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JACIII Vol.17 No.1 pp. 109-115
doi: 10.20965/jaciii.2013.p0109
(2013)

Paper:

Thermal Unit Scheduling for CO2 Reduction Including Wind Power and Electric Vehicles

Daiki Yamashita*, Ryuichi Yokoyama*, and Takahide Niimura**

*Department of Environment and Energy Engineering, Waseda University, 55th Building S-Wing 705, 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan

**Visiting Researcher, Faculty of Economics, Hosei University, 4342 Aihara, Machida, Tokyo, Japan

Received:
July 20, 2012
Accepted:
November 19, 2012
Published:
January 20, 2013
Keywords:
wind power, frequency regulation, trade-off analysis, unit commitment, plug-in electric vehicle
Abstract

In this paper, we present a method to determine unit commitment schedules, while considering CO2 emissions and costs along with the frequency regulation capability of the units, in order tomitigate fluctuations in wind power. We developed an extended procedure that obtains a trade-off solution of cost versus CO2 emissions, including a significant wind power penetration, and developed Plug-in Electric Vehicles (PEVs) as additional reserves. The proposed method was tested on a 10-unit, 24-hour model system using the estimated wind power curve derived from an actual wind farm. The results, such as shadow prices of CO2 obtained using the trade-off analysis, may provide a basis of evaluating the equivalent cost of wind farms and PEVs, and their contributions to CO2 reduction.

Cite this article as:
D. Yamashita, R. Yokoyama, and T. Niimura, “Thermal Unit Scheduling for CO2 Reduction Including Wind Power and Electric Vehicles,” J. Adv. Comput. Intell. Intell. Inform., Vol.17, No.1, pp. 109-115, 2013.
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Last updated on Jul. 04, 2020