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Multi-objective Optimization of Multi-Agent Elevator Group Control System Based on Real-time Particle Swarm Optimization Algorithm 被引量:3
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作者 Yanwu Gu 《Engineering(科研)》 2012年第7期368-378,共11页
In order to get a globally optimized solution for the Elevator Group Control System (EGCS) scheduling problem, an algorithm with an overall optimization function is needed. In this study, Real-time Particle Swarm Opti... In order to get a globally optimized solution for the Elevator Group Control System (EGCS) scheduling problem, an algorithm with an overall optimization function is needed. In this study, Real-time Particle Swarm Optimization (RPSO) is proposed to find an optimal solution to the EGCS scheduling problem. Different traffic patterns and controller mechanisms for EGCS are analyzed. This study focuses on up-peak traffic because of its critical importance to modern office buildings. Simulation results show that EGCS based on Multi-Agent Systems (MAS) using RPSO gives good results for up-peak EGCS scheduling problem. Besides, the elevator real-time scheduling and reallocation functions are realized based on RPSO in case new information is available or the elevator becomes busy because it is unavailable or full. This study contributes a new scheduling algorithm for EGCS, and expands the application of PSO. 展开更多
关键词 MULTI-AGENT system ELEVATOR group control system REAL-TIME Particle SWARM Optimization Up-Peak Traffic
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A Dynamic Active Multicast Group Access Control Framework Based on Trust Management System
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作者 YANG Chang CHEN Xiaolin ZHANG Huanguo 《Wuhan University Journal of Natural Sciences》 CAS 2006年第6期1809-1813,共5页
The current multicast model provides no access control mechanism. Any host can send data directly to a multicast address or join a multicast group to become a member, which brings safety problems to multicast. In this... The current multicast model provides no access control mechanism. Any host can send data directly to a multicast address or join a multicast group to become a member, which brings safety problems to multicast. In this paper, we present a new active multicast group access control mechanism that is founded on trust management. This structure can solve the problem that exists in multicast members' access control and distributing authorization of traditional IP multicast. 展开更多
关键词 active multicast group access control trust management distributed authorization
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Group Hybrid Coordination Control of Multi-Agent Systems With Time-Delays and Additive Noises
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作者 Chuanjian Li Xiaofeng Zong 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第3期737-748,共12页
A new kind of group coordination control problemgroup hybrid coordination control is investigated in this paper.The group hybrid coordination control means that in a whole multi-agent system(MAS)that consists of two s... A new kind of group coordination control problemgroup hybrid coordination control is investigated in this paper.The group hybrid coordination control means that in a whole multi-agent system(MAS)that consists of two subgroups with communications between them,agents in the two subgroups achieve consensus and containment,respectively.For MASs with both time-delays and additive noises,two group control protocols are proposed to solve this problem for the containment-oriented case and consensus-oriented case,respectively.By developing a new analysis idea,some sufficient conditions and necessary conditions related to the communication intensity betw een the two subgroups are obtained for the following two types of group hybrid coordination behavior:1)Agents in one subgroup and in another subgroup achieve weak consensus and containment,respectively;2)Agents in one subgroup and in another subgroup achieve strong consensus and containment,respectively.It is revealed that the decay of the communication impact betw een the two subgroups is necessary for the consensus-oriented case.Finally,the validity of the group control results is verified by several simulation examples. 展开更多
