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2023 | OriginalPaper | Buchkapitel

8. Hybrid Interval-Stochastic Optimal Operation Framework of a Multi-carrier Microgrid in the Presence of Hybrid Electric and Hydrogen-Based Vehicles Intelligent Parking Lot

verfasst von : Masoud Agabalaye-Rahvar, Amir Mirzapour-Kamanaj, Kazem Zare, Amjad Anvari-Moghaddam

Erschienen in: Energy Systems Transition

Verlag: Springer International Publishing

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Abstract

As to deliver sustainable and reliable energy to demands with low emission, a multi-carrier microgrid (MCMG) structure has been proposed. Hybrid electric and hydrogen-based vehicles (HEHVs) have been introduced to facilitate decarbonized and decentralized coupled energy systems for decision-makers. So, HEHVs intelligent parking lot (IPL) integrated with MCMG is an appropriate solution. Accordingly, the considered MCMG in this chapter supplies multi-energy demands (MEDs), i.e., electrical, thermal, and cooling, via various technologies besides exchanging power and natural gas from the respective upstream grids. The uncertainty of HEHVs’ driving patterns, generation of renewable energy sources (RESs), and consumption of MEDs are modeled via the scenario-based stochastic; however, an interval-based optimization approach is taken for the market price uncertainty. Consequently, numerical results indicated the effectiveness of the introduced hybrid interval-stochastic model in which the deviation of overall operation cost is reduced up to 67.47%, while the average cost approximately is increased up to 1.87%.

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Literatur
1.
Zurück zum Zitat Wei W, Wang J (2020) Modeling and optimization of interdependent energy infrastructures. SpringerCrossRef Wei W, Wang J (2020) Modeling and optimization of interdependent energy infrastructures. SpringerCrossRef
2.
Zurück zum Zitat Xiang Y, Cai H, Gu C, Shen X (2020) Cost-benefit analysis of integrated energy system planning considering demand response. Energy 192:116632CrossRef Xiang Y, Cai H, Gu C, Shen X (2020) Cost-benefit analysis of integrated energy system planning considering demand response. Energy 192:116632CrossRef
3.
Zurück zum Zitat Mansour-Saatloo A, Agabalaye-Rahvar M, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2021) Chapter 9 – Economic analysis of energy storage systems in multicarrier microgrids. In: Mohammadi-Ivatloo B, Mohammadpour Shotorbani A, Anvari-Moghaddam A (eds) Energy storage in energy markets. Academic Press, pp 173–190CrossRef Mansour-Saatloo A, Agabalaye-Rahvar M, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2021) Chapter 9 – Economic analysis of energy storage systems in multicarrier microgrids. In: Mohammadi-Ivatloo B, Mohammadpour Shotorbani A, Anvari-Moghaddam A (eds) Energy storage in energy markets. Academic Press, pp 173–190CrossRef
4.
Zurück zum Zitat Agabalaye-Rahvar M, Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K, Anvari-Moghaddam AJE (2020) Robust optimal operation strategy for a hybrid energy system based on gas-fired unit, power-to-gas facility and wind power in energy markets. Energies 13(22):6131CrossRef Agabalaye-Rahvar M, Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K, Anvari-Moghaddam AJE (2020) Robust optimal operation strategy for a hybrid energy system based on gas-fired unit, power-to-gas facility and wind power in energy markets. Energies 13(22):6131CrossRef
5.
Zurück zum Zitat Lekvan AA, Habibifar R, Moradi M, Khoshjahan M, Nojavan S, Jermsittiparsert K (2021) Robust optimization of renewable-based multi-energy micro-grid integrated with flexible energy conversion and storage devices. Sustain Cities Soc 64:102532CrossRef Lekvan AA, Habibifar R, Moradi M, Khoshjahan M, Nojavan S, Jermsittiparsert K (2021) Robust optimization of renewable-based multi-energy micro-grid integrated with flexible energy conversion and storage devices. Sustain Cities Soc 64:102532CrossRef
6.
Zurück zum Zitat Das S, Acharjee P, Bhattacharya A (2020) Charging scheduling of electric vehicle incorporating grid-to-vehicle (G2V) and vehicle-to-grid (V2G) technology in smart-grid. In: 2020 IEEE international conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE 2020). IEEE, pp 1–6 Das S, Acharjee P, Bhattacharya A (2020) Charging scheduling of electric vehicle incorporating grid-to-vehicle (G2V) and vehicle-to-grid (V2G) technology in smart-grid. In: 2020 IEEE international conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE 2020). IEEE, pp 1–6
7.
