Topic · Smart Grid and Power Systems
Most cited papers in Smart Grid and Power Systems
What are the most cited papers in Smart Grid and Power Systems?
The most cited paper in Smart Grid and Power Systems is "A review on the forecasting of wind speed and generated power" (Lei Ma, Luan Shiyan, Jiang Chuanwen et al., 2008), with 1,165 citations. Next come "Security Technology for Smart Grid Networks" (615) and "Review on the research and practice of deep learning and reinforcement learning in smart grids" (564).
Showing 50 of 101 papers. Every paper with more than 127 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | A review on the forecasting of wind speed and generated power Lei Ma, Luan Shiyan, Jiang Chuanwen et al. · Renewable and Sustainable Energy Reviews | 7 Mar 2008 | 1,165 |
| 2 | Security Technology for Smart Grid Networks Anthony R. Metke, Randy L. Ekl · IEEE Transactions on Smart Grid | 12 May 2010 | 615 |
| 3 | Review on the research and practice of deep learning and reinforcement learning in smart grids Dongxia Zhang, Xiaoqing Han, Chunyu Deng · CSEE Journal of Power and Energy Systems | 24 Sep 2018 | 564 |
| 4 | Deep belief network based deterministic and probabilistic wind speed forecasting approach Hai‐Kun Wang, G.B. Wang, Guangbo Li et al. · Applied Energy | 26 Aug 2016 | 496 |
| 5 | Power System Static-State Estimation, Part II: Approximate Model Fred C. Schweppe, Douglas B. Rom · IEEE Transactions on Power Apparatus and Systems | 1970 | 467 |
| 6 | Short-Term Load Forecasting: Similar Day-Based Wavelet Neural Networks Ying Chen, Peter B. Luh, Che Guan et al. · IEEE Transactions on Power Systems | Dec 2009 | 449 |
| 7 | Effective Load Carrying Capability of Generating Units L. L. Garver · IEEE Transactions on Power Apparatus and Systems | Aug 1966 | 397 |
| 8 | Short-Term Load Forecasting for Industrial Customers Based on TCN-LightGBM Yuanyuan Wang, Jun Chen, Xiaoqiao Chen et al. · IEEE Transactions on Power Systems | Oct 2020 | 382 |
| 9 | Intelligent Time-Adaptive Transient Stability Assessment System James J. Q. Yu, David John Hill, Albert Y. S. Lam et al. · IEEE Transactions on Power Systems | 23 May 2017 | 371 |
| 10 | Next-Generation Monitoring, Analysis, and Control for the Future Smart Control Center Pei Zhang, Fangxing Fran Li, Navin B. Bhatt · IEEE Transactions on Smart Grid | 29 Jul 2010 | 354 |
| 11 | Review on cyber-physical and cyber-security system in smart grid: Standards, protocols, constraints, and recommendations Mohammad Kamrul Hasan, A.K.M. Ahasan Habib, Zarina Shukur et al. · Journal of Network and Computer Applications | 5 Nov 2022 | 348 |
| 12 | Short-term wind speed prediction model based on GA-ANN improved by VMD Yagang Zhang, Guifang Pan, Bing Chen et al. · Renewable Energy | 16 Dec 2019 | 346 |
| 13 | Distributed generation: Semantic hype or the dawn of a new era? Hans-Björn Püttgen, P.R. MacGregor, Frank C. Lambert · IEEE Power and Energy Magazine | 2003 | 339 |
| 14 | Forecasting models for wind speed using wavelet, wavelet packet, time series and Artificial Neural Networks Hui Liu, Hong-qi Tian, Di-fu Pan et al. · Applied Energy | 16 Mar 2013 | 336 |
| 15 | Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network Hui Liu, Xiwei Mi, Yanfei Li · Energy Conversion and Management | 3 May 2018 | 330 |
| 16 | Technique for contingency monitoring and voltage collapse prediction Mahmoud Moghavvemi, F.M. Omar · IEE Proceedings - Generation Transmission and Distribution | 1998 | 319 |
| 17 | An energy-based method for location of power system oscillation source Lei Chen, Yong Min, Wei Hu · IEEE Transactions on Power Systems | 6 Sep 2012 | 316 |
| 18 | Fault Classification and Section Identification of an Advanced Series-Compensated Transmission Line Using Support Vector Machine P.K. Dash, Subhransu Ranjan Samantaray, Ganapati Panda · IEEE Transactions on Power Delivery | 2007 | 314 |
| 19 | The Adaptive Reliability Control System Tomas Dy Liacco · IEEE Transactions on Power Apparatus and Systems | May 1967 | 308 |
| 20 | One-hour-ahead load forecasting using neural network Tomonobu Shah Senjyu, Hitoshi Takara, Katumi Uezato et al. · IEEE Transactions on Power Systems | 2002 | 304 |
| 21 | Review on deep learning applications in frequency analysis and control of modern power system Yi Zhang, Xiaohan Shi, Hengxu Zhang et al. · International Journal of Electrical Power & Energy Systems | 6 Nov 2021 | 297 |
| 22 | Random vector functional link network for short-term electricity load demand forecasting Ye Ren, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth et al. · Information Sciences | 6 Jan 2016 | 296 |
| 23 | The Wide World of Wide-area Measurement Arun G. PHADKE, Hector A. R. Volskis, Rui Menezes de Moraes et al. · IEEE Power and Energy Magazine | Sep 2008 | 294 |
