摘要
随着现代工业技术的快速发展，电气自动化控制系统在提高生产效率、降低能耗以及优化资源配置方面发挥着至关重要的作用。本研究旨在设计并实现一种高效、可靠的电气自动化控制系统，以满足复杂工业环境下的多样化需求。为此，研究采用了模块化设计理念，结合先进的传感器技术和数据处理算法，构建了一个集监测、控制与故障诊断于一体的综合系统。通过引入人工智能技术，系统能够实现对设备运行状态的实时分析和预测性维护，从而显著提升了系统的稳定性和智能化水平。实验结果表明，该系统在响应速度、控制精度及能源利用效率等方面均表现出优异性能，相较于传统控制系统具有明显优势。此外，本研究创新性地提出了一种自适应控制策略，可根据实际工况动态调整控制参数，进一步增强了系统的灵活性和适应性。总体而言，本研究不仅为电气自动化控制领域提供了新的技术方案，还为未来智能化工业发展奠定了坚实基础。
关键词：电气自动化控制系统；模块化设计；人工智能技术
Abstract
With the rapid development of modern industrial technology, electrical automation control systems play a crucial role in enhancing production efficiency, reducing energy consumption, and optimizing resource allocation. This study aims to design and implement an efficient and reliable electrical automation control system to meet the diverse requirements of complex industrial environments. To achieve this, a modular design concept was adopted, integrating advanced sensor technology and data processing algorithms to construct an integrated system that combines monitoring, control, and fault diagnosis. By incorporating artificial intelligence technology, the system is capable of real-time analysis and predictive maintenance of equipment operating conditions, significantly improving its stability and level of intelligence. Experimental results demonstrate that the system exhibits superior performance in terms of response speed, control accuracy, and energy utilization efficiency, showing distinct advantages over traditional control systems. Furthermore, this study innovatively proposes an adaptive control strategy that dynamically adjusts control parameters according to actual working conditions, further enhancing the system's flexibility and adaptability. Overall, this research not only provides a new technical solution for the field of electrical automation control but also lays a solid foundation for the future development of intelligent industries.
Keywords：Electrical Automation Control System; Modular Design; Artificial Intelligence Technology
目 录
摘要 I
Abstract II
一、绪论 1
(一) 电气自动化控制系统的研究背景 1
(二) 国内外研究现状综述 1
(三) 本文研究方法与技术路线 2
二、系统需求分析与总体设计 2
(一) 控制系统功能需求分析 2
(二) 系统架构设计原则 3
(三) 关键技术选型与比较 3
三、硬件电路设计与实现 4
(一) 主控单元选型与设计 4
(二) 传感器接口电路设计 5
(三) 电源管理模块设计 5
四、软件系统开发与实现 6
(一) 控制算法设计与优化 6
(二) 上位机监控系统开发 6
(三) 系统通信协议设计 7
结 论 8
参考文献 9
随着现代工业技术的快速发展，电气自动化控制系统在提高生产效率、降低能耗以及优化资源配置方面发挥着至关重要的作用。本研究旨在设计并实现一种高效、可靠的电气自动化控制系统，以满足复杂工业环境下的多样化需求。为此，研究采用了模块化设计理念，结合先进的传感器技术和数据处理算法，构建了一个集监测、控制与故障诊断于一体的综合系统。通过引入人工智能技术，系统能够实现对设备运行状态的实时分析和预测性维护，从而显著提升了系统的稳定性和智能化水平。实验结果表明，该系统在响应速度、控制精度及能源利用效率等方面均表现出优异性能，相较于传统控制系统具有明显优势。此外，本研究创新性地提出了一种自适应控制策略，可根据实际工况动态调整控制参数，进一步增强了系统的灵活性和适应性。总体而言，本研究不仅为电气自动化控制领域提供了新的技术方案，还为未来智能化工业发展奠定了坚实基础。
关键词：电气自动化控制系统；模块化设计；人工智能技术
Abstract
With the rapid development of modern industrial technology, electrical automation control systems play a crucial role in enhancing production efficiency, reducing energy consumption, and optimizing resource allocation. This study aims to design and implement an efficient and reliable electrical automation control system to meet the diverse requirements of complex industrial environments. To achieve this, a modular design concept was adopted, integrating advanced sensor technology and data processing algorithms to construct an integrated system that combines monitoring, control, and fault diagnosis. By incorporating artificial intelligence technology, the system is capable of real-time analysis and predictive maintenance of equipment operating conditions, significantly improving its stability and level of intelligence. Experimental results demonstrate that the system exhibits superior performance in terms of response speed, control accuracy, and energy utilization efficiency, showing distinct advantages over traditional control systems. Furthermore, this study innovatively proposes an adaptive control strategy that dynamically adjusts control parameters according to actual working conditions, further enhancing the system's flexibility and adaptability. Overall, this research not only provides a new technical solution for the field of electrical automation control but also lays a solid foundation for the future development of intelligent industries.
Keywords：Electrical Automation Control System; Modular Design; Artificial Intelligence Technology
目 录
摘要 I
Abstract II
一、绪论 1
(一) 电气自动化控制系统的研究背景 1
(二) 国内外研究现状综述 1
(三) 本文研究方法与技术路线 2
二、系统需求分析与总体设计 2
(一) 控制系统功能需求分析 2
(二) 系统架构设计原则 3
(三) 关键技术选型与比较 3
三、硬件电路设计与实现 4
(一) 主控单元选型与设计 4
(二) 传感器接口电路设计 5
(三) 电源管理模块设计 5
四、软件系统开发与实现 6
(一) 控制算法设计与优化 6
(二) 上位机监控系统开发 6
(三) 系统通信协议设计 7
结 论 8
参考文献 9
