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多生产线作业协调调度的PSOGA混合优化算法 被引量:2
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作者 方秋军 陈勇 +1 位作者 庄薇 鲁建厦 《现代制造工程》 CSCD 北大核心 2012年第5期27-32,共6页
为了求解多目标多生产线调度问题,采用协同进化思想,提出了多种群PSOGA混合优化算法(MC-HPSOGA)。以最小化最大完工时间、最大化生产线利用率和最大化客户满意度为目标函数,建立了多生产线作业协调调度问题的多目标批量调度数学模型,并... 为了求解多目标多生产线调度问题,采用协同进化思想,提出了多种群PSOGA混合优化算法(MC-HPSOGA)。以最小化最大完工时间、最大化生产线利用率和最大化客户满意度为目标函数,建立了多生产线作业协调调度问题的多目标批量调度数学模型,并且设计最小批量动态分批策略,将MC-HPSOGA算法应用于BSPT公司角磨机装配线的多目标多生产线调度问题实例中,通过与粒子群(PSO)和遗传算法(GA)的比较,验证了MC-HPSOGA算法和模型的有效性。 展开更多
关键词 多生产线调度 批量调度 粒子群算法 遗传算法 混合优化算法
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多生产线协调的生产调度 被引量:1
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作者 刘庆全 张燕红 《兵工自动化》 2005年第3期29-31,共3页
针对多生产线上下游间存在缓冲区的问题,提出了多生产线协调的流水线调度法。添加时间、产品加工数量、同步副成品等约束,将主、副成品和同步副成品分时输出等非线性目标函数转化为线性规划模型求解。用单纯形法计算各条生产线每个调度... 针对多生产线上下游间存在缓冲区的问题,提出了多生产线协调的流水线调度法。添加时间、产品加工数量、同步副成品等约束,将主、副成品和同步副成品分时输出等非线性目标函数转化为线性规划模型求解。用单纯形法计算各条生产线每个调度周期的生产数量,并仿真验证了该方法的可行性和有效性。 展开更多
关键词 多生产线 缓冲区 流水线调度法 线性规划模型 约束条件 机器辅助技术制造技术
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采用反馈机制的多生产线制造系统协同优化
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作者 孔维畅 乔非 吴启迪 《中国机械工程》 EI CAS CSCD 北大核心 2020年第17期2112-2117,2127,共7页
为研究具有可互替耦合设备的多生产制造系统的优化问题,给出了该类型制造系统的一般性描述,并基于经典的MiniFAB模型设计了该多生产线制造系统。为解决优化过程中训练数据不足的问题,提出了基于反馈机制的多生产线制造系统结构优化方法... 为研究具有可互替耦合设备的多生产制造系统的优化问题,给出了该类型制造系统的一般性描述,并基于经典的MiniFAB模型设计了该多生产线制造系统。为解决优化过程中训练数据不足的问题,提出了基于反馈机制的多生产线制造系统结构优化方法。为进一步提高优化方法的精度,将结构优化方法与启发式调度规则优化结合,提出了多生产线制造系统协同优化方法。案例验证了所提出方法的可行性和有效性。 展开更多
关键词 多生产线制造系统 闭环优化 启发式调度规则 协同优化
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基于遗传粒子群混合算法的多生产线协调调度 被引量:2
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作者 陈勇 方秋军 +1 位作者 庄薇 鲁建厦 《工业工程与管理》 北大核心 2011年第6期42-49,共8页
为了求解多目标多生产线调度问题,结合PSO和GA算法的特点,提出了基于协同进化思想的多种群PSOGA混合优化算法(简称MC-HPSOGA)。以最小化最大完工时间、最大化生产线利用率和最大化客户满意度为目标函数,建立了多生产线作业协调调度问题... 为了求解多目标多生产线调度问题,结合PSO和GA算法的特点,提出了基于协同进化思想的多种群PSOGA混合优化算法(简称MC-HPSOGA)。以最小化最大完工时间、最大化生产线利用率和最大化客户满意度为目标函数,建立了多生产线作业协调调度问题的多目标批量调度数学模型,并且设计最小批量动态分批策略,将MC-HPSOGA算法应用于BSPT公司角磨机装配线的多目标多生产线调度问题实例中,通过与PSO和GA算法的比较,验证了算法和模型的有效性。 展开更多
关键词 多生产线调度 批量调度 粒子群算法 遗传算法 混合优化算法
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基于MO-CGJaya/D算法的PC构件混流生产作业指派优化研究
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作者 汪和平 赵登宇 +1 位作者 陈梦凯 李艳 《中国管理科学》 CSSCI CSCD 北大核心 2024年第7期95-105,共11页
针对PC构件生产调度优化研究在异型构件和非异型构件组合流水线的生产调度方面存在的不足,研究多生产线混流生产模式下的PC构件生产作业指派优化问题。首先,基于异型PC构件与非异型PC构件的生产线型号不同这一现实情况,考虑生产完工时... 针对PC构件生产调度优化研究在异型构件和非异型构件组合流水线的生产调度方面存在的不足,研究多生产线混流生产模式下的PC构件生产作业指派优化问题。首先,基于异型PC构件与非异型PC构件的生产线型号不同这一现实情况,考虑生产完工时间、生产成本、生产线利用率等5个目标,构建多生产线混流生产模式下的PC构件生产作业指派优化模型。然后,为求解此类高维多目标优化问题,提出了一种MO-CGJaya/D算法,该算法在分解策略的框架下结合混沌初始化和高斯变异操作,在增强算法跳出局部最优的能力的同时提升了求解效率,并通过DTLZ系列函数测试与NSGAⅡ算法、NSGAⅢ算法和MOEA/D算法进行对,比验证MO-CGJaya/D算法的性能。最后,以某预制构件生产企业的调研数据为案例,探讨了多生产线混流生产模式下的PC构件生产作业指派优化方案,研究结果对预制构件生产企业的生产实践具有指导性意义。 展开更多
关键词 PC构件 多生产线 混流生产 高维多目标优化 MO-CGJaya/D算法
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板材制造协同及交货准时的调度研究与算法优化
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作者 陈海燕 蒋家志 《机电工程技术》 2016年第9期100-102,共3页
研究了多生产线的置换流水车间调度问题,提出以制造协同和完工准时为调度目标,建立相对应的目标函数,建立了该问题的数学模型。针对该模型设计了PSO算法进行优化,对算法参数进行实验调整。
关键词 多生产线 置换流水车间 PSO算法 协同 准时
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汽车装配车间物流超市分散化程度决策模型研究 被引量:1
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作者 王叶 张镓 蔡三发 《物流技术》 2015年第19期232-236,共5页
基于物流成本最小化角度,分析了物流超市在汽车装配车间的分散化程度与成本结构中各部分之间的关系,引入多生产线分组的概念,构建物流超市分散化程度决策模型。
