Differential evolution-based convolutional neural networks: An automatic architecture design method for intrusion detection in industrial control systems JC Huang, GQ Zeng, GG Geng, J Weng, KD Lu, Y Zhang Computers & Security 132, 103310, 2023 | 3 | 2023 |
Representation-Learning-Based CNN for Intelligent Attack Localization and Recovery of Cyber-Physical Power Systems KD Lu, L Zhou, ZG Wu IEEE Transactions on Neural Networks and Learning Systems, 2023 | 4 | 2023 |
SOPA‐GA‐CNN: Synchronous optimisation of parameters and architectures by genetic algorithms with convolutional neural network blocks for securing Industrial Internet‐of‐Things JC Huang, GQ Zeng, GG Geng, J Weng, KD Lu IET Cyber‐Systems and Robotics 5 (1), e12085, 2023 | 2 | 2023 |
IFA-EO: An improved firefly algorithm hybridized with extremal optimization for continuous unconstrained optimization problems MR Chen, LQ Yang, GQ Zeng, KD Lu, YY Huang Soft Computing 27 (6), 2943-2964, 2023 | | 2023 |
Resilient Event-Triggered Load Frequency Control for Cyber-Physical Power Systems Under DoS Attacks KD Lu, ZG Wu IEEE Transactions on Power Systems, 2022 | 10 | 2022 |
Differential evolution-based three stage dynamic cyber-attack of cyber-physical power systems KD Lu, ZG Wu, T Huang IEEE/ASME Transactions on Mechatronics 28 (2), 1137-1148, 2022 | 21 | 2022 |
An Ensemble Learning-Based Cyber-Attacks Detection Method of Cyber-Physical Power Systems KD Lu, ZG Wu 2022 International Conference on Advanced Robotics and Mechatronics (ICARM …, 2022 | | 2022 |
Genetic algorithm-based cumulative sum method for jamming attack detection of cyber-physical power systems KD Lu, ZG Wu IEEE Transactions on Instrumentation and Measurement 71, 1-10, 2022 | 20 | 2022 |
Multi-objective false data injection attacks of cyber–physical power systems KD Lu, ZG Wu IEEE Transactions on Circuits and Systems II: Express Briefs 69 (9), 3924-3928, 2022 | 16 | 2022 |
Constrained-differential-evolution-based stealthy sparse cyber-attack and countermeasure in an AC smart grid KD Lu, ZG Wu IEEE Transactions on Industrial Informatics 18 (8), 5275-5285, 2021 | 28 | 2021 |
Adaptive constrained population extremal optimisation‐based robust proportional‐integral‐derivation frequency control method for an islanded microgrid KD Lu, GQ Zeng, W Zhou IET Cyber‐Systems and Robotics 3 (3), 210-227, 2021 | 10 | 2021 |
An improved bat algorithm hybridized with extremal optimization and Boltzmann selection MR Chen, YY Huang, GQ Zeng, KD Lu, LQ Yang Expert Systems with Applications 175, 114812, 2021 | 28 | 2021 |
Evolutionary deep belief network for cyber-attack detection in industrial automation and control system KD Lu, GQ Zeng, X Luo, J Weng, W Luo, Y Wu IEEE Transactions on Industrial Informatics 17 (11), 7618-7627, 2021 | 48 | 2021 |
An adaptive fractional-order BP neural network based on extremal optimization for handwritten digits recognition MR Chen, BP Chen, GQ Zeng, KD Lu, P Chu Neurocomputing 391, 260-272, 2020 | 58 | 2020 |
An adaptive resilient load frequency controller for smart grids with DoS attacks KD Lu, GQ Zeng, X Luo, J Weng, Y Zhang, M Li IEEE Transactions on Vehicular Technology 69 (5), 4689-4699, 2020 | 63 | 2020 |
Fractional-Order Predictive Functional Control of Industrial Processes with Partial Actuator Failures MY Li, KD Lu, YX Dai, GQ Zeng Complexity 2020, 1-26, 2020 | 5 | 2020 |
Constrained multi-objective population extremal optimization based economic-emission dispatch incorporating renewable energy resources MR Chen, GQ Zeng, KD Lu Renewable Energy 143, 277-294, 2019 | 83 | 2019 |
An Improved Firefly Algorithm Hybridized with Extremal optimization for Parameter Identification of Photovoltaic Models LQ Yang, MR Chen, YY Huang, KD Lu, GQ Zeng 2019 Chinese Automation Congress (CAC), 4459-4464, 2019 | | 2019 |
An electric load forecasting model based on bp neural network and improved bat algorithm hybridized with extremal optimization YY Huang, MR Chen, LQ Yang, KD Lu, GQ Zeng 2019 Chinese Automation Congress (CAC), 4673-4678, 2019 | 1 | 2019 |
EnLSTM-WPEO: Short-term traffic flow prediction by ensemble LSTM, NNCT weight integration, and population extremal optimization F Zhao, GQ Zeng, KD Lu IEEE Transactions on Vehicular Technology 69 (1), 101-113, 2019 | 111 | 2019 |