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面向集中式控制的微电网信息物理系统分层建模方法 被引量:13
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作者 杨义 杨苹 《中国电机工程学报》 EI CSCD 北大核心 2022年第19期7088-7101,共14页
为清晰展示微电网各单元的运行状态及其状态转移过程,提出一种含物理设备层、控制决策层和系统优化层的3层信息物理融合建模框架,对3个层级的功能进行设计,分别建立各层级的模型:采用状态机描述物理设备层各单元不同运行状态间的转换过... 为清晰展示微电网各单元的运行状态及其状态转移过程,提出一种含物理设备层、控制决策层和系统优化层的3层信息物理融合建模框架,对3个层级的功能进行设计,分别建立各层级的模型:采用状态机描述物理设备层各单元不同运行状态间的转换过程,在每个状态下各单元连续变化特性由微分方程表征;采用多元组的形式化数学表达式描述控制决策层的控制功能;基于系统的实际需求建立系统优化层的优化目标,用于确定优化微电网系统的优化运行策略。3层模型的组合形成了信息物理融合的微电网系统整体模型,用于呈现微电网系统在某一优化目标下的运行控制过程中各个单元的状态转移过程。最后以一个典型的交直流混合微电网系统为例对所提的建模方法进行验证,结果表明,所提建模方法有效地提高了微电网系统的可观性。 展开更多
关键词 信息物理融合 建模框架 物理设备 控制决策 系统优化层
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污水处理过程的自动化控制系统
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作者 杜树新 吴铁军 《流程工业》 2003年第12期64-67,共4页
本文详细描述了污水处理过程自动控制系统的结构框架。该结构框架分为4层,即现场数据层.现场控制层、系统优化层和监督管理层。
关键词 污水处理 自动控制系统 现场数据 现场控制 系统优化层 监督管理
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一种求解价格控制问题的混合遗传算法 被引量:1
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作者 刘兵兵 王知人 +1 位作者 朱成娟 李智慧 《燕山大学学报》 CAS 2005年第6期528-530,共3页
针对价格控制问题提出了一种将遗传算法与单纯形法相结合形成的混合遗传算法,在分析了价格控制问题具体特点的基础上,对遗传算法在编码、约束处理、下层问题无解处理等方面进行改进,最后进行了数值模拟,模拟结果验证了该算法具有较高的... 针对价格控制问题提出了一种将遗传算法与单纯形法相结合形成的混合遗传算法,在分析了价格控制问题具体特点的基础上,对遗传算法在编码、约束处理、下层问题无解处理等方面进行改进,最后进行了数值模拟,模拟结果验证了该算法具有较高的精度且简便易行。 展开更多
关键词 系统优化模型 价格控制问题 混合遗传算法
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Evaluation and optimization of secondary water supply system renovation 被引量:5
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作者 TIAN Yi-mei SI Yan-jie +1 位作者 LI Hong WU Mi-fang 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第9期1488-1494,共7页
Due to pollution in second water supply system (SWSS),nine renovation alternative plans were proposed and com-prehensive evaluations of different plan based on Analytical Hierarchy Process (AHP) were presented in this... Due to pollution in second water supply system (SWSS),nine renovation alternative plans were proposed and com-prehensive evaluations of different plan based on Analytical Hierarchy Process (AHP) were presented in this paper. Comparisons of advantages and disadvantages among the plans of SWSS renovations provided solid foundation for selecting the most appro-priate plan for engineering projects. In addition,a mathematical model of the optimal combination of renovation plans has been set up and software Lingo was used to solve the model. As a case study,the paper analyzed 15 buildings in Tianjin City. After simulation of the SWSS renovation system,an optimal scheme was obtained,the result of which indicates that 10 out of those 15 buildings need be renovated in priority. The renovation plans selected for each building are the ones ranked higher in the com-prehensive analysis. The analysis revealed that the optimal scheme,compared with two other randomly calculated ones,increased the percentage of service population by 19.6% and 13.6% respectively,which significantly improved social and economical benefits. 展开更多
关键词 Secondary water supply system (SWSS) Renovation plan Analytical Hierarchy Process (AHP) Hierarchical model OPTIMIZATION
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Gas drainage from different mine of drainage systems for deep coal areas: optimal placement seams with high gas emissions 被引量:10
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作者 Ping Lu Ping Li +3 位作者 Jian Chen Chuijin Zhang Junhua Xue Tao Yu 《International Journal of Coal Science & Technology》 EI 2015年第1期84-90,共7页
The techniques of stress relief mining in low-permeability coal seams and pillarless gob side retained roadway entry using Y-type ventilation and gas drainage systems were developed to control gas outbursts and applie... The techniques of stress relief mining in low-permeability coal seams and pillarless gob side retained roadway entry using Y-type ventilation and gas drainage systems were developed to control gas outbursts and applied successfully. However, as the mining depth increasing, parts of the gas drainage system are not suitable for mines with high gas emissions. Because larger mining depths cause higher ground stresses, it becomes extremely difficult to maintain long gob side roadways. The greater deformation suffered by the roadway is not favorable lor borehole drilling for continuous gas drainage. To solve these problems, Y-type ventilation and gas drainage systems installed from a roof roadway were designed for drainage optimization. This system was designed based on a gas-enrichment zone analysis developed from mining the 11-2 coal seam in the Zhuji Mine at Huainan, Anhui Province, China. The method of Y-type gas extraction from different mine areas was applied to the panel 1112(1) in the Zhuji Mine. The absolute gas emission rate was up to 116.3 m^3/min with an average flow of 69.1 m^3/min at an average drainage concentration of nearly 85 %. After the Y-type method was adopted, the concentration of gas in the return air was 0.15 %-0.64 %, averaging 0.39 % with a ventilation rate of 2100-2750 m^3/min. The gas management system proved to be efficient, and the effective gas control allowed safe production to continue . 展开更多
关键词 Gas drainage Different gas sources Y-type ventilation Gob side retained roadway Gas emission Gas-enrichment zone
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多移动终端轻量化感-算-策协同增强方法
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作者 高元 刘思聪 +5 位作者 郭斌 徐祥瑞 卞浩羽 郝静怡 徐王锦 於志文 《中国科学:信息科学》 CSCD 北大核心 2024年第9期2136-2156,共21页
近年来,随着物联网和人工智能技术的融合,智能物联网(AI+IoT,AIoT)逐渐成为备受关注的新兴前沿领域.在这一背景下,深度学习驱动的智能应用逐渐渗透到智慧城市、公共安全等多个领域.为了实现智能计算从云端向物联网终端和边缘端延伸,智... 近年来,随着物联网和人工智能技术的融合,智能物联网(AI+IoT,AIoT)逐渐成为备受关注的新兴前沿领域.在这一背景下,深度学习驱动的智能应用逐渐渗透到智慧城市、公共安全等多个领域.为了实现智能计算从云端向物联网终端和边缘端延伸,智能物联网的多移动终端设备协同工作需要面对的挑战包括可用资源受限和环境动态变化等方面.在智能物联网中,多移动终端具备泛在感知、智能计算与自主决策能力,并参与到感知、计算、学习和决策的过程中.本文提出了多移动终端轻量化感-算-策协同增强方法,旨在克服单终端的视野、资源和性能局限,提升系统的感知覆盖和计算效率,提高在多种应用场景下的任务性能. 展开更多
关键词 智能物联网 数据融合感知 深度模型伸缩卸载 大小模型互馈决策 异构系统优化
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