Enhanced Dynamic Control of Quadcopter PMSMs Using an ILQR-PCC System for Improved Stability and Reduced Torque Ripples
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O. Araar and N. Aouf, "Quadrotor control for trajectory tracking in presence of wind disturbances," 2014 UKACC International Conference on Control (CONTROL), pp. 25-30, 2014, doi: 10.1109/CONTROL.2014.6915110.
D. Bazylev, A. Margun, K. Zimenko and A. Kremlev, "UAV equipped with a robotic manipulator," 22nd Mediterranean Conference on Control and Automation, Palermo, Italy, 2014, pp. 1177-1182, doi: 10.1109/MED.2014.6961535.
I. Palunko and R. Fierro, “Adaptive control of a quadrotor with dynamic changes in the center of gravity,” IFAC Proceedings Volumes, vol. 44, no. 1, pp. 2626-2631, 2011.
K. Issam and G. Qingbo, "Research on control strategies for the stabilization of quadrotor UAV," Fifth International Conference on Intelligent Control and Information Processing, pp. 286-292, 2014, doi: 10.1109/ICICIP.2014.7010265.
R. Kumar, A. M. Deshpande, J. Z. Wells, and M. Kumar, "Flight Control of Sliding Arm Quadcopter with Dynamic Structural Parameters," 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1358-1363, 2020, doi: 10.1109/IROS45743.2020.9340694.
O. Harkare and R. Maan, “Design and Control of a Quadcopter,” Int. J. Eng. Tech. Res, vol. 10, no. 5, 2021.
A. Tagay, A. Omar, and M. H. Ali, “Development of control algorithm for a quadcopter,” Procedia Computer Science, vol. 179, pp. 242-251, 2021.
M. H. Kebedew and S. Kim, “Improved Speed Control through Model Predictive Techniques for Permanent Magnet Synchronous Motor in Electric Vehicles,” Daagu International Journal of Basic and Applied research (DIJBAR), vol. 6, no. 1, pp. 435-450, 2024.
I. Chinaeke-Ogbuka et al., “A robust high-speed sliding mode control of permanent magnet synchronous motor based on simplified hysteresis current comparison,” International Journal of Power Electronics and Drive Systems, vol. 12, no. 1, 2021.
M. Hassan, X. Ge, R. Atif, A. T. Woldegiorgis, M. S. Mastoi, and M. B. Shahid, “Computational efficient model predictive current control for interior permanent magnet synchronous motor drives,” IET Power Electronics, vol. 15, no. 12, pp. 1111-1133, 2022.
C. O. Omeje, A. O. Salau, and C. U. Eya, “Dynamics analysis of permanent magnet synchronous motor speed control with enhanced state feedback controller using a linear quadratic regulator,” Heliyon, vol. 10, no. 4, 2024.
M. Nicola and C. -I. Nicola, "Improved Performance for PMSM Control System Based on LQR Controller and Computational Intelligence," 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), pp. 1-6, 2021, doi: 10.1109/ICECET52533.2021.9698758.
N. P. Nguyen, N. X. Mung, H. L. N. N. Thanh, T. T. Huynh, N. T. Lam, and S. K. Hong, "Adaptive Sliding Mode Control for Attitude and Altitude System of a Quadcopter UAV via Neural Network," in IEEE Access, vol. 9, pp. 40076-40085, 2021, doi: 10.1109/ACCESS.2021.3064883.
F. Ahmad, P. Kumar, A. Bhandari, and P. P. Patil, “Simulation of the Quadcopter Dynamics with LQR based Control,” Materials Today: Proceedings, vol. 24, pp. 326-332, 2020.
O. Araar and N. Aouf, "Full linear control of a quadrotor UAV, LQ vs H∞," 2014 UKACC International Conference on Control (CONTROL), pp. 133-138, 2014, doi: 10.1109/CONTROL.2014.6915128.
H. M. Soliman and S. M. L. Hakim, “Simple Model and PI Controller to Improve the Performance Characteristics of PMSM under Field Oriented Control with Using SVPWM,” Int. J. Adv. Eng. Nano Technol, vol. 2, pp. 5-13, 2015.
R. Na and X. Wang, "An Improved Vector-Control System of PMSM Based on Fuzzy Logic Controller," 2014 International Symposium on Computer, Consumer and Control, pp. 326-331, 2014, doi: 10.1109/IS3C.2014.92.
K. Li, X. Liu, J. Sun, and C. Zhang, "Robust current control of PMSM based on PCH and disturbance observer," Proceedings of the 33rd Chinese Control Conference, pp. 7938-7942, 2014, doi: 10.1109/ChiCC.2014.6896326.
F. Shiravani, P. Alkorta, J. A. Cortajarena, and O. Barambones, “An improved predictive current control for IM drives,” Ain Shams Engineering Journal, vol. 14, no. 8, p.102037, 2023.
