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Works (27)

Applying Large Language Models to Power Systems: Potential Security Threats

IEEE Transactions on Smart Grid
2024 | Journal article
Contributors: Jiaqi Ruan; Gaoqi Liang; Huan Zhao; Guolong Liu; Xianzhuo Sun; Jing Qiu; Zhao Xu; Fushuan Wen; Zhao Yang Dong
Source: check_circle
Crossref

Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method

IEEE Transactions on Smart Grid
2024 | Journal article
Contributors: Zifan Liu; Huan Zhao; Guolong Liu; Gaoqi Liang; Junhua Zhao; Jing Qiu
Source: check_circle
Crossref

Real-time industrial carbon emission estimation with deep learning-based device recognition and incomplete smart meter data

Engineering Applications of Artificial Intelligence
2024-01 | Journal article
Contributors: Jinjie Liu; Guolong Liu; Huan Zhao; Junhua Zhao; Jing Qiu; Zhao Yang Dong
Source: check_circle
Crossref

LFLLM: A Large Language Model for Load Forecasting

2024-01-08 | Preprint
Contributors: Guolong Liu; Yan Bai; Keen Wen; Xinlei Wang; Yanli Liu; Gaoqi Liang; Junhua Zhao; Zhao Yang Dong
Source: check_circle
Crossref

A non-intrusive carbon emission accounting method for industrial corporations from the perspective of modern power systems

Applied Energy
2023 | Journal article
Contributors: Yang, Chao; Liang, Gaoqi; Liu, Jinjie; Liu, Guolong; Yang, Hongming; Zhao, Junhua; Dong, Zhaoyang
Source: Self-asserted source
Guolong Liu

Real-time emission and cost estimation based on unit-level dynamic carbon emission factor

Energy Conversion and Economics
2023 | Journal article
Contributors: Liu, Jinjie; Zhao, Huan; Wang, Shuyi; Liu, Guolong; Zhao, Junhua; Dong, Zhao Yang
Source: Self-asserted source
Guolong Liu

EWELD: A Large-Scale Industrial and Commercial Load Dataset in Extreme Weather Events

Scientific Data
2023-09-11 | Journal article
Contributors: Guolong Liu; Jinjie Liu; Yan Bai; Chengwei Wang; Haosheng Wang; Huan Zhao; Gaoqi Liang; Junhua Zhao; Jing Qiu
Source: check_circle
Crossref

Fed-NILM: A federated learning-based non-intrusive load monitoring method for privacy-protection

Energy Conversion and Economics
2022 | Journal article
Contributors: Wang, Haijin; Si, Caomingzhe; Liu, Guolong; Zhao, Junhua; Wen, Fushuan; Xue, Yusheng
Source: Self-asserted source
Guolong Liu

Mobile battery energy storage system control with knowledge-assisted deep reinforcement learning

Energy Conversion and Economics
2022 | Journal article
Contributors: Zhao, Huan; Liu, Zifan; Mai, Xuan; Zhao, Junhua; Qiu, Jing; Liu, Guolong; Dong, Zhao Yang; Ghias, Amer MYM
Source: Self-asserted source
Guolong Liu

Real-time corporate carbon footprint estimation methodology based on appliance identification

IEEE Transactions on Industrial Informatics
2022 | Journal article
Contributors: Liu, Guolong; Liu, Jinjie; Zhao, Junhua; Qiu, Jing; Mao, Yiru; Wu, Zhanxin; Wen, Fushuan
Source: Self-asserted source
Guolong Liu
grade
Preferred source (of 2)‎

Short-Term Load Forecasting with Frequency Enhanced Decomposed Transformer

2022 IEEE 6th Conference on Energy Internet and Energy System Integration (EI2)
2022 | Conference paper
Contributors: Liu, Jinjie; Liu, Guolong; Ruan, Jiaqi; Wen, Keen; Yang, Chao; Zhao, Junhua
Source: Self-asserted source
Guolong Liu

Super-resolution perception for wind power forecasting by enhancing historical data

Frontiers in Energy Research
2022 | Journal article
Contributors: Liu, Guolong; Zhang, Shuwen; Zhao, Huan; Liu, Jinjie; Liang, Gaoqi; Zhao, Junhua; Sun, Guangzhong
Source: Self-asserted source
Guolong Liu

Time-varying price elasticity of demand estimation for demand-side smart dynamic pricing

Applied Energy
2022 | Journal article
Contributors: Ruan, Jiaqi; Liu, Guolong; Qiu, Jing; Liang, Gaoqi; Zhao, Junhua; He, Binghao; Wen, Fushuan
Source: Self-asserted source
Guolong Liu