Zurück zum Zitat Amir V, Jadid S, Ehsan M (2017) Optimal design of a multi-carrier microgrid (MCMG) considering net zero emission. Energies 10(12):2109CrossRef Amir V, Jadid S, Ehsan M (2017) Optimal design of a multi-carrier microgrid (MCMG) considering net zero emission. Energies 10(12):2109CrossRef
8.
Zurück zum Zitat Vahid A, Jadid S, Ehsan M (2018) Optimal planning of a multi-carrier microgrid (MCMG) considering demand-side management. Int J Renew Energy Res 8(1):238–249 Vahid A, Jadid S, Ehsan M (2018) Optimal planning of a multi-carrier microgrid (MCMG) considering demand-side management. Int J Renew Energy Res 8(1):238–249
9.
Zurück zum Zitat Amir V, Azimian M, Razavizadeh AS (2019) Reliability-constrained optimal design of multicarrier microgrid. Int Trans Electr Energy Syst 29(12):e12131CrossRef Amir V, Azimian M, Razavizadeh AS (2019) Reliability-constrained optimal design of multicarrier microgrid. Int Trans Electr Energy Syst 29(12):e12131CrossRef
10.
Zurück zum Zitat Gao J, Chen J, Qi B, Zhao Y, Peng K, Zhang X (2021) A cost-effective two-stage optimization model for microgrid planning and scheduling with compressed air energy storage and preventive maintenance. Int J Electr Power Energy Syst 125:106547CrossRef Gao J, Chen J, Qi B, Zhao Y, Peng K, Zhang X (2021) A cost-effective two-stage optimization model for microgrid planning and scheduling with compressed air energy storage and preventive maintenance. Int J Electr Power Energy Syst 125:106547CrossRef
11.
Zurück zum Zitat Keihan Asl D, Hamedi A, Reza Seifi A (2020) Planning, operation and flexibility contribution of multi-carrier energy storage systems in integrated energy systems. IET Renew Power Gener 14(3):408–416CrossRef Keihan Asl D, Hamedi A, Reza Seifi A (2020) Planning, operation and flexibility contribution of multi-carrier energy storage systems in integrated energy systems. IET Renew Power Gener 14(3):408–416CrossRef
12.
Zurück zum Zitat Massrur HR, Niknam T, Fotuhi-Firuzabad M (2019) Day-ahead energy management framework for a networked gas–heat–electricity microgrid. IET Gener Transm Distrib 13(20):4617–4629CrossRef Massrur HR, Niknam T, Fotuhi-Firuzabad M (2019) Day-ahead energy management framework for a networked gas–heat–electricity microgrid. IET Gener Transm Distrib 13(20):4617–4629CrossRef
13.
Zurück zum Zitat Shekari T, Gholami A, Aminifar F (2019) Optimal energy management in multi-carrier microgrids: an MILP approach. J Mod Power Syst Clean Energy 7(4):876–886CrossRef Shekari T, Gholami A, Aminifar F (2019) Optimal energy management in multi-carrier microgrids: an MILP approach. J Mod Power Syst Clean Energy 7(4):876–886CrossRef
14.
Zurück zum Zitat Amir V, Jadid S, Ehsan M (2017) Probabilistic optimal power dispatch in multi-carrier networked microgrids under uncertainties. Energies 10(11):1770CrossRef Amir V, Jadid S, Ehsan M (2017) Probabilistic optimal power dispatch in multi-carrier networked microgrids under uncertainties. Energies 10(11):1770CrossRef
15.
Zurück zum Zitat Zakernezhad H, Nazar MS, Shafie-khah M, Catalão JP (2021) Optimal resilient operation of multi-carrier energy systems in electricity markets considering distributed energy resource aggregators. Appl Energy 299:117271CrossRef Zakernezhad H, Nazar MS, Shafie-khah M, Catalão JP (2021) Optimal resilient operation of multi-carrier energy systems in electricity markets considering distributed energy resource aggregators. Appl Energy 299:117271CrossRef
16.
