Renewable energy
Power system dynamics: Stability &Control
Nuclear power plant control
Wind energy conversion systems (WECs)
Artificial intelligence techniques
Machine learning
Deep learning
Internet of things (IoT)
Cybersecurity
Model predictive control
Decentralized control of large scale systems
Neural Networks and Fuzzy Logic
Robotic control
Autonomous vehicle control
Ph. D., Department of Electrical Engineering, Benha University (2014/9 to 2017/7)
M. Sc., Department of Electrical Engineering, Benha University (2011/9 to 2014/4)
B. Sc., Department of Electrical Engineering, Benha University (2006/9 to 2011/6)
Associate Professor, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Taiwan. 2022/8~
Assistant Professor, Industry 4.0 Implementation Center, Center for Cyber‐Physical System Innovation, National Taiwan University of Science and Technology, Taiwan. 2019/8~2022/7
Assistant Professor, Department of Electrical Engineering, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt. 2017/7~2019/7
1. Reliable industrial IoT architecture based on robust model predictive control and artificial intelligence, used to prevent automated guided vehicles from cyberattacks and data loss (Ministry of Science and Technology (MOST) of Taiwan, grant number: MOST 110-2222-E-011-013-), host, 2021/7~2022/6
2. Center for Cyber-Physical System Innovation, Taiwan, Project Assistant Professor, 2019/8~2022/7
3. CONTACT Elements for IoT platform, Germany Company, host, 2020/4~2022/7
4. Development of Real-time Cutting Chatter Monitoring System and IoT Platform for Smart CNC Machine (Ministry of Science and Technology (MOST) of Taiwan, grant number: MOST 110-2222-E-011-002-), Researcher, 2021/1~2021/12
＜期刊發表＞
[1] M. Elsisi*, “New design of adaptive model predictive control for energy conversion system with wind torque effect” Journal of Cleaner Production, vol. 240, pp. 1-8, 2019. (SCI)
[2] M. Elsisi*, N. Bazmohammadi, J. M. Guerrero, M. A. Ebrahim, “Energy Management of Controllable Loads in Multi-Area Power Systems with Wind Power Penetration based on New Supervisor Fuzzy Nonlinear Sliding Mode Control,” energy, 119867, 2021. (SCI)
[3] M. Elsisi*, M. Soliman, M. A. S. Aboelela, and W. Mansour, “Optimal design of model predictive control with superconducting magnetic energy storage for load frequency control of nonlinear hydrothermal power systemusing bat inspired algorithm,” Journal of Energy Storage, vol. 12, pp. 311318, 2017. (SCI)
[4] M. Elsisi * , M. Soliman, M. A. S. Aboelela, and W. Mansour, “Bat inspired algorithm based optimal design of model predictive load frequency control,” International Journal of Electrical Power & Energy Systems, vol. 83, pp. 426-433, 2016. (SCI)
[5] M. Elsisi , M. Q. Tran, K. Mahmoud, M. Lehtonen, M. M. F. Darwish*, “Robust Design of ANFIS Based Blade Pitch Controller for Wind Energy Conversion Systems Against Wind Speed Fluctuations,” IEEE Access, 2021. (SCI)
[6] M. Elsisi *, M. Soliman, M. A. S. Aboelela, and W. Mansour, “Model Predictive Control of Plug-in Hybrid Electric Vehicles for Frequency Regulation in a Smart Grid,” IET Generation, Transmission & Distribution, vol. 11, no. 16, pp. 3974- 3983, 2017. (SCI)
[7] M. Elsisi *, M. Soliman, M. A. S. Aboelela, and W. Mansour, “Improving the grid frequency by optimal design of model predictive control with energy storage devices,” Optimal Control Applications and Methods, vol. 39, no. 1, pp. 263–280, 2017. (SCI)
[8] M. Elsisi *,M. A. S. Aboelela, M. Soliman, and W. Mansour, “Design of Optimal Model Predictive Controller for LFC of Nonlinear Multi-area Power System with Energy Storage Devices,” Electric Power Components and Systems, vol. 46, no. 11-12, pp. 1300-1311, 2019. (SCI)
