Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems | |
Wang, Fei-Yue4; Guo, Jianbo3; Bu, Guangquan2; Zhang, Jun Jason1 | |
刊名 | FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING |
2022-06-28 | |
页码 | 16 |
关键词 | Complex systems Human-machine knowledge automation Parallel systems Bulk power grid dispatch Artificial intelligence Internet of Minds (IoM) TP11 |
ISSN号 | 2095-9184 |
DOI | 10.1631/FITEE.2100418 |
通讯作者 | Zhang, Jun Jason(jun.zhang.ee@whu.edu.cn) |
英文摘要 | In this paper, we aim to illustrate the concept of mutually trustworthy human-machine knowledge automation (HM-KA) as the technical mechanism of hybrid augmented intelligence (HAI) based complex system cognition, management, and control (CMC). We describe the historical development of complex system science and analyze the limitations of human intelligence and machine intelligence. The need for using human-machine HAI in complex systems is then explained in detail. The concept of "mutually trustworthy HM-KA" mechanism is proposed to tackle the CMC challenge, and its technical procedure and pathway are demonstrated using an example of corrective control in bulk power grid dispatch. It is expected that the proposed mutually trustworthy HM-KA concept can provide a novel and canonical mechanism and benefit real-world practices of complex system CMC. |
资助项目 | National Key R&D Program of China[2018AAA0101504] ; Science and Technology Project of the State Grid Corporation of China |
WOS研究方向 | Computer Science ; Engineering |
语种 | 英语 |
出版者 | ZHEJIANG UNIV PRESS |
WOS记录号 | WOS:000817899100001 |
资助机构 | National Key R&D Program of China ; Science and Technology Project of the State Grid Corporation of China |
内容类型 | 期刊论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/49182] |
专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
通讯作者 | Zhang, Jun Jason |
作者单位 | 1.Wuhan Univ, Sch Elect Engn & Automat, Wuhan 430072, Peoples R China 2.China Elect Power Res Inst, Beijing 100192, Peoples R China 3.State Grid Cooperat China, Beijing 100031, Peoples R China 4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | Wang, Fei-Yue,Guo, Jianbo,Bu, Guangquan,et al. Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems[J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,2022:16. |
APA | Wang, Fei-Yue,Guo, Jianbo,Bu, Guangquan,&Zhang, Jun Jason.(2022).Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems.FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,16. |
MLA | Wang, Fei-Yue,et al."Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems".FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING (2022):16. |
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