关键词 Additive noises consensus control containment control group hybrid coordination control multi-agent systems(MASs) TIME-DELAYS
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Controllability of heterogeneous interdependent group systems under undirected and directed topology
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作者 Hui-Qin Pei Shi-Ming Chen 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第10期642-651,共10页
The controllability problem of heterogeneous interdependent group systems with undirected and directed topology is investigated in this paper. First, the interdependent model of the heterogeneous system is set up acco... The controllability problem of heterogeneous interdependent group systems with undirected and directed topology is investigated in this paper. First, the interdependent model of the heterogeneous system is set up according to the difference of individual characteristics. An extended distributed protocol with the external sliding-mode control is designed, under which it is shown that a heterogeneous interdependent group system is controllable when the corresponding communication topology is controllable. Then, using the network eigenvalue method, the driving individuals are determined for a heterogeneous system with undirected topology. Under directed topology, the maximum match method is utilized to confirm the driving individuals. Some sufficient and necessary conditions are presented to assure that the heterogeneous interdependent group system is structurally controllable. Via theoretical analysis, the controllability of heterogeneous interdependent systems is related to the interdependent manner and the structure of the heterogeneous system. Numerical simulations are provided to demonstrate the effectiveness of the theoretical results. 展开更多
关键词 controlLABILITY heterogeneous group systems interdependent model sliding-mode control
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Consensus intuitionistic fuzzy group decision-making method for aircraft cockpit display and control system evaluation 被引量:6
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作者 Tao Geng An Zhang Guangshan Lu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第4期634-641,共8页
A novel group decision-making (GDM) method based on intuitionistic fuzzy sets (IFSs) is developed to evaluate the ergonomics of aircraft cockpit display and control system (ACDCS). The GDM process with four step... A novel group decision-making (GDM) method based on intuitionistic fuzzy sets (IFSs) is developed to evaluate the ergonomics of aircraft cockpit display and control system (ACDCS). The GDM process with four steps is discussed. Firstly, approaches are proposed to transform four types of common judgement representations into a unified expression by the form of the IFS, and the features of unifications are analyzed. Then, the aggregation operator called the IFSs weighted averaging (IFSWA) operator is taken to synthesize decision-makers’ (DMs’) preferences by the form of the IFS. In this operator, the DM’s reliability weights factors are determined based on the distance measure between their preferences. Finally, an improved score function is used to rank alternatives and to get the best one. An illustrative example proves the proposed method is effective to valuate the ergonomics of the ACDCS. 展开更多
关键词 aircraft cockpit display and control system (ACDCS) group decision-making (GDM) intuitionistic fuzzy set (IFS) different preference representation weighted averaging (WA) operator.
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Cooperative Trifluoromethyl Group and Catalyst-Enabled Regioselective 3,4-Functionalization of Unsymmetricβ-CF_(3)-1,3-enynes via C–H Bond Activation