[9] M. Elsisi *, “New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system” Wind Energy, vol. 23, no. 2, pp. 1-13, 2019. (SCI)
[10] M. Elsisi , M. Q. Tran*, K. Mahmoud, D. A. Mansour, M. Lehtonen, M. M. F. Darwish, “Effective IoT-based Deep Learning Platform for Online Fault Diagnosis of Power Transformers Against Cyberattack and Data Uncertainties,” Measurement, 2022. (SCI)
[11] M. Elsisi , M. Q. Tran, K. Mahmoud, M. Lehtonen, M. M. F. Darwish*, “Deep Learning-Based Industry 4.0 and Internet of Things towards Effective Energy Management for Smart Buildings,” Sensors, vol. 21, no. 4, 2021. (SCI)
[12] M. Elsisi *, M. Q. Tran, “Development of an IoT Architecture Based on a Deep Neural Network against Cyber Attacks for Automated Guided Vehicles,” Sensors 2021, 21, 8467. (SCI)
[13] M. Elsisi , K. Mahmoud, M. Lehtonen, M. M. F. Darwish*, “Reliable Industry 4.0 Based on Machine Learning and IoT for Analyzing, Monitoring, and Securing Smart Meters” Sensors, vol. 21, no. 2, 2021. (SCI)
[14] M. Elsisi , M. Q. Tran, K. Mahmoud, D. A. Mansour, M. Lehtonen, M. M. F. Darwish*, “Towards Secured Online Monitoring for Digitalized GIS Against Cyber-Attacks Based on IoT and Machine Learning,” IEEE Access, 2021. (SCI)
[15] M. Q. Tran, M. Elsisi , M. K. Liu, Viet Q. Vu, K. Mahmoud, M. M. F. Darwish*, Almoataz Y. Abdelaziz, M. Lehtonen, “Reliable Deep Learning and IoT-based Monitoring System for Secure Computer Numerical Control Machines Against Cyber-Attacks with Experimental Verification” IEEE Access, 2022. (SCI)
[16]M. Q. Tran, M. Elsisi , K. Mahmoud, M. K. Liu, M. Lehtonen, M. M. F. Darwish*, “Experimental setup for online fault diagnosis of induction machines via promising IoT and machine learning: Towards industry 4.0 empowerment,” IEEE Access 9 (2021): 115429-115441. (SCI)
[17] M. Elsisi *, M. A. Ebrahim, “Optimal design of low computational burden model predictive control based on SSDA towards autonomous vehicle under vision dynamics,” International Journal of Intelligent Systems 36.11 (2021): 6968-6987. (SCI)
[18] M. Elsisi *, “Improved grey wolf optimizer based on opposition and quasi learning approaches for optimization: case study autonomous vehicle including vision system,” Artificial Intelligence Review, 2022. (SCI)
[19] M. Elsisi , K. Mahmoud, M. Lehtonen, M. M. F. Darwish*, “Effective Nonlinear Model Predictive Control Scheme Tuned by Improved NN for Robotic Manipulators,” IEEE Access, 2021. (SCI)
[20] M. Elsisi , M. Q. Tran, H. M. Hasanien, R. A. Turky, F. Albalawi, S. S. Ghoneim*, “Robust Model Predictive Control Paradigm for Automatic Voltage Regulators against Uncertainty Based on Optimization Algorithms,” Mathematics 9.22 (2021): 2885. (SCI)
[21] M. Elsisi *, M. Soliman, “Optimal design of robust resilient automatic voltage regulators,” ISA Transactions, 108 (2021): 257-268. (SCI)
[22] M. Elsisi *, “Design of neural network predictive controller based on imperialist competitive algorithm for automatic voltage regulator,” Neural Computing and Applications, vol. 31, no. 1, pp. 5017–5027, 2019. (SCI)
[23] M. Elsisi *, “Optimal Design of Non-fragile PID Controller” Asian Journal of Control, pp. 1-10, 2019. (SCI)
[24]M. Q. Tran*, M. K. Liu, M. Elsisi , “Effective multi-sensor data fusion for chatter detection in milling process,” ISA transactions (2021). (SCI)
[25]M. Q. Tran*, M. Elsisi , M. K. Liu, “Effective feature selection with fuzzy entropy and similarity classifier for chatter vibration diagnosis,” Measurement 184 (2021): 109962. (SCI)
[26] M. Elsisi *, “Optimal Design of Nonlinear Model Predictive Controller based on New Modified Multi-Tracker Optimization Algorithm,” International Journal of Intelligent Systems, 35.11 (2020): 1857-1878. (SCI)
