Robust Energy Management of a Microgrid with Uncertain Price, Renewable Generation, and Load using Taguchi’ s Orthogonal Array Method

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Zeinal Kheiri Sevda; Mohammadpour Shotorbani Amin; MOHAMMADI IVATLOO BEHNAM

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Paper Information

Journal: JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY Year:2019 | Volume:3 | Issue:3 Page(s): 1-13

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Title

Robust Energy Management of a Microgrid with Uncertain Price, Renewable Generation, and Load using Taguchi’ s Orthogonal Array Method

Author(s)

Zeinal Kheiri Sevda | Mohammadpour Shotorbani Amin | MOHAMMADI IVATLOO BEHNAM | Issue Writer Certificate

Keywords

Robust energy management

Microgrid

Orthogonal array method

Uncertainty

Demand response

Abstract

Energy management system in a microgrid with uncertainties in load, renewable generation and market price is critical for stable operation of the microgrid. Scenario-based robust energy management exploiting upper and lower bounds is used to deal with the uncertainties. Taguchi’ s orthogonal array method is used to reduce the large number of scenarios, considering all the possible combinations of max and min values of loads and renewable generations. In this study, uncertainty of market price is handled by robust optimization method, and worst case scenario with the maximum total cost is defined as the output result. Furthermore, demand response program is also considered for the flexible loads, which help the microgrid to operate robustly with a lower cost, in the presence of the uncertainties. In this study, two cases with typical microgrids are considered to evaluate the effectiveness of the proposed method, and GAMS tool is used for implementation of simulations. Additionally, Monte Carlo simulation is applied for verifying the effectiveness of the method.

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APA: Copy

Zeinal Kheiri, Sevda, Mohammadpour Shotorbani, Amin, & MOHAMMADI IVATLOO, BEHNAM. (2019). Robust Energy Management of a Microgrid with Uncertain Price, Renewable Generation, and Load using Taguchi’ s Orthogonal Array Method. JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY, 3(3), 1-13. SID. https://sid.ir/paper/354618/en

Vancouver: Copy

Zeinal Kheiri Sevda, Mohammadpour Shotorbani Amin, MOHAMMADI IVATLOO BEHNAM. Robust Energy Management of a Microgrid with Uncertain Price, Renewable Generation, and Load using Taguchi’ s Orthogonal Array Method. JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY[Internet]. 2019;3(3):1-13. Available from: https://sid.ir/paper/354618/en

IEEE: Copy

Sevda Zeinal Kheiri, Amin Mohammadpour Shotorbani, and BEHNAM MOHAMMADI IVATLOO, “Robust Energy Management of a Microgrid with Uncertain Price, Renewable Generation, and Load using Taguchi’ s Orthogonal Array Method,” JOURNAL OF ENERGY MANAGEMENT AND TECHNOLOGY, vol. 3, no. 3, pp. 1–13, 2019, [Online]. Available: https://sid.ir/paper/354618/en

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