关键词 物流超市 分散化程度 物流成本 多生产线 汽车装配车间
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一种聚氨酯板材的多流水线集中控制系统方案 被引量:1
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作者 陈荣 张永林 《聚氨酯工业》 2014年第5期43-46,共4页
结合一些聚氨酯工业设备制造企业的实际需求,围绕多生产线集中控制的先进思想,开发了一套基于西门子S7-400系列PLC的自动化集中控制系统方案。介绍了单生产线的控制原理和多生产线集中控制系统。实践表明,该系统性能优异、自动化程度高... 结合一些聚氨酯工业设备制造企业的实际需求,围绕多生产线集中控制的先进思想,开发了一套基于西门子S7-400系列PLC的自动化集中控制系统方案。介绍了单生产线的控制原理和多生产线集中控制系统。实践表明,该系统性能优异、自动化程度高,节约了生产成本,提升了生产效率。 展开更多
关键词 聚氨酯工业设备 西门子PLC 多生产线 集中控制
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造船企业中管子生产线柔性资源分配研究
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作者 商勇 易树平 +1 位作者 高庆萱 黄佳笛 《世界科技研究与发展》 CSCD 2012年第5期860-865,共6页
为解决造船企业管子生产线各工序间资源负荷比例的不稳定性所导致的在制品量多、加工周期长的问题,基于船舶管子制造的特征现状,以加工周期最短为目标,描述了一种多生产线柔性资源分配问题。建立柔性资源分配变量矩阵并提出工序当量生... 为解决造船企业管子生产线各工序间资源负荷比例的不稳定性所导致的在制品量多、加工周期长的问题,基于船舶管子制造的特征现状,以加工周期最短为目标,描述了一种多生产线柔性资源分配问题。建立柔性资源分配变量矩阵并提出工序当量生产能力的计算公式,采用离散事件仿真平台Arena12.0提出该问题的求解方法及步骤。最后以国内某造船厂碳钢管子和不锈钢管子生产线为工程背景,应用Arena12.0进行了仿真实例分析,验证了该方法的有效性和实用性。 展开更多
关键词 管子制造 多生产线 柔性资源分配
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The Impacts of Permafrost Change on NPP and Implications:A Case of the Source Regions of Yangtze and Yellow Rivers 被引量:9
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作者 FANG Yiping QIN Dahe +2 位作者 DING Yongjian YANG Jianping XU Keyan 《Journal of Mountain Science》 SCIE CSCD 2011年第3期437-447,共11页
This paper studies the relationship between net primary productivity (NPP) and annual average air temperature (GT) at 0cm above ground in permafrost regions by using revised Chikugo NPP model,cubic spline interpolatin... This paper studies the relationship between net primary productivity (NPP) and annual average air temperature (GT) at 0cm above ground in permafrost regions by using revised Chikugo NPP model,cubic spline interpolating functions,and non-linear regression methods.The source regions of the Yangtze and Yellow Rivers were selected as the research areas.Results illustrate that:(1) There is significant non-linear relationship between NPP and GT in various typical years;(2) The maximum value of NPP is 6.17,5.87,7.73,and 5.41 DM·t·hm-2 ·a-1 respectively,and the corresponding GT is 7.1,10.0,21.2,and 8.9 o C respectively in 1980,1990,2000 and 2007;(3) In 1980,the sensitivity of NPP to GT is higher than in 1990,2000 and 2007.This tendency shows that the NPP presents change from fluctuation to an adaptation process over time;(4) During 1980~2007,the accumulated NPP was reduced to 8.05,and the corresponding carrying capacity of theoretical livestock reduced by 11%;(5) The shape of the demonstration region of ecological compensation system,livelihood support system,and science appraisal system in the source regions of Yangtze and Yellow Rivers are an important research for increasing the adaptation capacity and balancing protection and development. 展开更多
关键词 The source regions of Yangtze and Yellow Rivers PERMAFROST Ground temperature (GT) Net primary productivity (NPP) Policy adaptation
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Brand Development and Transmedia Production The Geofreakz Case Study
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作者 Charles Falzon 《Journalism and Mass Communication》 2012年第9期925-938,共14页
