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基于价值链分析的火电厂燃煤掺配优化方法

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在梳理火电厂燃煤供应价值链的基础上,提出一种基于高斯混合模型和改进支持矢量机的燃煤掺配优化方法.该方法通过划分运行工况,构建考虑煤质、成本、环保等因素的多目标优化模型,并采用粒子群算法进行求解.某电厂应用案例表明,该方法在不同负荷工况下平均节煤2.1%~3.4%,具有显著的经济和环保效益.
Value Chain Analysis-based Optimization of Coal Feeding Proportion for Thermal Power Plants
Based on the analysis of the coal supply value chain in thermal power plants,this essay outlines a new method for optimizing coal feeding proportion based on Gaussian mixture model and improved support vector machine.By dividing the operating conditions,a multi-objective optimization model considering factors such as coal quality,cost,and environ-mental protection is constructed,and particle swarm optimization algorithm is used for solution.The case application of an actual plant shows that this method achieves an average reduction of 2.1%to 3.4%of coal consumption under different load conditions,and thereby has significant economic and environmental potential.

value chain analysisoptimization of coal feeding proportiongaussian mixture model

张志春

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晋控电力河津发电分公司,山西河津 043399

价值链分析 燃煤掺配优化 高斯混合模型

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(18)