energy 184:1154–1164CrossRef Chen J, Cheng S, Song M, Wu Y (2016) A carbon emissions reduction index: Integrating the volume and allocation of regional emissions. Appl Energy 184:1154–1164CrossRef
13.
go back to reference Saber AY, Venayagamoorthy GK (2010) Intelligent unit commitment with vehicle-to-grid—a cost-emission optimization. J Power Sources 195(3):898–911CrossRef Saber AY, Venayagamoorthy GK (2010) Intelligent unit commitment with vehicle-to-grid—a cost-emission optimization. J Power Sources 195(3):898–911CrossRef
14.
go back to reference Nazari ME, Ardehali MM (2017) Profit-based unit commitment of integrated CHP-thermal-heat only units in energy and spinning reserve markets with considerations for environmental CO2 emission cost and valve-point effects. Energy 133(Supplement C):621–635CrossRef Nazari ME, Ardehali MM (2017) Profit-based unit commitment of integrated CHP-thermal-heat only units in energy and spinning reserve markets with considerations for environmental CO2 emission cost and valve-point effects. Energy 133(Supplement C):621–635CrossRef
15.
go back to reference Wang B, Wang S, Zhou X, Watada J (2016) Multi-objective unit commitment with wind penetration and emission concerns under stochastic and fuzzy uncertainties. Energy 111(Supplement C):18–31CrossRef Wang B, Wang S, Zhou X, Watada J (2016) Multi-objective unit commitment with wind penetration and emission concerns under stochastic and fuzzy uncertainties. Energy 111(Supplement C):18–31CrossRef
16.
go back to reference Mohammad N, Mishra Y (2018) Coordination of wind generation and demand response to minimise operation cost in day-ahead electricity markets using bi-level optimisation framework. IET Gener Transm Distrib 12(16):3793–3802CrossRef Mohammad N, Mishra Y (2018) Coordination of wind generation and demand response to minimise operation cost in day-ahead electricity markets using bi-level optimisation framework. IET Gener Transm Distrib 12(16):3793–3802CrossRef
17.
go back to reference Mohammad N, Mishra Y (2019) Retailer’s risk-aware trading framework with demand response aggregators in short-term electricity markets. IET Gener Transm Distrib 13(13):2611–2618CrossRef Mohammad N, Mishra Y (2019) Retailer’s risk-aware trading framework with demand response aggregators in short-term electricity markets. IET Gener Transm Distrib 13(13):2611–2618CrossRef
18.
go back to reference Lokeshgupta B, Sivasubramani S (2018) Multi-objective dynamic economic and emission dispatch with demand side management. Int J Electr Power Energy Syst 97:334–343CrossRef Lokeshgupta B, Sivasubramani S (2018) Multi-objective dynamic economic and emission dispatch with demand side management. Int J Electr Power Energy Syst 97:334–343CrossRef
19.
go back to reference Abdollahi A, Parsa Moghaddam M, Rashidinejad M, Sheikh-El-Eslami MK (2012) Investigation of economic and environmental-driven demand response measures incorporating UC. IEEE Trans Smart Grid 3(1):12–25CrossRef Abdollahi A, Parsa Moghaddam M, Rashidinejad M, Sheikh-El-Eslami MK (2012) Investigation of economic and environmental-driven demand response measures incorporating UC. IEEE Trans Smart Grid 3(1):12–25CrossRef
20.
go back to reference Alham MH, Elshahed M, Ibrahim DK, Abo El Zahab EED (2016) A dynamic economic emission dispatch considering wind power uncertainty incorporating energy storage system and demand side management. Renew. Energy 96(Part A):800–811CrossRef Alham MH, Elshahed M, Ibrahim DK, Abo El Zahab EED (2016) A dynamic economic emission dispatch considering wind power uncertainty incorporating energy storage system and demand side management. Renew. Energy 96(Part A):800–811CrossRef
21.
go back to reference Aghdam FH, Ghaemi S, Kalantari NT (2018) Evaluation of loss minimization on the energy management of multi-microgrid based smart distribution network in the presence of emission constraints and clean productions. J Clean Prod 196:185–201CrossRef Aghdam FH, Ghaemi S, Kalantari NT (2018) Evaluation of loss minimization on the energy management of multi-microgrid based smart distribution network in the presence of emission constraints and clean productions. J Clean Prod 196:185–201CrossRef
22.