This paper looks at how brand development and marketing communication rules are useful, if not essential tools in the transmedia storytelling process. After providing clarification on the meaning of true transmedia co... This paper looks at how brand development and marketing communication rules are useful, if not essential tools in the transmedia storytelling process. After providing clarification on the meaning of true transmedia content, the author suggests that this fi)rm of narrative necessitates a variety of techniques that are beyond those found in the traditional skill set of the linear storyteller. The paper introduces a multi-layered model to help provide a structure for the development of transmedia narrative. It also outlines various stages of development and their specific characteristics. These include the establishment of a core message, introductory, development, and mature narrative phases. It draws extensive]Ly from a case study in transmedia storytelling co-produced by the author. The project, entitled Geo Freakz is rooted in the family sport of geocaching and was initially released on a trial basis, in Canada. The project includes webisodes, multiplayer on line games, TV programming, and live events. Collaborative partners are drawn from several media modalities. Findings from the case to date are used to illustrate the model presented in the paper as well as outline challenges in transmedia storytelling yet to be dealt with. 展开更多
关键词 transmedia BRANDING STORYTELLING NARRATIVE MARKETING
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A Modified Multi-Agent System for Simple Assembly Line Balancing
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作者 Kana Yokoyama Katsumi Morikawa Katsuhiko Takahashi 《Journal of Mathematics and System Science》 2012年第5期299-314,共16页
In this paper, a modified multi-agent system for assembly line balancing is proposed. Each worker in the assembly line is regarded as an agent, and two neighboring agents exchange information about the allocated tasks... In this paper, a modified multi-agent system for assembly line balancing is proposed. Each worker in the assembly line is regarded as an agent, and two neighboring agents exchange information about the allocated tasks. To balance the workload, an agent with a smaller workload sends a request message to his/her neighboring agent, who has a larger workload, to exchange tasks between them. Without any centralized control mechanism, each agent behaves to achieve their goal, which is to balance the workload. A tabu list and cooling control are also incorporated. However, the effectiveness of the previous system is limited, and the system depends on problems to be solved. As such, a modified system is proposed. In the proposed system, the cycle time is used when considering the proposal of exchange of allocated tasks instead of the task time allocated to the neighboring workers. Also, in the proposed system, the length of tabu list is determined dynamically based on the current number of possible exchanges, and the best cycle time in the search with cooling at medium speed is recorded for the second search that is finished when the current cycle time reaches the recorded cycle time. The effectiveness of the modified system is investigated by solving problems for various conditions. The results show that the proposed system is effective regardless of the problems that are encountered. 展开更多
关键词 Assembly line balancing multi-agent system tabu search.
