Le Xie

12.0k citations

288 papers · 8.6k indexed · 3 hit papers · h-index 50

Impact in

Control and Systems Engineering top 0.1%
- Smart Grid Security and Resilience
- Microgrid Control and Optimization
Electrical and Electronic Engineering top 0.5%
- Smart Grid Energy Management
- Electric Power System Optimization
- Optimal Power Flow Distribution
- Energy Load and Power Forecasting
- Power System Optimization and Stability
- Electric Vehicles and Infrastructure

Papers in

Control and Systems Engineering 106
- Microgrid Control and Optimization 50
- Smart Grid Security and Resilience 46
Electrical and Electronic Engineering 229
- Smart Grid Energy Management 94
- Electric Power System Optimization 78
- Optimal Power Flow Distribution 73
- Power System Optimization and Stability 59
- Energy Load and Power Forecasting 41

Co-authors: Marija Ilić Yilin Mo Bruno Sinopoli Anupam A. Thatte Haiwang Zhong Yingzhong Gu P. R. Kumar Dae‐Hyun Choi
Journals: IEEE Transactions on Power Systems (27 papers)IEEE Transactions on Smart Grid (20 papers)Journal of Modern Power Systems and Clean Energy (6 papers)IEEE Open Access Journal of Power and Energy (5 papers)Applied Energy (4 papers)
Partner nations: United States China Netherlands

In The Last Decade

Le Xie

272 papers receiving 8.3k citations

Hit Papers

align trajectories log scale

Resilience of renewable power systems under climate risks 2024 · 108 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 Resilience of renewable power systems under climate risks
2011 IEEE Transactions on Smart Grid
2010 Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment

Peers

Countries citing papers authored by Le Xie

Since Specialization

Citations

This map shows the geographic impact of Le Xie's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Le Xie with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Le Xie more than expected).

Fields of papers citing papers by Le Xie

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Le Xie. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Le Xie. The network helps show where Le Xie may publish in the future.