| 24 | A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security Lingling Lv, Zongyu Wu, Jinhua Zhang et al. · IEEE Transactions on Industrial Informatics | 24 Nov 2021 | 287 |
| 25 | Wind speed and power forecasting based on spatial correlation models Minas C. Alexiadis, Petros S. Dokopoulos, H. S. Sahsamanoglou · IEEE Transactions on Energy Conversion | 1999 | 284 |
| 26 | Wind Power Short-Term Prediction Based on LSTM and Discrete Wavelet Transform Yao Liu, Lin Guan, Chen Hou et al. · Applied Sciences | 15 Mar 2019 | 277 |
| 27 | A Novel Hybrid Short-Term Load Forecasting Method of Smart Grid Using MLR and LSTM Neural Network Jian Li, Daiyu Deng, Junbo Zhao et al. · IEEE Transactions on Industrial Informatics | 5 Jun 2020 | 276 |
| 28 | One-Hour-Ahead Load Forecasting Using Neural Networks Tomonobu Shah Senjyu, Hitoshi Takara, Katumi Uezato et al. · IEEE Power Engineering Review | 2002 | 274 |
| 29 | A new feature selection and hybrid forecast engine for day-ahead price forecasting of electricity markets Abbas Rahimi Gollou, Noradin Ghadimi · Journal of Intelligent & Fuzzy Systems | 4 Mar 2017 | 267 |
| 30 | A generalization of Dijkstra's algorithm Donald E. Knuth · Information Processing Letters | Feb 1977 | 267 |
| 31 | XGBoost-Based Algorithm Interpretation and Application on Post-Fault Transient Stability Status Prediction of Power System Minghua Chen, Qunying Liu, Shuheng Chen et al. · IEEE Access | 2019 | 266 |
| 32 | Design and dynamic response characteristics of 400 MW adjustable speed pumped storage unit for Ohkawachi Power Station Takao Kuwabara, Akira Shibuya, H. Furuta et al. · IEEE Transactions on Energy Conversion | Jun 1996 | 266 |
| 33 | A hybrid statistical method to predict wind speed and wind power Hui Liu, Hong-qi Tian, Chao Chen et al. · Renewable Energy | 13 Feb 2010 | 263 |
| 34 | Effects of unbalanced voltage on the operation performance of a three-phase induction motor Ching-Yin Lee · IEEE Transactions on Energy Conversion | Jun 1999 | 257 |
| 35 | A review of electric load classification in smart grid environment Kaile Zhou, Shanlin Yang, Chao Shen · Renewable and Sustainable Energy Reviews | 10 Apr 2013 | 256 |
| 36 | Present situation and future prospect of hydropower in China Hailun Huang, Zheng Yan · Renewable and Sustainable Energy Reviews | 2 Oct 2008 | 255 |
| 37 | An Improved OPA Model and Blackout Risk Assessment Shengwei Mei, Fei He, Xuemin Zhang et al. · IEEE Transactions on Power Systems | 18 Apr 2009 | 254 |
| 38 | Ultra‐short‐term multi‐step wind power forecasting based on CNN‐LSTM Qianyu Wu, Fei Guan, Chen Lv et al. · IET Renewable Power Generation | 20 Jan 2021 | 241 |
| 39 | K-Means and Alternative Clustering Methods in Modern Power Systems Seyed Mahdi Miraftabzadeh, Cristian Giovanni Colombo, Michela Longo et al. · IEEE Access | 2023 | 240 |
| 40 | Power System Restoration - A Task Force Report M. M. Adibi, P. J. Clelland, L.H. Fink et al. · IEEE Transactions on Power Systems | 1987 | 237 |
| 41 | BiLSTM Multitask Learning-Based Combined Load Forecasting Considering the Loads Coupling Relationship for Multienergy System Yixiu Guo, Yong Li, Xuebo Qiao et al. · IEEE Transactions on Smart Grid | 10 May 2022 | 235 |
| 42 | Overview of IEC 61850 and Benefits Ralph E. Mackiewicz | 8 Sep 2006 | 234 |
| 43 | An investigation on the validity of power-direction method for harmonic source determination Wilsun Xu, Xian Liu, Yilu Liu · IEEE Transactions on Power Delivery | 2003 | 222 |
| 44 | Short-term wind speed forecasting based on fast ensemble empirical mode decomposition, phase space reconstruction, sample entropy and improved back-propagation neural network Wei Sun, Yuwei Wang · Energy Conversion and Management | Dec 2017 | 220 |
| 45 | Survey on Smart Grid Technology Jie Shen · Power System Technology | 2009 | 220 |
| 46 | Reviews on uncertainty analysis of wind power forecasting Jie Yan, Yongqian Liu, Shuang Han et al. · Renewable and Sustainable Energy Reviews | 27 Aug 2015 | 216 |
| 47 | Statistics and Analysis on Reliability of HVDC Power Transmission Systems of State Grid Corporation of China YU Xin-qiang · Power System Technology | 20 Jun 2009 | 212 |
| 48 | Direct Interval Forecast of Uncertain Wind Power Based on Recurrent Neural Networks Zhichao Shi, Hao Liang, Venkata Dinavahi · IEEE Transactions on Sustainable Energy | 16 Nov 2017 | 210 |
| 49 | A study on the theory of instantaneous reactive power Takeshi Furuhashi, S. Okuma, Y. Uchikawa · IEEE Transactions on Industrial Electronics | 1990 | 210 |
| 50 | Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid Kun Wang, Chenhan Xu, Yan Zhang et al. · IEEE Transactions on Big Data | 5 Jul 2017 | 203 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.