面向复杂精密装备总装车间的智能制造模式
首发时间:2017-08-18
摘要:针对复杂精密装备在装配过程中设备网络化集成、柔性化定制装配、精益化物流管控等需求,提出了一种面向复杂精密装备总装车间的智能制造模式。在分析精密装备总装车间智能制造模式建设需求的基础上,建立包含用户层、核心功能层、系统集成层、智能感知层、资源层以及基础支撑层等六层的智能制造技术架构体系及其运行模式,并对基于ipv6智能信息交互装置的总装车间装配资源智能感知技术和基于bp神经网络的关键装配工序异常预警方法等关键技术进行了研究。最后,结合一应用案例,验证了该智能制造模式的可行性和适用性。
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intelligent manufacturing mode for sophisticated equipment assembly workshop
abstract:in order to meet with the requirement of equipment network integration, flexible customized assembly, lean logistics management and control of assembly process, an intelligent manufacturing model of sophisticated equipment assembly workshop is proposed in this paper. by modeling the requirement of intelligent manufacturing mode in sophisticated equipment assembly workshop, an intelligent manufacturing technology architecture system and its operation mode are built, which includes six layers as user layer, core functional layer, system integration layer, intelligent perceiving layer, resource layer and basic support layer. the key technologies such as the intelligent perceiving technology of assembly resources by using intelligent information interaction device based on ipv6 and the abnormal early warning method of critical assembly process based on bp neural network are studied. finally, the analysis is illustrated in the case of a realistic application from a local manufacturing enterprise, to highlight the proposal's feasibility and applicability by applying the proposed intelligent manufacturing model.
keywords: sophisticated equipment intelligent manufacturing intelligent perceiving technology neural network
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