Zurück zum Zitat Nazar MS, Heidari A (2021) Chapter 10 – Optimal resilient scheduling of multicarrier energy distribution system considering energy storages and plug-in electric hybrid vehicles contribution scenarios. In: Mohammadi-Ivatloo B, Mohammadpour Shotorbani A, Anvari-Moghaddam A (eds) Energy storage in energy markets. Academic Press, pp 191–215CrossRef Nazar MS, Heidari A (2021) Chapter 10 – Optimal resilient scheduling of multicarrier energy distribution system considering energy storages and plug-in electric hybrid vehicles contribution scenarios. In: Mohammadi-Ivatloo B, Mohammadpour Shotorbani A, Anvari-Moghaddam A (eds) Energy storage in energy markets. Academic Press, pp 191–215CrossRef
17.
Zurück zum Zitat Carli R, Cavone G, Pippia T, De Schutter B, Dotoli M (2020) A robust MPC energy scheduling strategy for multi-carrier microgrids. In: in 2020 IEEE 16th international conference on automation science and engineering (CASE). IEEE, pp 152–158CrossRef Carli R, Cavone G, Pippia T, De Schutter B, Dotoli M (2020) A robust MPC energy scheduling strategy for multi-carrier microgrids. In: in 2020 IEEE 16th international conference on automation science and engineering (CASE). IEEE, pp 152–158CrossRef
18.
Zurück zum Zitat Zeynali S, Nasiri N, Marzband M, Ravadanegh SN (2021) A hybrid robust-stochastic framework for strategic scheduling of integrated wind farm and plug-in hybrid electric vehicle fleets. Appl Energy 300:117432CrossRef Zeynali S, Nasiri N, Marzband M, Ravadanegh SN (2021) A hybrid robust-stochastic framework for strategic scheduling of integrated wind farm and plug-in hybrid electric vehicle fleets. Appl Energy 300:117432CrossRef
19.
Zurück zum Zitat Jiang Y, Wan C, Chen C, Shahidehpour M, Song Y (2019) A hybrid stochastic-interval operation strategy for multi-energy microgrids. IEEE Trans Smart Grid 11(1):440–456CrossRef Jiang Y, Wan C, Chen C, Shahidehpour M, Song Y (2019) A hybrid stochastic-interval operation strategy for multi-energy microgrids. IEEE Trans Smart Grid 11(1):440–456CrossRef
20.
Zurück zum Zitat Shafie-khah M, Vahid-Ghavidel M, Di Somma M, Graditi G, Siano P, Catalão JP (2020) Management of renewable-based multi-energy microgrids in the presence of electric vehicles. IET Renew Power Gener 14(3):417–426CrossRef Shafie-khah M, Vahid-Ghavidel M, Di Somma M, Graditi G, Siano P, Catalão JP (2020) Management of renewable-based multi-energy microgrids in the presence of electric vehicles. IET Renew Power Gener 14(3):417–426CrossRef
21.
Zurück zum Zitat Ding X, Guo Q, Qiannan T, Jermsittiparsert K (2021) Economic and environmental assessment of multi-energy microgrids under a hybrid optimization technique. Sustain Cities Soc 65:102630CrossRef Ding X, Guo Q, Qiannan T, Jermsittiparsert K (2021) Economic and environmental assessment of multi-energy microgrids under a hybrid optimization technique. Sustain Cities Soc 65:102630CrossRef
22.
Zurück zum Zitat Mansour-Satloo A, Agabalaye-Rahvar M, Mirazaei MA, Mohammadi-ivatloo B, Zare K, Anvari-Moghaddam A (2021) A hybrid robust-stochastic approach for optimal scheduling of interconnected hydrogen-based energy hubs. IET Smart Grid 4(2):241–254CrossRef Mansour-Satloo A, Agabalaye-Rahvar M, Mirazaei MA, Mohammadi-ivatloo B, Zare K, Anvari-Moghaddam A (2021) A hybrid robust-stochastic approach for optimal scheduling of interconnected hydrogen-based energy hubs. IET Smart Grid 4(2):241–254CrossRef
23.
Zurück zum Zitat Agabalaye-Rahvar M, Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2021) Economic-environmental stochastic scheduling for hydrogen storage-based smart energy hub coordinated with integrated demand response program. Int J Energy Res 45:20232CrossRef Agabalaye-Rahvar M, Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2021) Economic-environmental stochastic scheduling for hydrogen storage-based smart energy hub coordinated with integrated demand response program. Int J Energy Res 45:20232CrossRef
24.
