Dunnan Liu

25 papers Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion.
Expert Syst. Appl.
Hang Fan, Yunze Chai, Chenxi Liu, Weican Liu, Zuhan Zhang, Wencai Run, Dunnan Liu
2026 J jnl
IDS-Net: A novel framework for few-shot photovoltaic power prediction with interpretable dynamic selection and feature information fusion.
Adv. Eng. Informatics
Hang Fan, Weican Liu, Zuhan Zhang, Ying Lu, Wencai Run, Dunnan Liu
2026 J jnl
M2WLLM: Multi-modal multi-task ultra-short-term wind power prediction algorithm based on large language model.
Inf. Fusion
Hang Fan, Mingxuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Weican Liu, Dunnan Liu
2025 J jnl
EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion.
CoRR
Hang Fan, Yunze Chai, Chenxi Liu, Weican Liu, Zuhan Zhang, Wencai Run, Dunnan Liu
2025 J jnl
IDS-Net: A novel framework for few-shot photovoltaic power prediction with interpretable dynamic selection and feature information fusion.
CoRR
Hang Fan, Weican Liu, Zuhan Zhang, Ying Lu, Wencai Run, Dunnan Liu
2025 J jnl
M2WLLM: Multi-Modal Multi-Task Ultra-Short-term Wind Power Prediction Algorithm Based on Large Language Model.
CoRR
Hang Fan, Mingxuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Dunnan Liu
2024 — conf
Building Carbon Portrait Construction Method Based on Load Characteristics.
ICCBD
Lu Zhang, Liyong Wang, Xianglong Li, Weixian Wang, Jie Zhuo, Dunnan Liu, Zhenyu Ma, Yi Yi, Yichi Zhang
2024 J jnl
Two-Stage Stochastic Optimization for Low-Carbon Dispatch in a Combined Energy System.
CoRR
Manling Hu, Manqi Xu, Dunnan Liu
2023 J jnl
Reliability Analysis of Dynamic Load-Sharing Systems With Constrained and Changing Component Performances.
IEEE Trans. Syst. Man Cybern. Syst.
Heping Jia, Liudong Xing, Yi Ding, Yanbin Li, Dunnan Liu
2022 J jnl
Reliability evaluation of demand-based warm standby systems with capacity storage.
Reliab. Eng. Syst. Saf.
Heping Jia, Rui Peng, Li Yang, Tianyi Wu, Dunnan Liu, Yanbin Li
2021 J jnl
Dynamic Pricing Strategy of Electric Vehicle Aggregators Based on DDPG Reinforcement Learning Algorithm.
IEEE Access
Dunnan Liu, Weiye Wang, Lingxiang Wang, Heping Jia, Mengshu Shi
2021 J jnl
Dynamic traffic classification algorithm and simulation of energy Internet of things based on machine learning.
Neural Comput. Appl.
Dunnan Liu, Xiaofeng Xu, Mingguang Liu, Yaling Liu
2021 J jnl
Joint Optimization of Quota Policy Design and Electric Market Behavior Based on Renewable Portfolio Standard in China.
IEEE Access
Dunnan Liu, Weiye Wang, Hua Li, Mengshu Shi, Gang Chen, Zhonghua Xie, Qin Yue
2021 J jnl
Optimal Energy Storage Allocation Strategy by Coordinating Electric Vehicles Participating in Auxiliary Service Market.
IEEE Access
Dunnan Liu, Lingxiang Wang, Mingguang Liu, Heping Jia, Hua Li, Weiye Wang
2021 J jnl
Research on Bidding Strategy of Thermal Power Companies in Electricity Market Based on Multi-Agent Deep Deterministic Policy Gradient.
IEEE Access
Dunnan Liu, Yuan Gao, Weiye Wang, Zhixin Dong
2021 J jnl
Research on Cooperation Between Wind Farm and Electric Vehicle Aggregator Based on A3C Algorithm.
IEEE Access
Yang Pan, Weiye Wang, Yanbin Li, Feng Zhang, Yanting Sun, Dunnan Liu
2021 J jnl
Strategy of Large-Scale Electric Vehicles Absorbing Renewable Energy Abandoned Electricity Based on Master-Slave Game.
IEEE Access
Dunnan Liu, Lingxiang Wang, Weiye Wang, Hua Li, Mingguang Liu, Xiaofeng Xu
2020 J jnl
A Contrastive Study of Machine Learning on Energy Firm Value Prediction.
IEEE Access
Chuqing Zhang, Han Zhang, Dunnan Liu
2020 J jnl
Operating Reliability Evaluation of Power Systems With Demand-Side Resources Considering Cyber Malfunctions.
IEEE Access
Heping Jia, Changzheng Shao, Dunnan Liu, Chanan Singh, Yi Ding, Yanbin Li
2020 J jnl
Reliability evaluation of power systems with multi-state warm standby and multi-state performance sharing mechanism.
Reliab. Eng. Syst. Saf.
Heping Jia, Dunnan Liu, Yanbin Li, Yi Ding, Mingguang Liu, Rui Peng
2020 — conf
Research on Operation Strategy of Power Market Subject under The Background of Global Energy Interconnection.
ICCCS
Dunnan Liu, Lingxiang Wang, Mingguang Liu, Mi Liu, Junhui Li, Haiming Zhou
2019 J jnl
Models for economic benefit evaluation of investment project of electric power enterprise with triangular fuzzy information.
J. Intell. Fuzzy Syst.
Dunnan Liu, Yugui Gu, Ruixing Yang, Guangyu Qin, Xiaotong Li, Jiangyan Liu, Yongquan Chen
2019 J jnl
Multi-stage generation and transmission coordinated planning method with a modified fireworks algorithm facing to energy internet.
Clust. Comput.
Dunnan Liu, Shaojie Ouyang, Rui Ge, Mo Yang, Xiaochun Zhang, Fanghui Tan
2018 J jnl
A Distributed Short-Term Load Forecasting Method Based on Local Weather Information.
IEEE Syst. J.
Dunnan Liu, Long Zeng, Canbing Li, Kunlong Ma, Yujiao Chen, Yijia Cao
2018 J jnl
Cost management system of electric power engineering project based on project management theory.
J. Intell. Fuzzy Syst.
Dunnan Liu, Xian Zhang, Chuncheng Gao, Mo Yang, Qi Li, Mu Li