Journal of Shanghai Jiao Tong University ›› 2026, Vol. 60 ›› Issue (4): 652-663.doi: 10.16183/j.cnki.jsjtu.2024.231
• New Type Power System and the Integrated Energy • Previous Articles Next Articles
CAI Tiantian1, CAI Zexiang2(
), LI Junye1, QU Jing2, LI Xiaohua2, ZHENG Junjie2
Received:2024-06-17
Revised:2024-07-19
Accepted:2024-09-30
Online:2026-04-28
Published:2026-04-29
Contact:
CAI Zexiang
E-mail:epzxcai@scut.edu.cn
CLC Number:
CAI Tiantian, CAI Zexiang, LI Junye, QU Jing, LI Xiaohua, ZHENG Junjie. Models and Methods of Cloud-Native Based New Digital Energy Terminal for Power Systems[J]. Journal of Shanghai Jiao Tong University, 2026, 60(4): 652-663.
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URL: https://xuebao.sjtu.edu.cn/EN/10.16183/j.cnki.jsjtu.2024.231
| [1] | 宋祺鹏, 杨红磊, 李浙, 等. 面向配电物联网的配电终端一体化建模[J]. 现代电力, 2024, 41(1): 1-9. |
| SONG Qipeng, YANG Honglei, LI Zhe, et al. Integrated modeling of distribution terminals for distribution internet of things[J]. Modern Electric Power, 2024, 41(1): 1-9. | |
| [2] | 陈元榉, 蔡泽祥, 岑伯维, 等. 考虑任务耦合的配电网边缘计算终端部署与任务分配方法[J]. 电力系统自动化, 2022, 46(22): 32-40. |
| CHEN Yuanju, CAI Zexiang, CEN Bowei, et al. Deployment and task allocation method of edge computing terminals in distribution network considering task coupling[J]. Automation of Electric Power Systems, 2022, 46(22): 32-40. | |
| [3] | 张冀川, 陈蕾, 张明宇, 等. 配电物联网智能终端的概念及应用[J]. 高电压技术, 2019, 45(6): 1729-1736. |
| ZHANG Jichuan, CHEN Lei, ZHANG Mingyu, et al. Conception and application of smart terminal for distribution internet of things[J]. High Voltage Engineering, 2019, 45(6): 1729-1736. | |
| [4] | 承林, 王海宁, 高春成. 微服务在电力交易系统中的应用研究[J]. 电网技术, 2018, 42(2): 441-446. |
| CHENG Lin, WANG Haining, GAO Chuncheng. Research on application of micro service in power transaction system[J]. Power System Technology, 2018, 42(2): 441-446. | |
| [5] | 聂峥, 章坚民, 傅华渭. 配变终端边缘节点化及容器化的关键技术和应用场景设计[J]. 电力系统自动化, 2020, 44(3): 154-161. |
| NIE Zheng, ZHANG Jianmin, FU Huawei. Key technologies and application scenario design for making distribution transformer terminal unit being a containerized edge node[J]. Automation of Electric Power Systems, 2020, 44(3): 154-161. | |
| [6] |
ZHOU H, ZHANG Z Y, LI D W, et al. Joint optimization of computing offloading and service caching in edge computing-based smart grid[J]. IEEE Transactions on Cloud Computing, 2023, 11(2): 1122-1132.
doi: 10.1109/TCC.2022.3163750 URL |
| [7] |
WANG Y M, ZHAO C, YANG S S, et al. MPCSM: Microservice placement for edge-cloud collaborative smart manufacturing[J]. IEEE Transactions on Industrial Informatics, 2021, 17(9): 5898-5908.
