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Cost-optimal Calculation for Ice-Storage Systems Using Neural Network 被引量:3

Cost-optimal Calculation for Ice-Storage Systems Using Neural Network
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摘要 Based on the eminent characteristics of the ice-storage systems, which can shift cooling electrical demand from peak time to off peak time, this paper describes the ice storage air-conditioning system that is now used much frequently. The authors develop the operating cost model by simplification and introduce a neural network model and try to solve the optimal cost problem of operation by using this neural network model. In calculation, any trajectory of the neural network converges to its solution in finite time, which is consistent with result by simplex method. Comparing with different methods, the neural network is more effective, which can be alternative to simplex method in calculating the optimal cost model for ice storage air-conditioning systems. Based on the eminent characteristics of the ice-storage systems, which can shift cooling electrical demand from peak time to off peak time, this paper describes the ice storage air-conditioning system that is now used much frequently. The authors develop the operating cost model by simplification and introduce a neural network model and try to solve the optimal cost problem of operation by using this neural network model. In calculation, any trajectory of the neural network converges to its solution in finite time, which is consistent with result by simplex method. Comparing with different methods, the neural network is more effective, which can be alternative to simplex method in calculating the optimal cost model for ice storage air-conditioning systems.
机构地区 Xi An Jiao Tong Univ
出处 《Journal of Thermal Science》 SCIE EI CAS CSCD 2002年第2期138-143,共6页 热科学学报(英文版)
关键词 ice-storage LINEAR PROGRAMMING NEURAL network. ice-storage linear programming neural network
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