[27] M. Elsisi , K. Mahmoud, M. Lehtonen, M. M. F. Darwish*, “An Improved Neural Network Algorithm to Efficiently Track Various Trajectories of Robot Manipulator Arms,” IEEE Access, 2021. (SCI)
[28] M. Elsisi , H. G. Zaini, K. Mahmoud, S. Bergies, S. S. Ghoneim*, “Improvement of Trajectory Tracking by Robot Manipulator Based on a New Co-Operative Optimization Algorithm,” Mathematics 9 (2021): 3231. (SCI)
[29] M. Elsisi *, “New variable structure control based on different meta‐heuristics algorithms for frequency regulation considering nonlinearities effects” International Transactions on Electrical Energy Systems, 30.7 (2020): e12428. (SCI)
[30] M. Elsisi *, H. Abdelfattah ,“New design of variable structure control based on lightning search algorithm for nuclear reactor power system considering load- following operation”Nuclear Engineering and Technology, vol. 52, no. 3, pp. 544- 551, 2019. (SCI)
[31] M. Elsisi *, “Future search algorithm for optimization,” Evolutionary Intelligence, vol. 12, no. 1, pp. 21–31, 2019. (SCI)
[32] M. Elsisi *, “New Design of Robot Manipulator Controller based on Figure of Demerit Objective Function for Tracking Linear and Nonlinear Trajectories,” iRobotics international journal of Robotics Society of Taiwan (RST), 2020.
[33]M. M. Ismail*, A. F. Bendary, M. Elsisi , “Optimal design of battery charge management controller for hybrid system PV/wind cell with storage battery” International Journal of Power and Energy Conversion, vol. 11, no. 4, pp. 412- 429, 2020.
＜會議發表＞
[1] M. Elsisi *, “Reliable industrial internet of things architecture for automated guided vehicles against data loss,” 13th International Conference On Engineering & Natural Sciences (ISPEC 2022), Burdur, Turkey.
[2] M. Elsisi *, “Artificial intelligence based robust model predictive control for autonomous vehicle including vision dynamics,” The 2021 International Automatic Control Conference (CACS 2021), Taiwan.
[3] M. Elsisi *, M. Q. Tran, “Secured IoT Architecture based on Deep Learning for Online Monitoring of AGV” The 9th International conference on Advanced Robotics and Intelligent Systems(ARIS 2021), Taipei, Taiwan.
[4] M. Q. Tran*, M. Elsisi , M. K. Liu, and V. S. Nguyen “Industry 4.0 Based on Reliable IoT Architecture and Machine Learning for Online Fault Diagnosis of Induction Machines” The 9th International conference on Advanced Robotics and Intelligent Systems(ARIS 2021), Taipei, Taiwan
[5] M. Elsisi , Minh-Quang Tran*, Vu Thi Lien, Nguyen Thi Thanh Nga “Adaptive Energy Management in Microgrid based on New Training Strategy for ANFIS” ICERA2021 (4th International Conference on Engineering and Research Application), 2021, Vietnam.
[6] M. Elsisi *, “Model Predictive Control with Laguerre Function based on Social Ski Driver Algorithm for Autonomous Vehicle,” The 8th International Conference on Advanced Robotics and Intelligent Systems (ARIS 2020), Taipei, Taiwan.
[7] M. Elsisi , M. A. S. Aboelela*, M. Soliman, and W. Mansour, “New Smart Supervisor Controller design for Load Frequency Control of Multi-area Interconnected Power System” 6th international conference on advanced control circuits and systems (accs’019), 2019, Egypt.
[8] M. Elsisi *, “Optimal design of robot manipulator controller based on butterfly optimization algorithm for tracking linear and nonlinear trajectories” The 16th International Conference on Automation Technology (Automation 2019), November 22-24, 2019, Taipei, Taiwan.
[9] Chun-Ju Wu1, Yu-Cheng Kuo, M. Elsisi , and Chung-Hsien Kuo* “Virtual Reality Factory Connection System Based on Petri Net Visualization” The 16th International Conference on Automation Technology (Automation 2019),November 22-24, 2019, Taipei, Taiwan
＜技術報告及其他論文等＞
M. Elsisi *, “Control Mechanisms of Energy Storage Devices” intechopen, book chapter, 2019.