go back to reference Majidi M, Nojavan S, Zare K (2017) A cost-emission framework for hub energy system under demand response program. Energy 134:157–166CrossRef Majidi M, Nojavan S, Zare K (2017) A cost-emission framework for hub energy system under demand response program. Energy 134:157–166CrossRef
23.
go back to reference Zhang N, Hu Z, Dai D, Dang S, Yao M, Zhou Y (2015) Unit commitment model in smart grid environment considering carbon emissions trading. IEEE Trans Smart Grid 7(1):420–427CrossRef Zhang N, Hu Z, Dai D, Dang S, Yao M, Zhou Y (2015) Unit commitment model in smart grid environment considering carbon emissions trading. IEEE Trans Smart Grid 7(1):420–427CrossRef
24.
go back to reference Aghajani GR, Shayanfar HA, Shayeghi H (2017) Demand side management in a smart micro-grid in the presence of renewable generation and demand response. Energy 126(Supplement C):622–637CrossRef Aghajani GR, Shayanfar HA, Shayeghi H (2017) Demand side management in a smart micro-grid in the presence of renewable generation and demand response. Energy 126(Supplement C):622–637CrossRef
25.
go back to reference Lee J, Yoo S, Kim J, Song D, Jeong H (2018) Improvements to the customer baseline load (CBL) using standard energy consumption considering energy efficiency and demand response. Energy 144:1052–1063CrossRef Lee J, Yoo S, Kim J, Song D, Jeong H (2018) Improvements to the customer baseline load (CBL) using standard energy consumption considering energy efficiency and demand response. Energy 144:1052–1063CrossRef
26.
go back to reference National Action Plan for Energy Efficiency (2010) Coordination of energy efficiency and demand response: a resource of the national action plan for energy efficiency National Action Plan for Energy Efficiency (2010) Coordination of energy efficiency and demand response: a resource of the national action plan for energy efficiency
27.
go back to reference Talebizadeh E, Rashidinejad M, Abdollahi A (2014) Evaluation of plug-in electric vehicles impact on cost-based unit commitment. J Power Sources 248:545–552CrossRef Talebizadeh E, Rashidinejad M, Abdollahi A (2014) Evaluation of plug-in electric vehicles impact on cost-based unit commitment. J Power Sources 248:545–552CrossRef
28.
go back to reference Saber AY, Venayagamoorthy GK (2011) Plug-in vehicles and renewable energy sources for cost and emission reductions. IEEE Trans Ind Electron 58(4):1229–1238CrossRef Saber AY, Venayagamoorthy GK (2011) Plug-in vehicles and renewable energy sources for cost and emission reductions. IEEE Trans Ind Electron 58(4):1229–1238CrossRef
29.
go back to reference Mollahassani-Pour M, Rashidinejad M, Pourakbari-Kasmaei M (2019) Environmentally constrained reliability-based generation maintenance scheduling considering demand-side management. IET Gener Transm Distrib 13(7):1153–1163CrossRef Mollahassani-Pour M, Rashidinejad M, Pourakbari-Kasmaei M (2019) Environmentally constrained reliability-based generation maintenance scheduling considering demand-side management. IET Gener Transm Distrib 13(7):1153–1163CrossRef
30.
go back to reference Moghaddam MP, Abdollahi A, Rashidinejad M (2011) Flexible demand response programs modeling in competitive electricity markets. Appl Energy 88(9):3257–3269CrossRef Moghaddam MP, Abdollahi A, Rashidinejad M (2011) Flexible demand response programs modeling in competitive electricity markets. Appl Energy 88(9):3257–3269CrossRef
Metadata
Title
An efficient hybrid structure to solve economic-environmental energy scheduling integrated with demand side management programs
Authors
Sobhan Dorahaki
Masoud Rashidinejad
Mojgan Mollahassani-pour
Alireza Bakhshai
Publication date
04-11-2019
Publisher
Springer Berlin Heidelberg
Published in
Electrical Engineering / Issue 4/2019
Print ISSN: 0948-7921
Electronic ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-019-00866-x

Other articles of this Issue 4/2019

Electrical Engineering 4/2019 Go to the issue