Stochastic energy modeling with consideration of electrical vehicles and renewable energy resources-A review

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NOOROLLAHI YOUNES; ALIGHOLIAN ARMIN; Golshanfard Aminabbas

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Journal Paper

Paper Information

Journal: JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY Year:2020 | Volume:4 | Issue:1 Page(s): 13-26

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Title

Stochastic energy modeling with consideration of electrical vehicles and renewable energy resources-A review

Author(s)

NOOROLLAHI YOUNES | ALIGHOLIAN ARMIN | Golshanfard Aminabbas | Issue Writer Certificate

Keywords

Stochastic Optimization

Electric Vehicles

Renewable Energy Sources

Microgrid

Heuristic Optimization

Abstract

Energy crisis and global warming due to fossil fuel implementation in the energy production sector and in the transportation sector have stimulated global trends to employ the electric vehicles (EVs) in the transportation sector and renewable energy sources (RESs) in the power generation. Coordinated charging of EVs can bring some beneﬁ ts by itself such as voltage and frequency regulation, spinning reserve, load leveling, peak shaving, RESs support, GHG emission saving and so on. But implementation of this scenario with uncoordinated EV charging which can impose a huge amount of excess load on the grid. In this regard, EVs coordinated energy scheduling is inevitable. This paper comprehensively reviewed the pros and cons of integrating EVs to the grid and recent investigations in EV energy scheduling especially ones that focused on stochastic energy scheduling. Moreover, with knowing this fact that, microgrid with the presence of different distributed generation (DG) such as RESs and a diverse storage system such as EVs would have an important role in the future smart grid, thus, this paper aims to illustrate further research opportunities in this particular ﬁ eld. Also, different types of uncertain variables in recent studies and mathematical methods for optimizing the relevant objective functions of EVs charging are reviewed inclusively. Finally, future trends and investigation occasions in this ﬁ eld of study are discussed.

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APA: Copy

NOOROLLAHI, YOUNES, ALIGHOLIAN, ARMIN, & Golshanfard, Aminabbas. (2020). Stochastic energy modeling with consideration of electrical vehicles and renewable energy resources-A review. JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY, 4(1), 13-26. SID. https://sid.ir/paper/981523/en

Vancouver: Copy

NOOROLLAHI YOUNES, ALIGHOLIAN ARMIN, Golshanfard Aminabbas. Stochastic energy modeling with consideration of electrical vehicles and renewable energy resources-A review. JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY[Internet]. 2020;4(1):13-26. Available from: https://sid.ir/paper/981523/en

IEEE: Copy

YOUNES NOOROLLAHI, ARMIN ALIGHOLIAN, and Aminabbas Golshanfard, “Stochastic energy modeling with consideration of electrical vehicles and renewable energy resources-A review,” JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY, vol. 4, no. 1, pp. 13–26, 2020, [Online]. Available: https://sid.ir/paper/981523/en

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