中国电机工程学报2018，Vol.38Issue(1)：25-40,后插4,17.DOI:10.13334/j.0258-8013.pcsee.171856
信息–物理–社会融合的智慧能源调度机器人及其知识自动化:框架、技术与挑战
Cyber-physical-social Systems Based Smart Energy Robotic Dispatcher and Its Knowledge Automation: Framework, Techniques and Challenges
摘要
Abstract
This paper attempts on systematically developing the key theories of Energy 5.0 based on smart energy robot dispatcher RoboEC, in which the RoboECs based on cyber-physical-social systems (CPSS) and its knowledge automation technologies are thoroughly investigated. First, the ideal framework and engineering feasible framework systems of parallel CPSS facing to next generation of energy and electric power systems (EEPS) are constructed. In addition, novel high-precision mirrored computational experiment approaches are proposed based on data-driven and self-correction mechanisms, thus an optimal approximation from mirrored system to the real physical system can be achieved. Moreover, knowledge automation and parallel machine learning are comprehensively studied for centralized / decentralized dispatch of future EEPS, which can effectively achieve a knowledge self-exploration for RoboECs as well as significantly enhance their swarm intelligence. Besides, the convergence property between the coordinated parallel system and real system is discussed in depth, together with design of global closed-loop CPSS, so that a highly incorporated and systematic engineering design of energy, information and society can be realized. Lastly, a small-scale experiment project is proposed for testing the engineering feasibility of theoretical results with ambitious aims of China to make the substantial scientific progress from Energy 4.0 to Energy 5.0.关键词
信息-物理-社会融合系统/能源互联网/人工智能/智能控制/智慧能源/知识自动化/机器人Key words
cyber-physical-social systems/energy internet/artificial intelligence/intelligent control/smart energy/knowledge automation/robot分类
信息技术与安全科学引用本文复制引用
程乐峰,余涛,张孝顺,殷林飞,瞿凯平..信息–物理–社会融合的智慧能源调度机器人及其知识自动化:框架、技术与挑战[J].中国电机工程学报,2018,38(1):25-40,后插4,17.基金项目
国家自然科学基金项目(51777078,51177055) （51777078,51177055）
中国南方电网公司重点科技项目([2015] K1528B03). Supported by the National Science Foundation of China (51777078, 51177055) （[2015] K1528B03）
Key Science and Technology Projects of China Southern Power Grid (CSGTRC [2015] K1528B03). （CSGTRC [2015] K1528B03）