Co-authors

The 25 scholars most cited alongside Le Xie, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Le Xie Line = papers co-authored together Le Xie links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	A Review of Safe Reinforcement Learning Methods for Modern Power Systems Proceedings of the IEEE ·Tong Su, Tong Wu, Junbo Zhao, Anna Scaglione, Le Xie	2025	5
2	Open Power System Datasets and Open Simulation Engines: A Survey Toward Machine Learning Applications IEEE Open Access Journal of Power and Energy ·Ignacio Andres Aravena Solis, Chih‐Che Sun, Ranyu Shi, Subir Majumder, Weihang Yan, Jhi‐Young Joo, Le Xie, Jiyu Wang	2025	0
3	LLM-Based Adaptive Distribution Voltage Regulation Under Frequent Topology Changes: An In-Context MPC Framework IEEE Transactions on Smart Grid ·Amit Jena, Fei Ding, Jiyu Wang, Yiyun Yao, Le Xie	2025	2
4	Sustainable electrification in the era of AI Le Xie, Na Li, H. Vincent Poor	2024	0
5	Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems Proceedings of the AAAI Conference on Artificial Intelligence ·Amit Jena, Dileep Kalathil, Le Xie	2024	1
6	Data Science and Applications for Modern Power Systems Le Xie, Yang Weng, Ram Rajagopal	2023	1
7	Detection of Cyber Attacks in Grid-Tied PV Systems Using Dynamic Watermarking IEEE Transactions on Industry Applications ·Hasan Ibrahim, Jaewon Kim, Jorge Ramos-Ruiz, Woo-Hyun Ko, Tong Huang, Prasad Enjeti, P. R. Kumar, Le Xie	2023	14
8	Robust Dynamic Watermarking for Cyber-Physical Security of Inverter-Based Resources in Power Distribution Systems IEEE Transactions on Industrial Electronics ·Woo-Hyun Ko, Jorge Ramos-Ruiz, Tong Huang, Jaewon Kim, Hasan Ibrahim, Prasad Enjeti, P. R. Kumar, Le Xie	2023	12
9	Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality Patterns ·Le Xie, Tong Huang, Xiangtian Zheng, Yan Liu, Mengdi Wang, Vijay Vittal, P. R. Kumar, Srinivas Shakkottai, Yi Cui	2022	9
10	Transferable Deep Kernel Emulator for Probabilistic Load Margin Assessment With Topology Changes, Uncertain Renewable Generations and Loads IEEE Transactions on Power Systems ·Bendong Tan, Junbo Zhao, Le Xie	2022	4
11	Two-stage robust energy storage planning with probabilistic guarantees: A data-driven approach Applied Energy ·Chao Yan, Xinbo Geng, Zhaohong Bie, Le Xie	2022	23
12	Analyzing Extreme Events in Power Systems: An Open, Cross-Domain Data-Driven Approach IEEE Power and Energy Magazine ·Xiangtian Zheng, Dongqi Wu, Liam Watts, Efstratios N. Pistikopoulos, Le Xie	2022	3
13	On an Information and Control Architecture for Future Electric Energy Systems Proceedings of the IEEE ·Le Xie, Tong Huang, P. R. Kumar, Anupam A. Thatte, Sanjoy K. Mitter	2022	10
14	A Neural Lyapunov Approach to Transient Stability Assessment of Power Electronics-Interfaced Networked Microgrids IEEE Transactions on Smart Grid ·Tong Huang, Sicun Gao, Le Xie	2021	49
15	Generative Adversarial Networks-Based Synthetic PMU Data Creation for Improved Event Classification IEEE Open Access Journal of Power and Energy ·Xiangtian Zheng, Bin Wang, Dileep Kalathil, Le Xie	2021	24
16	A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the US Electricity Sector Joule ·Guangchun Ruan, Dongqi Wu, Xiangtian Zheng, Haiwang Zhong, Chongqing Kang, Munther A. Dahleh, S. Sivaranjani, Le Xie	2020	117
17	Power Electronics Intelligence at the Network Edge (PINE)—An Approach to Interface PV and Battery Energy Storage Systems at the Grid Edge IEEE Journal of Emerging and Selected Topics in Power Electronics ·Jorge Ramos-Ruiz, Bin Wang, Hung-Ming Chou, Prasad Enjeti, Le Xie	2020	13
18	Transformer fault diagnosis based on linear discriminant analysis and step-by-step machine learning Journal of ZheJiang University (Engineering Science) ·Le Xie, Xidan Heng, Yang Liu, Qilong Jiang, Dong Liu	2020	0
19	An Online Detection Framework for Cyber Attacks on Automatic Generation Control IEEE Transactions on Power Systems ·Tong Huang, Bharadwaj Satchidanandan, P. R. Kumar, Le Xie	2018	119
20	Economic Impact Assessment of Topology Data Attacks With Virtual Bids IEEE Transactions on Smart Grid ·Dae‐Hyun Choi, Le Xie	2016	23

About Le Xie

Le Xie is a scholar working on Control and Systems Engineering, Electrical and Electronic Engineering, Safety, Risk, Reliability and Quality, Automotive Engineering and General Energy, having authored 288 papers that have together received 8.6k indexed citations. Recurring topics across this work include Smart Grid Energy Management (94 papers), Electric Power System Optimization (78 papers), Optimal Power Flow Distribution (73 papers), Power System Optimization and Stability (59 papers), Microgrid Control and Optimization (50 papers), Smart Grid Security and Resilience (46 papers), Energy Load and Power Forecasting (41 papers) and Power System Reliability and Maintenance (26 papers). The work is most often cited by research in Control and Systems Engineering (3.7k citations), Electrical and Electronic Engineering (6.1k citations), Energy Engineering and Power Technology (308 citations), Computer Networks and Communications (1.4k citations) and Safety, Risk, Reliability and Quality (492 citations). Le Xie has collaborated with scholars based in United States, China and Netherlands. Frequent co-authors include Marija Ilić, Yilin Mo, Bruno Sinopoli, Anupam A. Thatte, Haiwang Zhong, Yingzhong Gu, P. R. Kumar, Dae‐Hyun Choi, Qing Xia and Xue Liu. Their work appears in journals such as IEEE Transactions on Power Systems, IEEE Transactions on Smart Grid, Journal of Modern Power Systems and Clean Energy, IEEE Open Access Journal of Power and Energy and Applied Energy.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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