A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency
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-regr...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2012-04-01
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| Series: | Energies |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1996-1073/5/4/1245 |
| _version_ | 1798043155985072128 |
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| author | Jian Zhao Bichang Zou Xiaohui Zhang Qingwu Gong Daojun Chen |
| author_facet | Jian Zhao Bichang Zou Xiaohui Zhang Qingwu Gong Daojun Chen |
| author_sort | Jian Zhao |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-11T22:45:39Z |
| format | Article |
| id | doaj.art-b6b6b00536944062a4c8da73afd19886 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-04-11T22:45:39Z |
| publishDate | 2012-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-b6b6b00536944062a4c8da73afd198862022-12-22T03:58:47ZengMDPI AGEnergies1996-10732012-04-01541245127010.3390/en5041245A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental EfficiencyJian ZhaoBichang ZouXiaohui ZhangQingwu GongDaojun ChenThis 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.http://www.mdpi.com/1996-1073/5/4/1245wind powerwind speed forecastinglow-carbon dispatch modelPSO-SAenergy-environmental efficiency |
| spellingShingle | Jian Zhao Bichang Zou Xiaohui Zhang Qingwu Gong Daojun Chen A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency Energies wind power wind speed forecasting low-carbon dispatch model PSO-SA energy-environmental efficiency |
| title | A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency |
| title_full | A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency |
| title_fullStr | A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency |
| title_full_unstemmed | A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency |
| title_short | A Low-Carbon Dispatch Model in a Wind Power Integrated System Considering Wind Speed Forecasting and Energy-Environmental Efficiency |
| title_sort | low carbon dispatch model in a wind power integrated system considering wind speed forecasting and energy environmental efficiency |
| topic | wind power wind speed forecasting low-carbon dispatch model PSO-SA energy-environmental efficiency |
| url | http://www.mdpi.com/1996-1073/5/4/1245 |
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