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作者 Yongshun Wen Yun Liao +6 位作者 Mei Xiao Jin Zhu Li-Juan Tang Yingtong Zong Wenjun Luo Zhengwang Chen Daohong Yu 《Chinese Journal of Chemistry》 2025年第19期2512-2518,共7页
1-Isoquinolin-1(2H)-one skeleton exists widely in natural products,pharmaceuticals and materials.We disclose here a fluorine effect and catalyst cooperatively induced regioselective or regiospecific 3,4-functionalizat... 1-Isoquinolin-1(2H)-one skeleton exists widely in natural products,pharmaceuticals and materials.We disclose here a fluorine effect and catalyst cooperatively induced regioselective or regiospecific 3,4-functionalization of unsymmetric 2-CF_(3)-1,3-enynes.The presence of trifluoromethyl group is determinable for the regioselectivity.When the CF_(3) group was replaced with the methyl or amide group,the regioselectivity decreased to a ratio of 1.3:1 or 1:1.7,respectively.For alkyl substitutedβ-CF_(3)-1,3-enynes,a regiospecificity was obtained.This strategy features excellent regioselectivity,broad substrate scope and high functional group tolerance.Mechanistic studies showed that C–H bond activation is the rate-limiting step. 展开更多
关键词 C-H activation Unsymmetric internal alkyne 6-CF_(3)-1 3-enyne Cooperative CF_(3)group and catalyst control strategy 1-Isoquinolin-1(2H)-one Transition metal catalyzed Synthetic methods CF-vinyl isoquinolin-1-one Alkynes 3d transition metals Homogeneous catalysis
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GROUP VELOCITY CONTROL SCHEME WITH LOW DISSIPATION 被引量:3
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作者 程军波 傅德薰 马延文 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2000年第3期138-145,共8页
In order to prevent smearing the discontinuity, a modified term is added to the third order Upwind Compact Difference scheme to lower the dissipation error. Moreover, the dispersion error is controled to hold back the... In order to prevent smearing the discontinuity, a modified term is added to the third order Upwind Compact Difference scheme to lower the dissipation error. Moreover, the dispersion error is controled to hold back the non physical oscillation by means of the group velocity control. The scheme is used to simulate the interactions of shock density stratified interface and the disturbed interface developing to vortex rollers. Numerical results are satisfactory. 展开更多
关键词 low dissipation error group velocity control upwind compact difference scheme interactions of shock density stratified interface
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Elevator Group-Control Policy Based on Neural Network Optimized by Genetic Algorithm 被引量:1
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作者 沈虹 万健如 +2 位作者 张志超 刘英培 李光叶 《Transactions of Tianjin University》 EI CAS 2009年第4期245-248,共4页
Aiming at the diversity and nonlinearity of the elevator system control target, an effective group method based on a hybrid algorithm of genetic algorithm and neural network is presented in this paper. The genetic alg... Aiming at the diversity and nonlinearity of the elevator system control target, an effective group method based on a hybrid algorithm of genetic algorithm and neural network is presented in this paper. The genetic algorithm is used to search the weight of the neural network. At the same time, the multi-objective-based evaluation function is adopted, in which there are three main indicators including the passenger waiting time, car passengers number and the number of stops. Different weights are given to meet the actual needs. The optimal values of the evaluation function are obtained, and the optimal dispatch control of the elevator group control system based on neural network is realized. By analyzing the running of the elevator group control system, all the processes and steps are presented. The validity of the hybrid algorithm is verified by the dynamic imitation performance. 展开更多
关键词 elevator group control genetic algorithm neural network hybrid algorithm
