综合能源系统智慧运维技术综述及展望

Review and Prospect of Intelligent Operation and Maintenance of Integrated Energy Systems

  • 摘要: 随着我国能源结构转型持续演进,能源革命持续深化,综合能源服务成为实现能效提升和绿色发展的有效途径,而智慧运维服务则是落实综合能源服务理念,达到安全、智慧、高效用能的重要实现手段。分析综合能源系统智慧运维(Intelligent operation and maintenance of integrated energy system,IES-IOM)的特点,从人工运维、自动化运维和智慧运维三个阶段阐述了其发展历程;基于IES-IOM的数据情况,提出智慧运维关键核心技术;构建IES-IOM服务业务体系,包括运维知识库建立、设备状态评估、设备状态预测、设备故障诊断和运维策略推荐;围绕商业楼宇、工业园区两大典型综合能源系统应用场景,分析智慧运维服务业务的应用效果。最后,提出IES-IOM面临的挑战,并展望未来发展方向,以期对深入理解和推动IES-IOM的发展提供理论支撑。

     

    Abstract: As China's energy structure continues to undergo transformation and the energy revolution deepens, integrated energy services have become an effective approach to enhancing energy efficiency and promoting green development. Intelligent operation and maintenance services are crucial means to implement the concept of integrated energy services, achieving safe, intelligent, and efficient energy use. The characteristics of intelligent operation and maintenance of integrated energy systems (IES-IOM) are analyzed, and its development process are elaborated through three stages: manual operation and maintenance, automated operation and maintenance, and intelligent operation and maintenance. Based on the data of IES-IOM, key core technologies for intelligent operation and maintenance are proposed. An IES-IOM service business system is constructed, including the establishment of operation and maintenance knowledge base, equipment condition assessment, equipment condition prediction, equipment fault diagnosis, and operation and maintenance strategy recommendation. By focusing on two typical scenarios of integrated energy systems, namely commercial buildings and industrial parks, the application effects of intelligent operation and maintenance service business are analyzed. Finally, the challenges faced by IES-IOM are addressed, and future development directions are proposed, aiming to provide theoretical support for a deeper understanding and promotion of IES-IOM development.

     

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