基于多主体建模的产品质量管理控制的研究

Research on Product Quality Management Control Based on Multi-Agent Modeling

摘要: 本文探索了一种基于主体的建模与仿真(ABMS)的工程管理视角下产品质量控制新方法。针对传统方法在处理多因素耦合及动态变化方面的局限性，本研究立足工程管理的流程优化与效能提升需求，构建了一个多主体系统模型，该模型模拟了人、机、料、法、环等因素对产品质量损失的影响。利用Netlogo仿真平台进行动态分析，以评估各因素对质量损失的贡献程度，为工程管理中的质量控制环节提供了全新的视角。此外，本文基于该模型提出了一种产品结构优化策略，通过敏感性分析确定关键参数，为工程管理实践中的性能优化提供科学依据。这项研究不仅丰富了基于主体的建模与仿真在质量控制领域的应用，还为实际生产工程管理中的质量提升和结构优化提供了有效的工具，具有重要的理论和实践意义。

Abstract: This study explores a novel product quality control methodology in engineering management through a subject-based modeling and simulation (ABMS) framework. Addressing the limitations of traditional approaches in handling multi-factor coupling and dynamic changes, the research develops a multi-agent system model that simulates the impact of human, machine, material, method, and environmental factors on product quality loss. Utilizing the Netlogo simulation platform for dynamic analysis, it evaluates the contribution of each factor to quality loss, providing a fresh perspective for quality control in engineering management. Furthermore, the study proposes a product structure optimization strategy based on this model, identifying key parameters through sensitivity analysis to offer scientific basis for performance optimization in engineering management practices. This research not only enriches the application of subject-based modeling and simulation in quality control but also provides an effective tool for quality improvement and structural optimization in practical production engineering management, holding significant theoretical and practical implications. Keywords: subject-based modeling and simulation; engineering management; product quality control; multi-agent modeling and simulation environment; structural optimization strategy.