P. Kakosimos and H. Abu-Rub, "Predictive Speed Control With Short Prediction Horizon for Permanent Magnet Synchronous Motor Drives," in IEEE Transactions on Power Electronics, vol. 33, no. 3, pp. 2740-2750, March 2018, doi: 10.1109/TPEL.2017.2697971.
X. Sun et al., "MPTC for PMSMs of EVs With Multi-Motor Driven System Considering Optimal Energy Allocation," in IEEE Transactions on Magnetics, vol. 55, no. 7, pp. 1-6, July 2019, doi: 10.1109/TMAG.2019.2904289.
A. Devanshu, M. Singh, and N. Kumar, “Adaptive predictive current control of field-oriented controlled induction motor drive,” IETE Journal of Research, vol. 68, no. 5, pp. 3707-3719, 2022.
A. Devanshu, M. Singh, and N. Kumar, "An Improved Nonlinear Flux Observer Based Sensorless FOC IM Drive With Adaptive Predictive Current Control," in IEEE Transactions on Power Electronics, vol. 35, no. 1, pp. 652-666, Jan. 2020, doi: 10.1109/TPEL.2019.2912265.
S. A. Ahmed et al., “Advancements in UAV image semantic segmentation: A comprehensive literature review,” Multidisciplinary Reviews, vol. 7, no. 6, pp. 2024118-2024118, 2024.
I. Şahin and C. Ulu, “Altitude control of a quadcopter using interval type-2 fuzzy controller with dynamic footprint of uncertainty,” ISA transactions, vol. 134, pp. 86-94, 2023.
A. J. Abougarair, H. Almgallesh, and N. A. A. Shashoa, "Dynamics and Optimal Control of Quadcopter," 2024 IEEE 4th International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA), pp. 136-141, 2024, doi: 10.1109/MI-STA61267.2024.10599742.
R. Elagib and A. Karaarslan, “Sliding mode control-based modeling and simulation of a quadcopter,” J. Eng. Res. Rep, vol. 24, no. 3, pp. 32-41, 2023.
T. A. Taha, H. I. Zaynal, A. S. T. Hussain, H. Desa, and F. H. Taha, “Definite time over-current protection on transmission line using MATLAB/Simulink,” Bulletin of Electrical Engineering and Informatics, vol. 13, no. 2, pp. 713-723, 2024.
A. Azka, A. Santoso, and T. Agustinah, “Controlling a Quadcopter with Static Loads and Dynamic Wind Disturbances using a Fuzzy Inference System,” JAREE (Journal on Advanced Research in Electrical Engineering), vol. 8, no. 2, 2024.
W. J. Elke and R. Caverly, “Dynamics, Guidance, and Control of a Low-Cost Quadcopter-Based Space Vehicle Testbed,” in AIAA SCITECH 2024 Forum, p. 0778, 2024.
L. Cedro, K. Wieczorkowski, and A. Szcześniak, “An Adaptive PID Control System for the Attitude and Altitude Control of a Quadcopter,” acta mechanica et automatica, vol. 18, no. 1, pp. 29-39, 2024.
M. Merzban, A. A. Khalaf, and H. F. A. Hamed, “Comparison of various control techniques applied to a quadcopter,” Journal of Advanced Engineering Trends, vol. 42, no. 2, pp. 233-244, 2023.
Y. Li, B. Peng, L. He, K. Fan, Z. Li, and L. Tong, “Road extraction from unmanned aerial vehicle remote sensing images based on improved neural networks,” Sensors, vol. 19, no. 19, p. 4115, 2019.
J. W. Lee, N. Xuan-Mung, N. P. Nguyen, and S. K. Hong, “Adaptive altitude flight control of quadcopter under ground effect and time-varying load: Theory and experiments,” Journal of Vibration and Control, vol. 29, no. 3-4, pp. 571-581, 2023.
A. Belmouhoub, Y. Bouzid, S. Medjmadj, S. H. Derrouaoui, H. Siguerdidjane, and M. Guiatni, “Fast terminal synergetic control for morphing quadcopter with time-varying parameters,” Aerospace Science and Technology, vol. 141, p. 108540, 2023.
S. Srey and S. Srang, “Adaptive Controller Based on Estimated Parameters for Quadcopter Trajectory Tracking,” International Journal of Robotics & Control Systems, vol. 4, no. 2, 2024.
B. S. Guevara, L. F. Recalde, J. Varela-Aldás, D. C. Gandolfo, and J. M. Toibero, “Quadcopters Control Using Online Dynamic Mode Decomposition,” IFAC-PapersOnLine, vol. 56, no. 3, pp. 589-594, 2023.
S. R. Ahmed, M. F. Khaleel, B. A. Abubaker, S. K. Sulaiman, A. S. T. Hussain, T. A. Taha, and M. Fadhil, “Deep Convolutional Neural Network (DCNN) for the Identification of Striping in Images of Blood Cells,” in International Conference on Forthcoming Networks and Sustainability in the AIoT Era, pp. 83-89, 2024.
