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所在平台: Udemy |
课程主页: https://www.udemy.com/course/smart-factory-industry-40/
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课程名称：AI与工业4.0时代的智能工厂建设 课程概述：从自动化到自主化 在经历了大约十二年的发展，工业4.0在全球制造业中的热潮逐渐减退，其原则、技术、市场驱动因素以及国家政策已经为人所熟知。智能工厂，作为工业4.0核心的智能化、互联的生产基地，已经被具体化为详细的分析和开发对象。现有的制造自动化旨在利用控制和信息系统来自动化和简化各种生产流程，以消除人工操作，减少人为错误，提高生产效率。制造系统应能够独立运行，无需直接的人为干预。这一过程需要运用人工智能、机器学习和自主机器人等先进技术，构建自主的生产系统，从而实现更高的生产速度、改善的产品质量以及更好的客户满意度。 经过三年疫情的波折，分析师预测智能工厂在未来将迎来更加强劲的增长，并为全球经济增长做出贡献。根据Markets and Markets于2023年1月的研究，预计到2026年，工业4.0市场规模将从2022年的739亿美元增长至1656亿美元，年均增长率为20.6%。在这一预测的核心是智能工厂，它将以更低的成本生产更多的商品和服务，成为这些收益的来源。制造商预测，到了2030年，智能工厂将推动1380亿美元的市场增长。 无论人们是否相信这类报告所描述的巨大利益是可以实现的，智能工厂在全球制造业中的增长趋势则是一个值得重视的现实。
From Automation to AutonomyAbout twelve years after entering the global manufacturing sector's consciousness, Industry 4.0 seems to have lost much of its novelty. Its principles, technologies, market drivers, and national government policies have become known quantities. Smart factories, the intelligent, hyper-connected production plants at the centre of Industry 4.0, have been translated into detailed analysis and development objects. Our existing manufacturing automation refers to using control and information systems to automate and streamline various production processes, eliminate manual processes, reduce human error and increase productivity. Manufacturing systems are supposed to operate independently, without the need for direct human control. This will involve using advanced technologies such as artificial intelligence, machine learning and autonomous robots to create autonomous production systems that can operate without human intervention, leading to higher production speeds, improved quality and better customer satisfaction.After three years of a tumbling journey throughout COVID, analysts predict even more robust future growth for smart factories and their contributions to global economic growth. The study by Markets and Markets (Jan 2023) claims that within the next five years, the Industry 4.0 market size will project to reach USD 165.6 billion by 2026 from USD 73.9 billion in 2022 at a GAGR of 20.6%. At the centre of such forecast lies the Smart Factory, which will produce more goods and services at lower costs as the source of these gains. Manufacturers predict that by 2030, smart factories will drive a USD138 billion market.Whether one believes that the oversized benefits these and other reports describe are achievable, smart factories' global growth across manufacturing is a real trend, one worth another look.
