期刊文献+

基于信息物理融合系统的水资源分配模型研究

STUDY ON CPS-BASED WATER RESOURCES ALLOCATION MODEL
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摘要 为了提高建筑环境水资源优化分配这一目标,提出一种基于语义服务、多智能体和CPS(Cyber-Physical Systems)系统的水资源分配模型。模型中将语义服务与智能体相结合,利用语义转换的机理分析外界环境信息并提取可利用的目标信息,为粒子群决策算法提供数据来源,以此来实现决策目标的最优化处理,由多智能体对硬件设施进行控制。通过水资源分配模型的建立与试验性应用,论证了在资源优化分配中,CPS系统下的语义智能体结构与粒子群算法的结合对水资源系统调度的稳定性、决策性和速度等方面有进一步的提高。 To improve optimised water resources allocation in building environment, we present a water resources allocation model which is based on semantic service, multi-agents and CPS system.In the model, semantic service is combined with agent, semantic translation mechanism is used to analyse external environment information and to extract useful target information, it is for providing data resources for PSO decision algorithm, so as to implement the optimised decision target processing, and to control the physical infrastructure by the agent. Through building water allocation system model and its pilot applications, we demonstrate that in optimised resources allocation, the combination of semantic agent structure and PSO in CPS system achieves the improvement in stability, decision-making property and speed of the water resources scheduling.
出处 《计算机应用与软件》 CSCD 北大核心 2014年第12期109-112,共4页 Computer Applications and Software
基金 国家科技支撑计划子课题(2008BAJ08B08-03) 住房和城乡建设部科技项目(2012_K8_33)
关键词 CPS 粒子群算法 语义服务 多智能体系统 Cyber-physical system (CPS) Particle swarm optimisation (PSO) Semantic service Multi-agent system
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