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考虑N-1准则的配电网与分布式储能联合规划 Journal article
中国电机工程学报, 2020,Page: 1-15
Authors:  林哲;  胡泽春;  宋永华
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配电网规划  分布式储能  选址定容  联合规划  N-1 安全准则  
考虑市场力检验的多类机组中长期合约电量联合分解算法 Journal article
电力系统自动化, 2021,Volume: 45,Issue: 6,Page: 72-81
Authors:  吴天曈;  丁一;  尚楠;  包铭磊;  宋永华
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电力市场  合约电量分解  市场力  机组运行特性  
基于Levenberg-Marquardt算法的鞍结分岔点快速计算 Journal article
电网技术, 2021,Page: 1-7
Authors:  林立亨;  董树锋;  唐坤杰;  毛航银;  宋永华
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静态电压稳定裕度  Levenberg-marquardt算法  鞍结分岔点  负荷裕度  二分搜索  抛物线近似  
主动配电网中基于统一运行模型的电制氢(P2H)模块组合选型与优化规划 Journal article
中国电机工程学报, 2020,Page: 1-13
Authors:  李佳蓉;  林今;  邢学韬;  邱一苇;  宋永华;  邓占锋;  徐桂芝;  宋洁
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电制氢  统一运行模型  优化规划  组合选型  
基于无迹变换法的配电网电压稳定指标概率分析及应用 Journal article
中国电机工程学报, 2020,Volume: 40,Issue: S1,Page: 47-55
Authors:  徐一帆;  董树锋;  毛航银;  宋永华
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配电网  分布式电源  随机性  电压稳定指标  概率分析  无迹变换法  
电力系统浑沌现象初探 Journal article
电网技术, 1988,Issue: 4,Page: 40-45
Authors:  宋永华;  熊正美;  曾庆禹
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RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
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LiDAR iris for loop-closure detection Conference paper
IEEE International Conference on Intelligent Robots and Systems
Authors:  Wang,Ying;  Sun,Zezhou;  Xu,Cheng Zhong;  Sarma,Sanjay E.;  Yang,Jian;  Kong,Hui
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Frontier Detection and Reachability Analysis for Efficient 2D Graph-SLAM Based Active Exploration Conference paper
IEEE International Conference on Intelligent Robots and Systems
Authors:  Sun,Zezhou;  Wu,Banghe;  Xu,Cheng Zhong;  Sarma,Sanjay E.;  Yang,Jian;  Kong,Hui
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Mobicharger: Optimal scheduling for cooperative EV-to-EV dynamic wireless charging Conference paper
Proceedings - International Conference on Distributed Computing Systems
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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CD-guide: A reinforcement learning based dispatching and charging approach for electric taxicabs Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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CoOMO: Cost-efficient computation outsourcing with multi-site offloading for mobile-edge services Conference paper
Proceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020
Authors:  Meng,Tianhui;  Wu,Huaming;  Shang,Zhihao;  Zhao,Yubin;  Xu,Cheng Zhong
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Computation outsourcing  Mobile-edge computing  Multi-site offloading  Queueing networks  
LBNN: Perceiving the state changes of a core telecommunications network via linear bayesian neural network Conference paper
Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
Authors:  Lin,Yanying;  Ye,Kejiang;  Chen,Ming;  Deng,Naitian;  Wu,Tailin;  Xu,Cheng Zhong
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Linear Bayesian Neural Network  State Change Perception  Telecommunications Core Network  
HySync: Hybrid Federated Learning with Effective Synchronization Conference paper
Proceedings - 2020 IEEE 22nd International Conference on High Performance Computing and Communications, IEEE 18th International Conference on Smart City and IEEE 6th International Conference on Data Science and Systems, HPCC-SmartCity-DSS 2020
Authors:  Shi,Guomei;  Li,Li;  Wang,Jun;  Chen,Wenyan;  Ye,Kejiang;  Xu,Chengzhong
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Efficient scheduling  Federated learning  hybrid algorithm  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
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Internet of Vehicles (IoV).  Magnetic domains  Magnetic Sensing  Magnetic sensors  Monitoring  Perpendicular magnetic anisotropy  Roads  Sensors  Time-frequency analysis  Traffic Monitoring  Vehicle Type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
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Compressive sensing  Hamiltonian Monte Carlo  LASSO  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
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Fuzzy logic  Heuristic algorithms  input-to-state stability  Nonlinear dynamical systems  Optimal control  optimal control  Power system dynamics  robust actor-critic learning  Stability criteria  Uncertainty  unmodeled dynamics  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
AucSwap: A Vickrey auction modeled decentralized cross-blockchain asset transfer protocol Journal article
Journal of Systems Architecture, 2021,Volume: 117
Authors:  Liu,Weiwei;  Wu,Huaming;  Meng,Tianhui;  Wang,Rui;  Wang,Yang;  Xu,Cheng Zhong
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Asset swap  Blockchain  Cross-chain  Vickrey auction