中国电机工程学报Issue(34)：6119-6126,8.DOI:10.13334/j.0258-8013.pcsee.2014.34.013
采用模糊自修正粒子群算法的碳排放权交易冷热电多目标调度
Combined Cool and Heat and Power Multi-objective Scheduling Considering Carbon Emissions Trading Using Algorithm of Fuzzy Self-correction Particle Swarm Optimization
摘要
Abstract
With the advancement of carbon emissions quotas and trading mechanism, CO2 emissions have been no longer just in the form fixed as the environment punishment cost. Its emission rights can also be used for transactions, and the transaction prices have been dominated by market. To consider carbon emissions influence on combined cool and heat and power (CCHP), a carbon emissions trading cost function was introduced, and a CCHP low carbon dispatching multi-objective optimization model was established, which considered the carbon trading cost, fuel cost and environmental cost. A fuzzy self-correction particle swarm optimization (FS-PSO) algorithm was proposed to solve this optimization problem. A membership function that responds to the own fitness of particles was established by using the fuzzy reasoning mechanism. The value of inertia weight was modified by the current membership function value of the particle fitness during optimization, which can improve particle precocity defect and enhance its global searching ability. On the premise of guaranteeing system load demand, the analysis results show that the model can control the CO2 emissions effectively and get additional earnings and reduce the integrated operation cost of CCHP.关键词
冷热电联供/碳排放权交易/碳排放配额/场景集/模糊自修正粒子群算法Key words
combined cool and heat and power (CCHP)/carbon emissions trading/carbon emission quotas/scenarios set/fuzzy self-correction particle swarm optimization (FS-PSO)分类
信息技术与安全科学引用本文复制引用
周任军,李绍金,陈瑞先,李红英,杨雨薇,陈云..采用模糊自修正粒子群算法的碳排放权交易冷热电多目标调度[J].中国电机工程学报,2014,(34):6119-6126,8.基金项目
国家自然科学基金项目(51277016)；湖南省高校创新平台开放基金项目(12K074)。Project Supported by National Natural Science Foundation of China (51277016) （51277016）
The Innovation Platform Open Funds for Universities in Hunan Province (12K074) （12K074）
