摘 要
本文论述了人工智能技术在智能制造行业的应用。智能制造是指利用数字化、网络化和智能化手段实现制造业生产过程全流程的智能化，并提高生产流程的灵活性、智能化程度和适应性，从而提升生产效率和质量的新型制造方式。本文分析了人工智能技术在智能制造中生产调度优化、智能诊断维护以及自适应控制等方面的应用，展望了未来智能制造和工业互联网的深度融合、人工智能技术在智能制造中的自主决策和预测能力提升以及智能制造中的人-机协同和智能化制造环境的创新设计与实现。本文的研究成果为相关研究人员和企业提供参考和借鉴，进一步推动智能制造的发展和创新。
关键词：人工智能技术、智能制造、制造生产调度
Abstract
This paper discusses the application of artificial intelligence technology in the intelligent manufacturing industry. Intelligent manufacturing refers to the use of digital, network and intelligent means to realize the intelligence of the whole process of manufacturing production, and improve the flexibility, intelligence degree and adaptability of the production process, so as to improve the efficiency and production quality. This paper analyzes the artificial intelligence technology in intelligent manufacturing production scheduling optimization, intelligent diagnosis maintenance and the application of adaptive control, looking into the future intelligent manufacturing and the depth of the Internet fusion, artificial intelligence technology in intelligent manufacturing independent decision-making and prediction ability and intelligent manufacturing-machine coordination and intelligent manufacturing environment of innovative design and implementation. The research results of this paper provide reference and reference for relevant researchers and enterprises, and further promote the development and innovation of intelligent manufacturing.
Keyword: Artificial intelligence technology、Intelligent manufacturing、Manufacturing and production scheduling
目 录
1引言 1
2相关理论研究 2
2.1 智能制造概述 2
2.2 人工智能技术概述 2
3人工智能技术在智能制造中的应用 3
3.1 智能制造的生产调度优化 3
3.2 智能制造的智能诊断维护 3
3.3 智能制造的自适应控制 4
4人工智能技术在智能制造中的未来展望 5
4.1 智能制造与工业互联网的深度融合 5
4.2 人工智能技术在智能制造中的自主决策和预测能力提升 5
4.3 智能制造中的人-机协同和智能化制造环境的创新设计与实现 6
5结论 7
参考文献 8
致谢 9
本文论述了人工智能技术在智能制造行业的应用。智能制造是指利用数字化、网络化和智能化手段实现制造业生产过程全流程的智能化，并提高生产流程的灵活性、智能化程度和适应性，从而提升生产效率和质量的新型制造方式。本文分析了人工智能技术在智能制造中生产调度优化、智能诊断维护以及自适应控制等方面的应用，展望了未来智能制造和工业互联网的深度融合、人工智能技术在智能制造中的自主决策和预测能力提升以及智能制造中的人-机协同和智能化制造环境的创新设计与实现。本文的研究成果为相关研究人员和企业提供参考和借鉴，进一步推动智能制造的发展和创新。
关键词：人工智能技术、智能制造、制造生产调度
Abstract
This paper discusses the application of artificial intelligence technology in the intelligent manufacturing industry. Intelligent manufacturing refers to the use of digital, network and intelligent means to realize the intelligence of the whole process of manufacturing production, and improve the flexibility, intelligence degree and adaptability of the production process, so as to improve the efficiency and production quality. This paper analyzes the artificial intelligence technology in intelligent manufacturing production scheduling optimization, intelligent diagnosis maintenance and the application of adaptive control, looking into the future intelligent manufacturing and the depth of the Internet fusion, artificial intelligence technology in intelligent manufacturing independent decision-making and prediction ability and intelligent manufacturing-machine coordination and intelligent manufacturing environment of innovative design and implementation. The research results of this paper provide reference and reference for relevant researchers and enterprises, and further promote the development and innovation of intelligent manufacturing.
Keyword: Artificial intelligence technology、Intelligent manufacturing、Manufacturing and production scheduling
目 录
1引言 1
2相关理论研究 2
2.1 智能制造概述 2
2.2 人工智能技术概述 2
3人工智能技术在智能制造中的应用 3
3.1 智能制造的生产调度优化 3
3.2 智能制造的智能诊断维护 3
3.3 智能制造的自适应控制 4
4人工智能技术在智能制造中的未来展望 5
4.1 智能制造与工业互联网的深度融合 5
4.2 人工智能技术在智能制造中的自主决策和预测能力提升 5
4.3 智能制造中的人-机协同和智能化制造环境的创新设计与实现 6
5结论 7
参考文献 8
致谢 9