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Group Formation Tracking Control for Air–Ground Multi-Agent Systems
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作者 Haichao Liu Juntong Qi +4 位作者 Yan Peng Yuan Ping Chong Wu Mingming Wang Hailong Huang 《Guidance, Navigation and Control》 2025年第2期255-269,共15页
This paper presents a weight-based group formation tracking control method for air–ground multi-agent systems,where the system consists of unmanned aerial vehicles(UAVs)and unmanned ground vehicles(UGVs).Specifically... This paper presents a weight-based group formation tracking control method for air–ground multi-agent systems,where the system consists of unmanned aerial vehicles(UAVs)and unmanned ground vehicles(UGVs).Specifically,a three-layer directed communication topology consisting of a master leader,group leaders,and followers is designed first.Subsequently,a formation tracking controller is developed,and the stability of the system is proven using Lyapunov theory.Additionally,to address the collision issues that can arise during the grouping and flight of multi-UAV formations,a collision avoidance controller is designed based on a rotational potential field function.Finally,simulation experiments validate that the proposed method can achieve stable and safe grouping,formation,and collaborative tracking of air–ground multi-agent systems. 展开更多
关键词 Air–ground cooperative control group formation tracking control consensus theory automatic grouping
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THE CONTROL OF POLYMETHACRYLATE MOLECULAR STRUCTURE BY GROUP TRANSFER POLYMERIZATION
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作者 OWEN W. WEBSTER 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1990年第1期1-9,共9页
INTRODUCTION Group transfer polymerization (GTP) is a method for controlling the structure of acrylic polymers in which reactive chain ends are covalentiy bound to a trimethylsilyl group. In the presence of a catalyst... INTRODUCTION Group transfer polymerization (GTP) is a method for controlling the structure of acrylic polymers in which reactive chain ends are covalentiy bound to a trimethylsilyl group. In the presence of a catalyst, monomer inserts into these chain ends between the silyl group and the last monomer unit. The process is illustrated by equation (1) for methyl methacrylate. GTP is a living polymerization, i. e., there is little or no chain termination and no chain transfer. A significant advantage of GTP is that it 展开更多
关键词 PMMA EA GTP rate PBMA THE control OF POLYMETHACRYLATE MOLECULAR STRUCTURE BY group TRANSFER POLYMERIZATION
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The Development Strategy of China Bao'an Group──From Investment Control Group to Bao'an Financial Group
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《China Today》 1997年第8期59-61,共3页
关键词 US The Development Strategy of China Bao’an group group From Investment control group to Bao’an Financial
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Application Experience of Quality Control Group Management Mode in Emergency Department Nursing Management
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作者 CHENRong 《外文科技期刊数据库(文摘版)医药卫生》 2022年第9期035-038,共4页
Objective: to sort out the clinical value of implementing quality control group management mode in emergency department nursing management, so as to provide reference and reference for gradually improving the quality ... Objective: to sort out the clinical value of implementing quality control group management mode in emergency department nursing management, so as to provide reference and reference for gradually improving the quality of emergency nursing. Methods: to sort out the nursing quality assessment results of the nursing staff in the emergency department of our hospital during the period from January 2019 to December 20, 2019, and then compare them with the nursing quality assessment results of the nursing staff after the establishment of the nursing