doi: 10.1109/TII.2020.3036406 URL |
| [8] | 岑伯维, 蔡泽祥, 胡凯强, 等. 电力物联网边缘计算终端业务时序逻辑与计算负荷建模方法[J]. 电力系统自动化, 2021, 45(9): 107-114. |
| CEN Bowei, CAI Zexiang, HU Kaiqiang, et al. Modeling method for bussiness sequential logic and workload of edge computing terminal in electric internet of things[J]. Automation of Electric Power Systems, 2021, 45(9): 107-114. | |
| [9] | 孙宇嫣, 蔡泽祥, 马国龙, 等. 电力物联网云主站计算负荷模型与资源优化配置[J]. 电力自动化设备, 2021, 41(4): 177-183. |
| SUN Yuyan, CAI Zexiang, MA Guolong, et al. Workload model and optimal resource allocation of cloud master station in power internet of things[J]. Electric Power Automation Equipment, 2021, 41(4): 177-183. | |
| [10] | 郑竣杰, 岑伯维, 蔡泽祥, 等. 基于EdgeCloudSim的配电边缘计算终端建模与性能分析[J]. 电力系统自动化, 2022, 46(23): 51-58. |
| ZHENG Junjie, CEN Bowei, CAI Zexiang, et al. EdgeCloudSim-based modeling and performance analysis of edge computing terminals in distribution network[J]. Automation of Electric Power Systems, 2022, 46(23): 51-58. | |
| [11] | 朱国防, 陆于平. 基于RPR的变电站通信系统传输时延上界计算[J]. 中国电机工程学报, 2010, 30(7): 77-84. |
| ZHU Guofang, LU Yuping. Delay supremum calculus for digital substation process bus based on RPR[J]. Proceedings of the CSEE, 2010, 30(7): 77-84. | |
| [12] | 孟广雨, 于洁潇, 杨挺. 基于随机网络演算的分布式能源调控系统时延上界计算[J]. 电工技术学报, 2020, 35(11): 2360-2371. |
| MENG Guangyu, YU Jiexiao, YANG Ting. Upper bound calculation of delay of distributed energy resource coordinated-control system based on stochastic network calculus[J]. Transactions of China Electrotechnical Society, 2020, 35(11): 2360-2371. | |
| [13] | 薛禹胜, 李满礼, 罗剑波, 等. 基于关联特性矩阵的电网信息物理系统耦合建模方法[J]. 电力系统自动化, 2018, 42(2): 11-19. |
| XUE Yusheng, LI Manli, LUO Jianbo, et al. Modeling method for coupling relations in cyber physical power systems based on correlation characteristic matrix[J]. Automation of Electric Power Systems, 2018, 42(2): 11-19. | |
| [14] |
ZHANG Y X, CAI Z X, LI X H, et al. Analytical modeling of traffic flow in the substation communication network[J]. IEEE Transactions on Power Delivery, 2015, 30(5): 2119-2127.
doi: 10.1109/TPWRD.2014.2377475 URL |
| [15] | 杜宗鹏, 李志强, 陆璐. 算力网络四面三级算力度量技术体系[J]. 中兴通讯技术, 2023, 29(4): 8-13. |
| DU Zongpeng, LI Zhiqiang, LU Lu. Three-level and four-aspect computing measurement system in computing force network[J]. ZTE Technology Journal, 2023, 29(4): 8-13. | |
| [16] |
张宏科, 于成晓, 权伟, 等. 融算网络体系基础研究[J]. 电子学报, 2022, 50(12): 2928-2934.
doi: 10.12263/DZXB.20221140 |
|
ZHANG Hongke, YU Chengxiao, QUAN Wei, et al. Fundamental research on computing integration networking[J]. Acta Electronica Sinica, 2022, 50(12): 2928-2934.
doi: 10.12263/DZXB.20221140 |
|
| [17] | 屈径, 刘文泽, 蔡泽祥, 等. 配电物联网云边协同系统计算资源双目标优化配置方法[J]. 电力自动化设备, 2024, 44(5): 112-119. |
| QU Jing, LIU Wenze, CAI Zexiang, et al. Dual-objective optimal configuration method for computing resources of cloud-edge collaborative system in power distribution internet of things[J]. Electric Power Automation Equipment, 2024, 44(5): 112-119. | |
| [18] | 胡峰, 王文轩, 顾红. V2X异构车载网络下智能任务卸载策略研究[J]. 控制与决策, 2022, 37(11): 3003-3011. |
| HU Feng, WANG Wenxuan, GU Hong. Intelligent task offloading strategy in V2X heterogeneous vehicular networks[J]. Control & Decision, 2022, 37(11): 3003-3011. | |
| [19] | 陈星延, 张雪松, 谢志龙, 等. 面向“云-边-端” 算力系统的计算和传输联合优化方法[J]. 计算机研究与发展, 2023, 60(4): 719-734. |
| CHEN Xingyan, ZHANG Xuesong, XIE Zhilong, et al. A computing and transmission integrated optimization method for cloud-edge-end computing first system[J]. Journal of Computer Research & Development, 2023, 60(4): 719-734. | |
| [20] |
ZHANG H Q, XIAO Y, BU S R, et al. Computing resource allocation in three-tier IoT fog networks: A joint optimization approach combining Stackelberg game and matching[J]. IEEE Internet of Things Journal, 2017, 4(5): 1204-1215.