A Temporal Convolutional Neural Network with Attention Mechanism for Industrial Non-Intrusive Load Monitoring

2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2)
2021 | Conference paper
Contributors: Liu, Guolong; Liang, Gaoqi; Zhao, Huan; Zhao, Junhua; Liu, Jinjie; Wu, Zhanxin
Source: Self-asserted source
Guolong Liu

Cooperative Wind Farm Control with Hybrid-Model-Based Deep Deterministic Policy Gradient and Model Selection

2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2)
2021 | Conference paper
Contributors: Zhao, Huan; Liang, Gaoqi; Liu, Guolong; Zhao, Junhua; Xu, Yan
Source: Self-asserted source
Guolong Liu

Electricity-consumption data reveals the economic impact and industry recovery during the pandemic

Scientific Reports
2021 | Journal article
Contributors: Wang, Xinlei; Si, Caomingzhe; Gu, Jinjin; Liu, Guolong; Liu, Wenxuan; Qiu, Jing; Zhao, Junhua
Source: Self-asserted source
Guolong Liu

Smart Meter Data Analytics in Smart Grids

2021 | Journal article
Contributors: LIU, Guolong
Source: Self-asserted source
Guolong Liu

A real-time estimation framework of carbon emissions in steel plants based on load identification

2020 International Conference on Smart Grids and Energy Systems (SGES)
2020 | Conference paper
Contributors: Liu, Guolong; Liu, Jinjie; Zhao, Junhua; Wen, Fushuan; Xue, Yusheng
Source: Self-asserted source
Guolong Liu

Super resolution perception for improving data completeness in smart grid state estimation

Engineering
2020 | Journal article
Contributors: Liang, Gaoqi; Liu, Guolong; Zhao, Junhua; Liu, Yanli; Gu, Jinjin; Sun, Guangzhong; Dong, Zhaoyang
Source: Self-asserted source
Guolong Liu

Super resolution perception for smart meter data

Information Sciences
2020 | Journal article
Contributors: Liu, Guolong; Gu, Jinjin; Zhao, Junhua; Wen, Fushuan; Liang, Gaoqi
Source: Self-asserted source
Guolong Liu
grade
Preferred source (of 2)‎

智能电网状态估计中用于提高数据完整性的超分辨率感知技术

Engineering
2020 | Journal article
Contributors: 梁高琪; 刘国龙; 赵俊华; 刘艳丽; 顾津锦; 孙广中; 董朝阳
Source: Self-asserted source
Guolong Liu

面向配用电侧负荷数据的深度端到端超分辨率感知方法

电力系统自动化
2020 | Journal article
Contributors: 刘国龙; 赵俊华; 文福拴; 毛一汝; 吴占昕; 薛禹胜
Source: Self-asserted source
Guolong Liu

The Economic Impacts of Household Level Smart Meter Manipulation Attack

2019 IEEE Power & Energy Society General Meeting (PESGM)
2019 | Conference paper
Contributors: Li, Chen; Liang, Gaoqi; Zhao, Junhua; Liu, Guolong; Sun, Guangzhong; Xu, Zhao
Source: Self-asserted source
Guolong Liu

Super-resolution perception for industrial sensor data

arXiv preprint arXiv:1809.06687
2018 | Journal article
Contributors: Gu, Jinjin; Chen, Haoyu; Liu, Guolong; Liang, Gaoqi; Wang, Xinlei; Zhao, Junhua
Source: Self-asserted source
Guolong Liu

采用长短期记忆深度学习模型的工业负荷短期预测方法

电力建设
2018 | Journal article
Contributors: 杨甲甲; 刘国龙; 赵俊华; 文福拴; 董朝阳
Source: Self-asserted source
Guolong Liu

A hybrid method for bilingual text sentiment classification based on deep learning

2016 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
2016 | Conference paper
Contributors: Liu, Guolong; Xu, Xiaofei; Deng, Bailong; Chen, Siding; Li, Li
Source: Self-asserted source
Guolong Liu

An improved latent dirichlet allocation model for hot topic extraction

2014 IEEE Fourth International Conference on Big Data and Cloud Computing
2014 | Conference paper
Contributors: Liu, Guolong; Xu, Xiaofei; Zhu, Ying; Li, Li
Source: Self-asserted source
Guolong Liu

Peer review (7 reviews for 4 publications/grants)

Review activity for Engineering applications of artificial intelligence. (1)
Review activity for International journal of electrical power & energy systems. (3)
Review activity for iScience. (1)
Review activity for Reliability engineering & systems safety. (2)