Energies 2012, 5(4), 1245-1270; doi:10.3390/en5041245
Article

A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency

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Received: 9 March 2012; in revised form: 11 April 2012 / Accepted: 13 April 2012 / Published: 24 April 2012
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: This paper introduces the “Energy-Environmental Efficiency” concept of building a low-carbon dispatch model of wind-incorporated power systems from the perspective of environmental protection and low-carbon dispatch promotion based on the existing economic environmental dispatch. A rolling auto-regressive and moving-average model is adopted to forecast wind speeds for the next 24 h and reduce the disadvantages brought about to the power system dispatch by wind speed fluctuations. A fuzzy satisfaction-maximizing approach is employed to convert the multi-objective decision-making problem in the low-carbon dispatch model into a single nonlinear one. Particle swarm optimization with a simulated annealing algorithm hybrid is used for better solutions. Simulation results show that the energy-environmental efficiency concept benefits the optimization of the proposed power system dispatch, and the proposed low-carbon dispatch model is reasonable and practical.
Keywords: wind power; wind speed forecasting; low-carbon dispatch model; PSO-SA; energy-environmental efficiency
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MDPI and ACS Style

Chen, D.; Gong, Q.; Zou, B.; Zhang, X.; Zhao, J. A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency. Energies 2012, 5, 1245-1270.

AMA Style

Chen D, Gong Q, Zou B, Zhang X, Zhao J. A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency. Energies. 2012; 5(4):1245-1270.

Chicago/Turabian Style

Chen, Daojun; Gong, Qingwu; Zou, Bichang; Zhang, Xiaohui; Zhao, Jian. 2012. "A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency." Energies 5, no. 4: 1245-1270.

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