4.8 Article

A Novel Real-Time Deterministic Scheduling Mechanism in Industrial Cyber-Physical Systems for Energy Internet

期刊

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
卷 18, 期 8, 页码 5670-5680

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TII.2021.3139357

关键词

Job shop scheduling; Optimal scheduling; Microgrids; Switches; Real-time systems; Data communication; Wireless sensor networks; Deterministic scheduling; greedy algorithm; industrial cyber-physical systems (CPS); microgrid systems; optimal scheduling

资金

  1. National Key Research and Development Program of China [2018YFB1702000]
  2. National Natural Science Foundation of China [61871107]
  3. Japan Society for the Promotion of Science (JSPS) [JP18K18044, JP21K17736, TII-21-3709]

向作者/读者索取更多资源

This article proposes a real-time deterministic scheduling scheme for slot scheduling and data transmission (SSDT) in microgrids. The scheme utilizes two heuristic algorithms to achieve multi-channel time slot allocation, resulting in significant advantages compared to traditional schemes.
As an effective distributed renewable energy utilization paradigm, a microgrid is expected to realize the high integration of the industrial cyber-physical systems (CPS), which has attracted extensive attention from academia and industry. However, the real-time interaction and feedback loop between physical systems and cyber systems have posed severe challenges to the reliability, determinacy, and energy efficiency of the multiway flow of information and communication transmission. In order to solve the problem of slot scheduling and data transmission (SSDT) in the microgrid, a novel real-time deterministic scheduling (RTDS) scheme for industrial CPS is proposed in this article. First, the SSDT is formulated as a multiway flow scheduling problem, and it is theoretically proved that the SSDT problem is NP-hard. Then, the RTDS scheme designs two heuristic algorithms: scheduling request preprocessing and greedy-based multichannel time slot allocation for an optimal scheduling solution. Practical experimental results demonstrate that the proposed RTDS scheme has significant advantages in packet loss rate, deadline guarantee rate, and energy consumption compared with the traditional schemes, and thus, is more suitable for deployment in microgrid systems.

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