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Multi-objectives and Simulation Models for Develop Production Line in Automobiles Manufacturing System
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作者 Razman Bin Tahar Ali A. J Adham 《Chinese Business Review》 2011年第7期553-558,共6页
Automotive manufacturing is complex and includes the coordination of design in the manufacturing system. The manufacturing approaches over the past few years, disassembly have been a key issue, and it seems that simul... Automotive manufacturing is complex and includes the coordination of design in the manufacturing system. The manufacturing approaches over the past few years, disassembly have been a key issue, and it seems that simulation models are usually tailored to address a narrow set of industrial issues. This paper describes the development of the production line in the automobile manufacturing system through design, operation, and maintenance, based on multi-objectives of Algorithm and Simulation Model called MOA-SM. The both models are being developed at three different levels: the production line in the body and assembly shop, supply chain, and the production plan. The optimization tries to involve more objectives to solve the issues in manufacturing system. A solution that may optimize one performance measure may deteriorate since other performance solutions are difficult. The resulting algorithms are comparable to the simulation and multi-object in terms of success rate, assembly times, peak forces, moments, and have assembly times superior to those of a benchmark blind search algorithm. 展开更多
关键词 assembly line automotive manufacturing supply chain simulation model MULTI-OBJECTIVE production line
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Analysis of Potential Failure Modes in an Assembly Line by Fuzzy Expert Systems
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作者 Mehdi Piltan Reza Ghodsi +1 位作者 Foad Quarashi Mehrdad Azizian 《Journal of Mechanics Engineering and Automation》 2011年第6期445-449,共5页
The failure modes and effects analysis (FMEA) is widely applied in manufacturing industries in various phases of the product life cycle to evaluate the system, its design and processes for failures that can occur. T... The failure modes and effects analysis (FMEA) is widely applied in manufacturing industries in various phases of the product life cycle to evaluate the system, its design and processes for failures that can occur. The FMEA team often demonstrates different opinions and these different types of opinions are very difficult to incorporate into the FMEA by the traditional risk priority number model. In this paper, for each of the Occurrence, Severity and Detectivity parameters a fuzzy set is defined and the opinion of each FMEA team members is considered. These opinions are considered simultaneously with weights that are given to each individual based on their skills and experience levels. In addition, the opinion of the costumer is considered for each of the FMEA parameters. Then, the Risk Priority Numbers (RPN) is calculated using a Multi Input Single Output (MISO) fuzzy expert system. The proposed model is applied for prioritizing the failures of Peugeot 206 Engine assembly line in IKCo (Iran Khodro Company). 展开更多
关键词 FMEA (failure modes and effects analysis) fuzzy expert systems engine assembly line.
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