quality control group in 2021, so as to provide reference and reference for the preparation of a scientific, standardized and efficient emergency nursing management plan, so as to continuously improve the nursing level of the undergraduate department. Results: according to the same version of the emergency nursing quality standard, the emergency nursing quality assessment was carried out in 2019 and 2021. It can be found that in 2019, the average of the assessment results was (93.23 ± 2.46) points, and the number of adverse reaction events in the undergraduate department was 10 pieces. In 2021, the average result of roast goose was (97.02 ± 1.49) points, and the number of adverse reaction events occurred in the undergraduate room was 4 pieces. The difference between the two data was prominent and there was a statistical advantage (P < 0.05). Conclusion: in the nursing management of the emergency department, the establishment of the nursing quality control team can play a positive role. It can detect the shortcomings and shortcomings of the nursing period at the first time, and analyze and rectify the root causes, so as to avoid risks, and improve the clinical nursing level and patient satisfaction. 展开更多
关键词 quality control group management mode emergency department nursing management application experie
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Influence of Infection Control Professional Group on Surgical Site Infection in Obstetrics and Gynecology Patients
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作者 WANG Sumei 《外文科技期刊数据库(文摘版)医药卫生》 2021年第9期073-076,共6页
Objective: to study the specific effect of setting up a professional infection control team in hospital on surgical site infection in obstetrics and gynecology patients. Methods: a total of 300 cases of surgery patien... Objective: to study the specific effect of setting up a professional infection control team in hospital on surgical site infection in obstetrics and gynecology patients. Methods: a total of 300 cases of surgery patients in the department of obstetrics and gynecology admitted to our hospital since 2019 to 2020 were selected and randomly divided into the control group and the research group, with 150 cases in each group. A comparative study was conducted on the infection situation and specific control situation of the two groups to analyze the specific effects. Results: the incidence of surgical infection site in the control group was significantly higher, and the difference between the two groups was statistically significant. The research group was significantly better than the control group in terms of quality management, and the quality management score was higher. The experimental results of the two groups were different. Conclusion: the hospital through the establishment of obstetrics and gynecology hospital professional team, can reduce surgical site infections, obstetrics and gynecology patients to improve the control level of medical staff have very obvious effect, to promote the use of in the hospital, can reduce medical disputes, to alleviate the doctor-patient relationship has very obvious effect. 展开更多
关键词 sensory control professional group obstetrics and gynecology patients surgical conditions infecti
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Some Group Runs Based Multivariate Control Charts for Monitoring the Process Mean Vector
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作者 Mukund Parasharam Gadre Vikas Chintaman Kakade 《Open Journal of Statistics》 2016年第6期1098-1109,共13页
In this article, we propose two control charts namely, the “Multivariate Group Runs’ (MV-GR-M)” and the “Multivariate Modified Group Runs’ (MV-MGR-M)” control charts, based on the multivariate normal processes, ... In this article, we propose two control charts namely, the “Multivariate Group Runs’ (MV-GR-M)” and the “Multivariate Modified Group Runs’ (MV-MGR-M)” control charts, based on the multivariate normal processes, for monitoring the process mean vector. Methods to obtain the design parameters and operations of these control charts are discussed. Performances of the proposed charts are compared with some existing control charts. It is verified that, the proposed charts give a significant reduction in the out-of-control “Average Time to Signal” (ATS) in the zero state, as well in the steady state compared to the Hotelling’s T2 and the synthetic T2 control charts. 展开更多