doi: 10.1109/JIOT.2017.2688925 URL |
| [21] |
HU S H, LI G H. Dynamic request scheduling optimization in mobile edge computing for IoT applications[J]. IEEE Internet of Things Journal, 2020, 7(2): 1426-1437.
doi: 10.1109/JIoT.6488907 URL |
| [22] |
CHEN X, JIAO L, LI W Z, et al. Efficient multi-user computation offloading for mobile-edge cloud computing[J]. IEEE/ACM Transactions on Networking, 2016, 24(5): 2795-2808.
doi: 10.1109/TNET.2015.2487344 URL |
| [23] |
TIAN B X, WANG L, LI L, et al. Collaborative computation offloading for photovoltaic power prediction in energy Internet: A similarity-aware stable matching approach[J]. IEEE Internet of Things Journal, 2023, 10(22): 19712-19724.
doi: 10.1109/JIOT.2023.3283269 URL |
| [24] | 邓芳明, 单运, 解忠鑫, 等. 基于博弈论和强化学习的无人机电力巡检卸载策略[J]. 电网技术, 2021, 45(9): 3649-3657. |
| DENG Fangming, SHAN Yun, XIE Zhongxin, et al. Power inspection and unloading strategy of UAV based on game theory and reinforcement learning[J]. Power System Technology, 2021, 45(9): 3649-3657. | |
| [25] |
徐思雅, 邢逸斐, 郭少勇, 等. 基于深度强化学习的能源互联网智能巡检任务分配机制[J]. 通信学报, 2021, 42(5): 191-204.
doi: 10.11959/j.issn.1000-436x.2021071 |
|
XU Siya, XING Yifei, GUO Shaoyong, et al. Deep reinforcement learning based task allocation mechanism for intelligent inspection in energy Internet[J]. Journal on Communications, 2021, 42(5): 191-204.
doi: 10.11959/j.issn.1000-436x.2021071 |
|
| [26] | 陈智雄, 杨家伟, 肖楠, 等. 基于无线携能传输和多级边缘卸载的空地协作巡检算法[J]. 电网技术, 2022, 46(10): 3961-3969. |
| CHEN Zhixiong, YANG Jiawei, XIAO Nan, et al. Air-ground cooperative inspection algorithm based on wireless power transfer and multi-level edge offloading[J]. Power System Technology, 2022, 46(10): 3961-3969. | |
| [27] | 胡蕾, 张玉艳, 张碧玲, 等. 基于平均场博弈的电动汽车计算卸载及能源管理联合策略[J]. 电力系统自动化, 2023, 47(7): 123-132. |
| HU Lei, ZHANG Yuyan, ZHANG Biling, et al. Joint strategy of computation offloading and energy management for electric vehicle based on mean field game[J]. Automation of Electric Power Systems, 2023, 47(7): 123-132. | |
| [28] |
SUN Z J, YANG H, LI C, et al. Cloud-edge collaboration in industrial internet of things: A joint offloading scheme based on resource prediction[J]. IEEE Internet of Things Journal, 2022, 9(18): 17014-17025.
doi: 10.1109/JIOT.2021.3137861 URL |
| [29] | QU G J, WU H M, LI R D, et al. DMRO: A deep meta reinforcement learning-based task offloading framework for edge-cloud computing[J]. IEEE Transactions on Network & Service Management, 2021, 18(3): 3448-3459. |
| [30] | 康重庆, 杜尔顺, 郭鸿业, 等. 新型电力系统的六要素分析[J]. 电网技术, 2023, 47(5): 1741-1750. |
| KANG Chongqing, DU Ershun, GUO Hongye, et al. Primary exploration of six essential factors in new power system[J]. Power System Technology, 2023, 47(5): 1741-1750. | |
| [31] | 孙毅, 陈恺, 陆旭. 面向需求响应的多边缘网关协同信息缓存与分发策略[J]. 中国电机工程学报, 2022, 42(14): 5045-5057. |
| SUN Yi, CHEN Kai, LU Xu. An information caching and distribution strategy of demand response service considering cooperation of edge gateways[J]. Proceedings of the CSEE, 2022, 42(14): 5045-5057. |
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