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MILP Models for Flexible Job Shop Scheduling with Spatial Constraints and Sequence Flexibility 会议论文
2024 IEEE 20th International Conference on Automation Science and Engineering, Bari,Italy, 2024年8月28
作者:  Han, Yunjun(韩云君);  Peng,Shaoming;  Shen, Zhen;  Tao,Zhikun;  Xiong, Gang
Adobe PDF(397Kb)  |  收藏  |  浏览/下载:42/10  |  提交时间:2024/06/11
面向多机器人协同搬运的路径规划与编队控制方法研究 学位论文
, 2024
作者:  蔡奇昂
Adobe PDF(6471Kb)  |  收藏  |  浏览/下载:42/0  |  提交时间:2024/06/03
多机器人系统  协同搬运  知识数据混合驱动  路径规划  编队控制  最优控制  
重大装备制造多机器人任务分配与运动规划技术研究综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 21-41
作者:  张振国;  毛建旭;  谭浩然;  王耀南;  张雪波;  江一鸣
Adobe PDF(16325Kb)  |  收藏  |  浏览/下载:59/13  |  提交时间:2024/04/12
重大装备制造  多机器人  任务分配  运动规划  
Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者:  Yijing Xie;  Yichen Zhang;  Wei-Jen Lee;  Zongli Lin;  Yacov A. Shamash
Adobe PDF(798Kb)  |  收藏  |  浏览/下载:121/54  |  提交时间:2024/01/23
Climate change  renewable energy resources  resilience  smart grids  virtual power plants (VPPs)  
Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者:  Oguzhan Dogru;  Junyao Xie;  Om Prakash;  Ranjith Chiplunkar;  Jansen Soesanto;  Hongtian Chen;  Kirubakaran Velswamy;  Fadi Ibrahim;  Biao Huang
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:63/21  |  提交时间:2024/01/23
Process control  process systems engineering  reinforcement learning  
Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
Adobe PDF(1841Kb)  |  收藏  |  浏览/下载:287/179  |  提交时间:2024/01/02
Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
ADMM-based joint rescheduling method for high-speed railway timetabling and platforming in case of uncertain perturbation ✩ 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2023, 卷号: 152, 页码: 27
作者:  Liu, Xuan;  Zhou, Min;  Dong, Hairong;  Wu, Xingtang;  Li, Yidong;  Wang, Fei-Yue
收藏  |  浏览/下载:85/0  |  提交时间:2023/11/17
Timetable rescheduling  Platforming  Uncertain perturbation  Model predictive control  Alternative direction method of multipliers  
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:  Aditya Joshi;  Skieler Capezza;  Ahmad Alhaji;  Mo-Yuen Chow
Adobe PDF(4919Kb)  |  收藏  |  浏览/下载:194/85  |  提交时间:2023/06/14
Consensus  energy management system (EMS)  reinforcement learning  supervised learning  
面向群智能算法的无人机集群协同智能决策技术研究 学位论文
, 2023
作者:  沈越
Adobe PDF(2475Kb)  |  收藏  |  浏览/下载:186/5  |  提交时间:2023/05/26
无人机集群  态势评估  协同目标分配  协同航迹规划  群智能算法  
A Novel Stackelberg-Game-Based Energy Storage Sharing Scheme Under Demand Charge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 462-473
作者:  Bingyun Li;  Qinmin Yang;  Innocent Kamwa
Adobe PDF(1751Kb)  |  收藏  |  浏览/下载:226/82  |  提交时间:2023/01/16
Bi-level optimization  demand charge  energy storage system (ESS) sharing  energy transaction  mathematical program with equilibrium constraints (MPEC)  stackelberg game