中国电机工程学报2024，Vol.44Issue(2)：547-560,中插9,15.DOI:10.13334/j.0258-8013.pcsee.222413
基于数字孪生与元宇宙技术的能源互联网态势感知系统论方法研究(一):概念、挑战与研究框架
System Theory Study on Situation Awareness of Energy Internet of Things Based on Digital Twins and Metaverse(I):Concept,Challenge,and Framework
摘要
Abstract
Situation awareness(SA)is of critical importance to decision-making in energy internet of thing(EIoT).However,daily growth of complexity and uncertainty in EIoT,which may be caused by increasing size,diversity,initiative,and coupling of its members,together with the variable environment,challenges the SA task.Some complexity-derived problems go beyond classical reductionism.Therefore,a systematic means of cognition is urgently needed.Our work,tying together data,data science,real systems with domain-special applications,provides a digital twin of EIoT(EIoT-DT)enabling a novel data-driven SA paradigm,which is called DT-SA.DT-SA addresses various connected virtual entities(VEs)in the digital space,with an emphasis on their modeling,analysis,and recognition.Besides,we study metaverse to enhance the connection among VEs,as well as their corresponding scientific issues.This research has a leading effect in the field of both energy system and data science,and may be of benefit to enterprise digitization,digital city,etc.关键词
态势感知/不确定性/能源互联网/复杂系统/数字孪生/大数据分析/元宇宙Key words
situation awareness/uncertainty/energy internet of thing/complex system/digital twin/big data analytics/metaverse分类
信息技术与安全科学引用本文复制引用
贺兴,陈旻昱,唐跃中,艾芊,张东霞..基于数字孪生与元宇宙技术的能源互联网态势感知系统论方法研究(一):概念、挑战与研究框架[J].中国电机工程学报,2024,44(2):547-560,中插9,15.基金项目
国家自然科学基金项目(52277111) （52277111）
上海市"科技创新行动计划"科技支撑碳达峰碳中和专项项目(21DZ1208300). Project Supported by National Natural Science Foundation of China(52277111) （21DZ1208300）
Shanghai"Science and Technology Innovation Action Plan"Science and Technology Support Carbon Peak and Carbon Neutrality Special Project(21DZ1208300). （21DZ1208300）