Zurück zum Zitat Mei J, Wang X, Kirtley JL (2020) Optimal scheduling of real multi-carrier energy storage system with hydrogen-based vehicle applications. IET Renew Power Gener 14(3):381–388CrossRef Mei J, Wang X, Kirtley JL (2020) Optimal scheduling of real multi-carrier energy storage system with hydrogen-based vehicle applications. IET Renew Power Gener 14(3):381–388CrossRef
25.
Zurück zum Zitat MansourLakouraj M, Niaz H, Liu JJ, Siano P, Anvari-Moghaddam A (2021) Optimal risk-constrained stochastic scheduling of microgrids with hydrogen vehicles in real-time and day-ahead markets. J Clean Prod 318:128452CrossRef MansourLakouraj M, Niaz H, Liu JJ, Siano P, Anvari-Moghaddam A (2021) Optimal risk-constrained stochastic scheduling of microgrids with hydrogen vehicles in real-time and day-ahead markets. J Clean Prod 318:128452CrossRef
26.
Zurück zum Zitat Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2020) A risk-averse hybrid approach for optimal participation of power-to-hydrogen technology-based multi-energy microgrid in multi-energy markets. Sustain Cities Soc 63:102421CrossRef Mansour-Saatloo A, Mirzaei MA, Mohammadi-Ivatloo B, Zare K (2020) A risk-averse hybrid approach for optimal participation of power-to-hydrogen technology-based multi-energy microgrid in multi-energy markets. Sustain Cities Soc 63:102421CrossRef
27.
Zurück zum Zitat Heris M-N et al (2020) Evaluation of hydrogen storage technology in risk-constrained stochastic scheduling of multi-carrier energy systems considering power, gas and heating network constraints. Int J Hydrogen Energy 45(55):30129–30141CrossRef Heris M-N et al (2020) Evaluation of hydrogen storage technology in risk-constrained stochastic scheduling of multi-carrier energy systems considering power, gas and heating network constraints. Int J Hydrogen Energy 45(55):30129–30141CrossRef
28.
Zurück zum Zitat Chen H, Song J, Zhao J (2021) Synergies between power and hydrogen carriers using fuel-cell hybrid electrical vehicle and power-to-gas storage as new coupling points. Energy Convers Manage 246:114670CrossRef Chen H, Song J, Zhao J (2021) Synergies between power and hydrogen carriers using fuel-cell hybrid electrical vehicle and power-to-gas storage as new coupling points. Energy Convers Manage 246:114670CrossRef
29.
Zurück zum Zitat Karkhaneh J, Allahvirdizadeh Y, Shayanfar H, Galvani S (2020) Risk-constrained probabilistic optimal scheduling of FCPP-CHP based energy hub considering demand-side resources. Int J Hydrogen Energy 45(33):16751–16772CrossRef Karkhaneh J, Allahvirdizadeh Y, Shayanfar H, Galvani S (2020) Risk-constrained probabilistic optimal scheduling of FCPP-CHP based energy hub considering demand-side resources. Int J Hydrogen Energy 45(33):16751–16772CrossRef
30.
Zurück zum Zitat Mohammadi M, Noorollahi Y, Mohammadi-ivatloo B, Hosseinzadeh M, Yousefi H, Khorasani ST (2018) Optimal management of energy hubs and smart energy hubs–a review. Renew Sustain Energy Rev 89:33–50CrossRef Mohammadi M, Noorollahi Y, Mohammadi-ivatloo B, Hosseinzadeh M, Yousefi H, Khorasani ST (2018) Optimal management of energy hubs and smart energy hubs–a review. Renew Sustain Energy Rev 89:33–50CrossRef
31.
Zurück zum Zitat Mazidi M, Zakariazadeh A, Jadid S, Siano P (2014) Integrated scheduling of renewable generation and demand response programs in a microgrid. Energy Convers Manage 86:1118–1127CrossRef Mazidi M, Zakariazadeh A, Jadid S, Siano P (2014) Integrated scheduling of renewable generation and demand response programs in a microgrid. Energy Convers Manage 86:1118–1127CrossRef
32.
Zurück zum Zitat Cau G, Cocco D, Petrollese M, Knudsen Kær S, Milan C (2014) Energy management strategy based on short-term generation scheduling for a renewable microgrid using a hydrogen storage system. Energy Convers and Manage 87:820–831CrossRef Cau G, Cocco D, Petrollese M, Knudsen Kær S, Milan C (2014) Energy management strategy based on short-term generation scheduling for a renewable microgrid using a hydrogen storage system. Energy Convers and Manage 87:820–831CrossRef
33.
