首页|基于产品的柔性SERU系统构建问题研究

基于产品的柔性SERU系统构建问题研究

扫码查看
不断加剧的市场动荡性和环境复杂性,使得柔性成为制造企业保持竞争优势的关键。作为一种以高柔性著称的生产系统,SERU生产得到了业界和学术界的广泛关注。然而,柔性SERU系统构建问题却鲜有研究。本文综合考虑柔性投资成本和柔性损失成本,建立了柔性 SERU系统构建(Flexible SERU System Formation Problem,FSFP)模型。分析了问题的复杂性,并将其转化为等价的线性模型以精确求解小规模问题。通过大量数值实验,从需求场景和成本参数的视角,对比了 FSFP 模型与现有文献中基于特定生产任务的 SERU 系统构建策略(Task-Oriented SERU Formation,TOSF),验证了FSFP模型的有效性。研究指出,FSFP模型考虑了需求动态变化的性质,能够根据需求变化产生不同层次的柔性,更加适用于动态需求环境。此外,相对于TOSF策略,FSFP模型对成本参数的变化更加敏感,并且随着成本参数的增大,FSFP模型的优势越来越突出。本研究不仅丰富了SERU生产相关研究领域,而且对优化构建方式,助力企业发挥SERU系统高柔性优势提供启示。
Research on Flexible SERU System Formation Based on Product
With the rapid development of information technology and economic globalization,the diversity of con-sumer preferences and the uncertainty of demand are increasing,making flexibility a key factor for manufacturing companies to maintain a competitive advantage.In order to achieve production flexibility,many companies have transformed their assembly lines into other production systems,and the SERU production method has emerged in this context.The SERU system is derived from the division and transformation of assembly lines,replacing con-veyor belts and specialized automated machinery with movable workbenches,simple equipment,and hand tools,allowing for rapid and frequent construction,modification,dismantling,and reconstruction.Therefore,it is more flexible than traditional production methods.The construction of the SERU system is crucial for achieving flexi-bility and is also a focal point of research on the SERU production method.Currently,academic research on the construction of SERU systems mainly focuses on optimizing the operation process of SERU systems,emphasizing task-oriented SERU formation(TOSF).However,the strategic-level SERU system construction,as an important part of the construction problem,has received little attention.In addition,in terms of performance evaluation,existing literature mostly emphasizes the responsiveness to specific production tasks and focuses on operational evaluation metrics,which does not adequately reflect the adaptability of SERU systems to dynamic production environments.High flexibility,as the most important feature of SERU systems,has been rarely studied in terms of the flexibility performance of SERU systems.Therefore,studying the construction of flexible SERU systems at the strategic decision-making stage has important practical and theoretical significance.This study focuses on the strategic-level construction of SERU systems,with a particular emphasis on the system’s flexibility performance.From the perspective of flexibility costs,the study utilizes flexibility investment costs(including formation costs and worker training costs)and flexibility loss costs(including opportunity loss costs and capability loss costs)to comprehensively evaluate the system’s flexibility level.A Flexible SERU System Formation Problem(FSFP)model is developed to comprehensively assess the flexibility of the system.The complexity of the problem is analyzed,and nonlinear models are equivalently transformed into linear models for precise solutions to small-scale problems.Through extensive numerical experiments,the performance of the FSFP strategy is compared with the TOSF strategy from the perspectives of demand scenario variations and cost parameter changes,confirming the effectiveness of the FSFP model.The research indicates that the FSFP model,considering the nature of dynamic demand changes,can generate different levels of flexibility based on demand variations,making it more suitable for dynamic demand environments.Furthermore,compared to the TOSF strategy,the FSFP model is more sensitive to changes in cost parameters,and as these parameters increase,the advantages of the FSFP model become more prominent.This study not only enriches the research field related to SERU production but also provides insights into optimizing construction methods to help companies leverage the high flexibility advantages of SERU systems.As the first step in implementing the SERU production approach,the FSFP model based on product provides a high-quality solution that outperforms the TOSF strategy in situations of demand fluctuations.However,this study does not consider the dynamic SERU system formation that continuously adjusts internal configurations of the SERU system based on changing market demands,nor does it account for the internal structure within Serus.Combining the strategic-level SERU system structure with the capability reorganization at the operational decision-making stage to achieve relative system stability and optimize performance objectives for specific production tasks is a promising area for further research in the future.Additionally,considering dynamic adjustments in flexible SERU system formation is also an important research direction for the future.

SERU systemflexibilitysystem formationlinearization processingGurobi solver

任玉红、唐加福

展开 >

东北财经大学 管理科学与工程学院,辽宁 大连 116025

SERU系统 柔性生产 系统构建 线性化处理 Gurobi求解器

国家自然科学基金资助项目国家自然科学基金资助项目

7183100371420107028

2024

运筹与管理
中国运筹学会

运筹与管理

CSTPCDCHSSCD北大核心
影响因子:0.688
ISSN:1007-3221
年,卷(期):2024.33(5)