关键词 Some group Runs Based Multivariate control Charts for Monitoring the Process Mean Vector
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重载列车群组运行控制系统及控制理论研究综述
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作者 宋宗莹 张辰东 +3 位作者 王兴中 张韦 王文斌 李湘宜 《铁道运输与经济》 北大核心 2025年第10期17-29,共13页
重载列车群组运行控制系统创新加密提效技术路线,以单元列车协同群组化运行实现区间高密度紧追踪和站内高效接发车,为突破重载铁路运输瓶颈、提高重载铁路运能运量提供了一种新模式。针对重载列车群组运行控制系统概念、架构、组成、地... 重载列车群组运行控制系统创新加密提效技术路线,以单元列车协同群组化运行实现区间高密度紧追踪和站内高效接发车,为突破重载铁路运输瓶颈、提高重载铁路运能运量提供了一种新模式。针对重载列车群组运行控制系统概念、架构、组成、地面和车载设备、功能、运行过程、效果以及与典型列控系统的对比进行阐述,从概念、原理及控制算法优劣势等方面描述列车运行模型及多种具有代表性的控制方法,说明对应控制方法在控制性能方面的优缺点以及针对群组列控系统的适配性,并从系统应用、优化、演进以及控制理论模型、策略研究方面对未来的研究方向进行展望,为构建满足铁路运能提升、运输安全及多制式兼容要求的群组列控系统奠定基础。 展开更多
关键词 列车运行控制系统 群组运行 系统架构 协同控制 控制方法
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电梯群控仿真模型构建及群控调度策略研究
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作者 魏东 张靖媛 方硕 《控制工程》 北大核心 2025年第10期1895-1905,共11页
当前电梯群控调度系统的调试安全性不足、设计评估难度大、调试成本高昂。为此,构建了电梯群控仿真模型,并基于该模型,根据乘客平均候梯时间、长时间候梯率、电梯能耗等指标对电梯群控调度方案进行动态评估。针对电梯运行效率和乘客乘... 当前电梯群控调度系统的调试安全性不足、设计评估难度大、调试成本高昂。为此,构建了电梯群控仿真模型,并基于该模型,根据乘客平均候梯时间、长时间候梯率、电梯能耗等指标对电梯群控调度方案进行动态评估。针对电梯运行效率和乘客乘梯舒适度有待提高的问题,采用深度Q网络(deep Q network,DQN)实现电梯群控优化调度,根据影响电梯运载效率的主要因素设计相应的状态空间、奖励信号和智能体结构;鉴于强化学习智能体的在线训练耗时长,无法提供实时决策,利用电梯群控仿真模型的运行数据训练前馈神经网络,构建电梯群控环境预测模型作为智能体训练环境。在电梯群控仿真模型中进行仿真实验,结果表明:相较于目前广泛应用的最小响应时间策略,所提策略减少了乘客平均候梯时间、乘客平均乘梯时间、长时间候梯率、电梯启停次数,增加了5 min平均到达人数。 展开更多
关键词 强化学习 深度Q网络 电梯群控系统 电梯调度
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群控导叶底部造流系统仿真研究
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作者 徐剑 胡涛 +3 位作者 盛其虎 潘欣钰 徐永春 黄宏 《船舶标准化工程师》 2025年第2期75-78,共4页
为了提升底部造流水动力试验装置测试区域流态,针对可调角度导叶组进行多工况计算流体力学(CFD)模拟对比优化。结果表明:在8 m、6 m和4 m等不同水深工况下,调节进水端导叶组角度分别为50°、40°和30°,出水端导叶组角度统... 为了提升底部造流水动力试验装置测试区域流态,针对可调角度导叶组进行多工况计算流体力学(CFD)模拟对比优化。结果表明:在8 m、6 m和4 m等不同水深工况下,调节进水端导叶组角度分别为50°、40°和30°,出水端导叶组角度统一为30°时,测试区可形成平均流速为1m/s、均匀度为±15%的水流,且减少了回水端管路中涡流区的存在。因此,通过可调角度导流措施可使得底部造流系统在不影响大水深造波的前提下在测试区和回水管道中形成较为均匀的水流分布。 展开更多
关键词 导叶 群控 造流系统 计算流体力学
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智能算法在电梯群控系统自动化调度中的应用 被引量:1
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作者 韩利 《现代制造技术与装备》 2025年第8期203-205,共3页
随着城市化进程加速和高层建筑不断涌现,传统电梯群控调度方法已难以满足复杂的垂直交通需求。研究智能算法在电梯群控系统自动化调度中的应用,提出基于遗传算法、神经网络和群智能算法的混合调度策略。遗传算法实现全局最优调度,神经... 随着城市化进程加速和高层建筑不断涌现,传统电梯群控调度方法已难以满足复杂的垂直交通需求。研究智能算法在电梯群控系统自动化调度中的应用,提出基于遗传算法、神经网络和群智能算法的混合调度策略。遗传算法实现全局最优调度,神经网络提供智能决策和交通流预测,群智能算法优化电梯协同运行。上海市某金融中心的应用验证表明,相比传统方法,智能调度平均等待时间减少39.4%,系统通行能力提高41.8%,运行能耗降低23.4%,用户满意度显著提升。研究成果可为提升电梯群控系统性能、推动建筑智能化发展提供有效的技术途径。 展开更多
关键词 电梯群控系统 智能算法 自动化调度 遗传算法 神经网络
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PLC电梯群控系统调度算法改进与仿真研究 被引量:1
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作者 石英琦 《仪器仪表用户》 2025年第7期34-35,38,共3页
随着高层建筑的不断增多,电梯群控系统的调度效率与资源配置合理性成为亟待优化的重要问题。传统调度算法在高负荷场景下存在响应延迟、调度冲突及能耗不均等缺陷。本文基于PLC控制平台,针对现有电梯群控系统的结构特征与控制逻辑,提出... 随着高层建筑的不断增多,电梯群控系统的调度效率与资源配置合理性成为亟待优化的重要问题。传统调度算法在高负荷场景下存在响应延迟、调度冲突及能耗不均等缺陷。本文基于PLC控制平台,针对现有电梯群控系统的结构特征与控制逻辑,提出一种融合多参数优先级判定的改进型调度算法。该算法综合考虑乘客等待时间、电梯当前运行方向、任务分布等因素,实现动态优化调度决策,以期为提升电梯群控系统智能化水平与PLC控制系统集成应用能力提供参考。 展开更多
关键词 PLC控制 电梯群控系统 调度算法优化
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中央空调群控系统的控制策略与技术架构研究 被引量:1
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作者 肖建平 叶晨洲 +1 位作者 李杭 林喆 《智能建筑与智慧城市》 2025年第4期139-142,共4页
文章从建筑智能化设计的角度出发,探讨了中央空调群控系统的两种主要控制策略和技术架构,提出模型预测控制策略比基于规则的控制策略更符合时代发展趋势的观点。鉴于模型预测控制策略在提升中央空调群控系统的自动化水平、促进建筑节能... 文章从建筑智能化设计的角度出发,探讨了中央空调群控系统的两种主要控制策略和技术架构,提出模型预测控制策略比基于规则的控制策略更符合时代发展趋势的观点。鉴于模型预测控制策略在提升中央空调群控系统的自动化水平、促进建筑节能减排以及降低运营成本方面展现出的显著优势,推广采用该策略的中央空调群控系统将对推动建筑的可持续发展产生重要影响。 展开更多
关键词 中央空调群控系统 基于规则的控制 模型预测控制
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