Zurück zum Zitat Jin X et al (2016) Optimal scheduling approach for a combined cooling, heating and power building microgrid considering virtual storage system. In: 2016 IEEE Power and Energy Society General Meeting (PESGM). IEEE, pp 1–5 Jin X et al (2016) Optimal scheduling approach for a combined cooling, heating and power building microgrid considering virtual storage system. In: 2016 IEEE Power and Energy Society General Meeting (PESGM). IEEE, pp 1–5
34.
Zurück zum Zitat Liu J, Chen C, Liu Z, Jermsittiparsert K, Ghadimi N (2020) An IGDT-based risk-involved optimal bidding strategy for hydrogen storage-based intelligent parking lot of electric vehicles. J Energy Storage 27 Liu J, Chen C, Liu Z, Jermsittiparsert K, Ghadimi N (2020) An IGDT-based risk-involved optimal bidding strategy for hydrogen storage-based intelligent parking lot of electric vehicles. J Energy Storage 27
35.
Zurück zum Zitat Marzoghi AF, Bahramara S, Adabi F, Nojavan S (2019) Optimal scheduling of intelligent parking lot using interval optimization method in the presence of the electrolyser and fuel cell as hydrogen storage system. Int J Hydrog Energy 44(45):24997–25009CrossRef Marzoghi AF, Bahramara S, Adabi F, Nojavan S (2019) Optimal scheduling of intelligent parking lot using interval optimization method in the presence of the electrolyser and fuel cell as hydrogen storage system. Int J Hydrog Energy 44(45):24997–25009CrossRef
36.
Zurück zum Zitat Chamandoust H, Derakhshan G, Bahramara S (2020) Multi-objective performance of smart hybrid energy system with multi-optimal participation of customers in day-ahead energy market. Energy Build 216:109964CrossRef Chamandoust H, Derakhshan G, Bahramara S (2020) Multi-objective performance of smart hybrid energy system with multi-optimal participation of customers in day-ahead energy market. Energy Build 216:109964CrossRef
37.
Zurück zum Zitat Ma T, Wu J, Hao L (2017) Energy flow modeling and optimal operation analysis of the micro energy grid based on energy hub. Energy Convers Manage 133:292–306CrossRef Ma T, Wu J, Hao L (2017) Energy flow modeling and optimal operation analysis of the micro energy grid based on energy hub. Energy Convers Manage 133:292–306CrossRef
38.
Zurück zum Zitat Aliasghari P, Mohammadi-Ivatloo B, Abapour M (2020) Risk-based scheduling strategy for electric vehicle aggregator using hybrid Stochastic/IGDT approach. J Clean Prod 248:119270CrossRef Aliasghari P, Mohammadi-Ivatloo B, Abapour M (2020) Risk-based scheduling strategy for electric vehicle aggregator using hybrid Stochastic/IGDT approach. J Clean Prod 248:119270CrossRef
39.
Zurück zum Zitat Mansour-Saatloo A, Agabalaye-Rahvar M, Mirzaei MA, Mohammadi-Ivatloo B, Abapour M, Zare K (2020) Robust scheduling of hydrogen based smart micro energy hub with integrated demand response. J Clean Prod 267:122041CrossRef Mansour-Saatloo A, Agabalaye-Rahvar M, Mirzaei MA, Mohammadi-Ivatloo B, Abapour M, Zare K (2020) Robust scheduling of hydrogen based smart micro energy hub with integrated demand response. J Clean Prod 267:122041CrossRef
40.
Zurück zum Zitat Wu X, Qi S, Wang Z, Duan C, Wang X, Li F (2019) Optimal scheduling for microgrids with hydrogen fueling stations considering uncertainty using data-driven approach. Appl Energy 253:113568CrossRef Wu X, Qi S, Wang Z, Duan C, Wang X, Li F (2019) Optimal scheduling for microgrids with hydrogen fueling stations considering uncertainty using data-driven approach. Appl Energy 253:113568CrossRef
Metadaten
Titel
Hybrid Interval-Stochastic Optimal Operation Framework of a Multi-carrier Microgrid in the Presence of Hybrid Electric and Hydrogen-Based Vehicles Intelligent Parking Lot
verfasst von
Masoud Agabalaye-Rahvar
Amir Mirzapour-Kamanaj
Kazem Zare
Amjad Anvari-Moghaddam
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-22186-6_8