Dunnan Liu

According to our database, Dunnan Liu authored at least 23 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

M2WLLM: Multi-modal multi-task ultra-short-term wind power prediction algorithm based on large language model.

Hang Fan, Mingxuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Weican Liu, Dunnan Liu

Inf. Fusion, 2026

2025

IDS-Net: A novel framework for few-shot photovoltaic power prediction with interpretable dynamic selection and feature information fusion.

Hang Fan, Weican Liu, Zuhan Zhang, Ying Lu, Wencai Run, Dunnan Liu

CoRR, July, 2025

EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion.

Hang Fan, Yunze Chai, Chenxi Liu, Weican Liu, Zuhan Zhang, Wencai Run, Dunnan Liu

CoRR, July, 2025

M2WLLM: Multi-Modal Multi-Task Ultra-Short-term Wind Power Prediction Algorithm Based on Large Language Model.

Hang Fan, Mingxuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Dunnan Liu

CoRR, June, 2025

2024

Two-Stage Stochastic Optimization for Low-Carbon Dispatch in a Combined Energy System.

Manling Hu, Manqi Xu, Dunnan Liu

CoRR, 2024

Building Carbon Portrait Construction Method Based on Load Characteristics.

Lu Zhang, Liyong Wang, Xianglong Li, Weixian Wang, Jie Zhuo, Dunnan Liu, Zhenyu Ma, Yi Yi, Yichi Zhang

Proceedings of the 2024 International Conference on Cloud Computing and Big Data, 2024

2023

Reliability Analysis of Dynamic Load-Sharing Systems With Constrained and Changing Component Performances.

Heping Jia, Liudong Xing, Yi Ding, Yanbin Li, Dunnan Liu

IEEE Trans. Syst. Man Cybern. Syst., September, 2023

2022

Reliability evaluation of demand-based warm standby systems with capacity storage.

Heping Jia, Rui Peng, Li Yang, Tianyi Wu, Dunnan Liu, Yanbin Li

Reliab. Eng. Syst. Saf., 2022

2021

Dynamic traffic classification algorithm and simulation of energy Internet of things based on machine learning.

Dunnan Liu, Xiaofeng Xu, Mingguang Liu, Yaling Liu

Neural Comput. Appl., 2021

Research on Cooperation Between Wind Farm and Electric Vehicle Aggregator Based on A3C Algorithm.

Yang Pan, Weiye Wang, Yanbin Li, Feng Zhang, Yanting Sun, Dunnan Liu

IEEE Access, 2021

Strategy of Large-Scale Electric Vehicles Absorbing Renewable Energy Abandoned Electricity Based on Master-Slave Game.

Dunnan Liu, Lingxiang Wang, Weiye Wang, Hua Li, Mingguang Liu, Xiaofeng Xu

IEEE Access, 2021

Dynamic Pricing Strategy of Electric Vehicle Aggregators Based on DDPG Reinforcement Learning Algorithm.

Dunnan Liu, Weiye Wang, Lingxiang Wang, Heping Jia, Mengshu Shi

IEEE Access, 2021

Joint Optimization of Quota Policy Design and Electric Market Behavior Based on Renewable Portfolio Standard in China.

Dunnan Liu, Weiye Wang, Hua Li, Mengshu Shi, Gang Chen, Zhonghua Xie, Qin Yue

IEEE Access, 2021

Optimal Energy Storage Allocation Strategy by Coordinating Electric Vehicles Participating in Auxiliary Service Market.

Dunnan Liu, Lingxiang Wang, Mingguang Liu, Heping Jia, Hua Li, Weiye Wang

IEEE Access, 2021

Research on Bidding Strategy of Thermal Power Companies in Electricity Market Based on Multi-Agent Deep Deterministic Policy Gradient.

Dunnan Liu, Yuan Gao, Weiye Wang, Zhixin Dong

IEEE Access, 2021

2020

Reliability evaluation of power systems with multi-state warm standby and multi-state performance sharing mechanism.

Heping Jia, Dunnan Liu, Yanbin Li, Yi Ding, Mingguang Liu, Rui Peng

Reliab. Eng. Syst. Saf., 2020

A Contrastive Study of Machine Learning on Energy Firm Value Prediction.

Chuqing Zhang, Han Zhang, Dunnan Liu

IEEE Access, 2020

Operating Reliability Evaluation of Power Systems With Demand-Side Resources Considering Cyber Malfunctions.

Heping Jia, Changzheng Shao, Dunnan Liu, Chanan Singh, Yi Ding, Yanbin Li

IEEE Access, 2020

Research on Operation Strategy of Power Market Subject under The Background of Global Energy Interconnection.

Dunnan Liu, Lingxiang Wang, Mingguang Liu, Mi Liu, Junhui Li, Haiming Zhou

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

2019

Models for economic benefit evaluation of investment project of electric power enterprise with triangular fuzzy information.

Dunnan Liu, Yugui Gu, Ruixing Yang, Guangyu Qin, Xiaotong Li, Jiangyan Liu, Yongquan Chen

J. Intell. Fuzzy Syst., 2019

Multi-stage generation and transmission coordinated planning method with a modified fireworks algorithm facing to energy internet.

Dunnan Liu, Shaojie Ouyang, Rui Ge, Mo Yang, Xiaochun Zhang, Fanghui Tan

Clust. Comput., 2019

2018

A Distributed Short-Term Load Forecasting Method Based on Local Weather Information.

Dunnan Liu, Long Zeng, Canbing Li, Kunlong Ma, Yujiao Chen, Yijia Cao

IEEE Syst. J., 2018

Cost management system of electric power engineering project based on project management theory.

Dunnan Liu, Xian Zhang, Chuncheng Gao, Mo Yang, Qi Li, Mu Li

J. Intell. Fuzzy Syst., 2018