智能感知在新型电力系统中的应用与发展综述

Review of the Application and Development of Intelligent Perception in the New Power System

  • 摘要: 面向高比例可再生能源并网、电力电子化和广域互联的新型电力系统,传统单参量、离散点监测难以满足毫秒级暂态响应、高精度量测与复杂电力装备智能诊断需求。电网状态获取正加速向多物理、多尺度、多模态、协同化的智能感知范式演进。围绕这一趋势,首先,系统梳理发电侧新能源装备、输变电主设备与配用电终端典型应用,总结新型磁敏材料、光纤传感、微机电系统(Micro-electro-mechanical Systems,MEMS)传感与自取能等关键技术,以及多参量集成与智能信号处理的最新进展;其次,从严苛环境适应性、成本功耗、海量数据传输处理、网络安全与标准化等方面归纳工程瓶颈,指出高可靠敏感材料与新机理传感器、微型化与超低功耗设计、多模态融合与边缘智能、产业生态构建是重点发展方向。研究可知,新型电力系统亟须规模化部署高可靠、微型化、自取能的智能传感终端,并与边缘计算等关键支撑技术协同,构建安全、高效的电力状态全景在线感知测量体系。

     

    Abstract: For the new power system with a high proportion of renewable energy grid connection,power electronicization and wide-area interconnection,traditional single-parameter and discrete point monitoring is difficult to meet the requirements of millisecond-level transient response,high-precision measurement and intelligent diagnosis of complex power equipment.The acquisition of power grid status is accelerating its evolution towards an intelligent perception paradigm that is multi-physical,multi-scale,multi-modal and collaborative.Centering on this trend,first of all,systematically sort out the typical applications of new energy equipment on the power generation side,main equipment of power transmission and transformation,and power distribution and consumption terminals,and summarize the key technologies such as new magnetic sensitive materials,optical fiber sensing,micro-electro-mechanical systems(MEMS)sensing and self-energy extraction.And the latest progress in multi-parameter integration and intelligent signal processing.Secondly,the engineering bottlenecks are summarized from aspects such as adaptability to harsh environments,cost and power consumption,massive data transmission and processing,network security and standardization.It is pointed out that high-reliability sensitive materials and new mechanism sensors,miniaturization and ultra-low power consumption design,multi-modal fusion and edge intelligence,and industrial ecosystem construction are the key development directions.Research shows that the new power system urgently needs to deploy highly reliable,miniaturized and self-powered intelligent sensing terminals on a large scale,and work in coordination with key supporting technologies such as edge computing to build a safe and efficient panoramic online perception and measurement system for power status.

     

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