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基于改進(jìn)模擬退火算法的多臺(tái)冷水機(jī)組負(fù)荷優(yōu)化分配
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國家高技術(shù)研究發(fā)展計(jì)劃(863計(jì)劃)資助項(xiàng)目(2006AA10A311);上海市科委重點(diǎn)科技攻關(guān)項(xiàng)目(10dz2212300)


Improved Simulated Annealing Algorithm in Optimal Load Distribution of Multiple Chillers for Energy Conservation
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    摘要:

    將標(biāo)準(zhǔn)模擬退火算法的隨機(jī)搜索策略改為混沌遍歷搜索策略,,采取一種特殊的算法確定初始溫度以減少冗余迭代次數(shù),,增加方差判定準(zhǔn)則作為搜索停止的條件,,以多臺(tái)冷水機(jī)組總能耗最小為目標(biāo),,建立最優(yōu)負(fù)荷分配模型,,將改進(jìn)的模擬退火算法應(yīng)用于多臺(tái)冷水機(jī)組的負(fù)荷最優(yōu)分配,。理論分析計(jì)算及實(shí)際結(jié)果均表明,,可以實(shí)現(xiàn)節(jié)能,與通常的負(fù)荷分配策略相比,,節(jié)能4%~11%,。

    Abstract:

    The random search strategy was substituted by the chaotic traveling strategy in standard simulated annealing algorithm, variance evaluation criteria was appended as a condition to stop searching, a special method was adopted to determine the initial temperature in order to reduce redundant iterations, the improved stimulated annealing algorithm was applied to minimize the total power consumption of the multiple chiller water units which connected in parallel to achieve the purpose of energy saving. The mathematical model of the multiple chiller water units and the energy-saving methods by means of the improved simulated annealing were established. Both the theoretical analysis and the actual results indicated that the energy savings could be realized, and the total energy consumption of all the chillers was reduced by 4% to 11% compared with the usual load distribution strategy.

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張軍,張侃諭,周強(qiáng).基于改進(jìn)模擬退火算法的多臺(tái)冷水機(jī)組負(fù)荷優(yōu)化分配[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2012,43(3):187-192. Zhang Jun, Zhang Kanyu, Zhou Qiang. Improved Simulated Annealing Algorithm in Optimal Load Distribution of Multiple Chillers for Energy Conservation[J]. Transactions of the Chinese Society for Agricultural Machinery,2012,43(3):187-192.

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  • 在線發(fā)布日期: 2012-03-17
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