精益制造起源于日本，是提高制造商竞争力的著名工具。精益制造的常用工具包括看板、心脏起搏器、价值流图、5s、准时制和拉动式制造。精益制造和丰田制造系统已成功应用于世界各地的工厂和供应链。精益制造系统不仅可以减少浪费和库存，还可以更迅速地响应客户需求。人工智能是近年来备受关注的一门学科。许多研究人员和实际开发人员正在努力将人工智能应用到我们的日常生活中，包括在工厂中。例如，已经建立了模糊规则来优化机器设置。仿生算法被用来解决生产排序和调度问题。机器学习技术用于检测可能的产品质量问题，并诊断机器的健康状况。
Artificial Intelligence and Lean Manufacturing
Lean manufacturing originated in Japan and is a well-known tool for improving manufacturers’ competitiveness. Prevalent tools for lean manufacturing include Kanban, Pacemaker, Value Stream Map, 5s, Just-in-Time and Pull Manufacturing. Lean Manufacturing and the Toyota Manufacturing System has been successfully applied to various factories and supply chains around the world. A lean manufacturing system can not only reduce wastes and inventory, but also respond to customer needs more immediately. Artificial intelligence is a subject that has attracted much attention recently. Many researchers and practical developers are working hard to apply artificial intelligence to our daily lives, including in factories. For example, fuzzy rules have been established to optimize machine settings. Bionic algorithms have been proposed to solve production sequencing and scheduling problems. Machine learning technologies are applied to detect possible product quality problems and diagnose the health of a machine.
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