Y. Li, Q. Zhu, and A. Elahi, “Quadcopter Trajectory Tracking Control Based on Flatness Model Predictive Control and Neural Network,” in Actuators, vol. 13, no. 4, p. 154, 2024.
L. Chen, J. Zhang, and Q. Quan, “Quadcopter attitude control with vibration reduction by additive-state-decomposition dynamic inversion design with a notch filter,” Nonlinear Dynamics, vol. 111, no. 9, pp. 8313-8327, 2023.
A. Fekik et al., “Modeling and Simulation of Quadcopter Using Self-tuning Fuzzy-PI Controller,” in Mobile Robot: Motion Control and Path Planning, pp. 231-251, 2023.
V. Alexandrov, I. Rezkov, D. Shatov, and Y. Morozov, “Frequency Domain Identification of the Quadcopter Attitude Dynamics,” Advances in Systems Science and Applications, vol. 23, no. 3, pp. 1-15, 2023.
O. F. Awad, S. R. Ahmed, A. S. Shaker, D. A. Majeed, A. S. T. Hussain, and T. A. Taha, “Human Activity Recognition Using Convolutional Neural Networks,” in International Conference on Forthcoming Networks and Sustainability in the AIoT Era, pp. 258-274, 2024.
N. J. Kong, C. Li, G. Council, and A. M. Johnson, "Hybrid iLQR Model Predictive Control for Contact Implicit Stabilization on Legged Robots," in IEEE Transactions on Robotics, vol. 39, no. 6, pp. 4712-4727, Dec. 2023, doi: 10.1109/TRO.2023.3308773.
Z. Huang, S. Shen, and J. Ma, "Decentralized iLQR for Cooperative Trajectory Planning of Connected Autonomous Vehicles via Dual Consensus ADMM," in IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 11, pp. 12754-12766, Nov. 2023, doi: 10.1109/TITS.2023.3286898.
X. Kong, W. Ning, Y. Xia, Z. Sun, and H. Xie, "Adaptive High-Order Control Barrier Function-Based Iterative LQR for Real Time Safety-Critical Motion Planning," in IEEE Robotics and Automation Letters, vol. 9, no. 7, pp. 6099-6106, July 2024, doi: 10.1109/LRA.2024.3398506.
B. H. Chen and P. C. Lin, “Deep Imitation Learning for Optimal Trajectory Planning and Initial Condition Optimization for an Unstable Dynamic System,” Advanced Intelligent Systems, vol. 6, no. 1, p. 2300379, 2024.
T. A. Taha, A. S. T. Hussain, H. Desa, F. H. Taha, and Y. Bektaş, “Child tracking system using smartphone,” Bulletin of Electrical Engineering and Informatics, vol. 12, no. 5, pp. 2745-2752, 2023.
Z. Williams, J. Chen and N. Mehr, "Distributed Potential iLQR: Scalable Game-Theoretic Trajectory Planning for Multi-Agent Interactions," 2023 IEEE International Conference on Robotics and Automation (ICRA), pp. 1-7, 2023, doi: 10.1109/ICRA48891.2023.10161176.
S. Sugiura, R. Ariizumi, M. Tanemura, T. Asai, and S. I. Azuma, “Data-driven estimation of the algebraic Riccati equation for the discrete-time inverse linear quadratic regulator problem,” Discover Applied Sciences, vol. 6, no. 6, p. 284, 2024.
A. Sharma and S. Chakravorty, "A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations," 2023 American Control Conference (ACC), pp. 3389-3394, 2023, doi: 10.23919/ACC55779.2023.10156062.
L. Pedroso and P. Batista, “Discrete‐time decentralized linear quadratic control for linear time‐varying systems,” International Journal of Robust and Nonlinear Control, vol. 33, no. 1, pp. 67-101, 2023.
T. A. Taha, M. K. Hassan, H. I. Zaynal, and N. I. A. Wahab, “Big Data for Smart Grid: A Case Study,” in Big Data Analytics Framework for Smart Grids, pp. 142-180, 2024.
D. Zhao, X. Yang, Y. Li, L. Xu, J. She, and S. Yan, "A Kalman–Koopman LQR Control Approach to Robotic Systems," in IEEE Transactions on Industrial Electronics, pp. 1-10, 2024, doi: 10.1109/TIE.2024.3379674.
Y. Liu, X. Pei, H. Zhou, and X. Guo, "Spatiotemporal Trajectory Planning for Autonomous Vehicle Based on Reachable Set and Iterative LQR," in IEEE Transactions on Vehicular Technology, vol. 73, no. 8, pp. 10932-10947, Aug. 2024, doi: 10.1109/TVT.2024.3371184.
Q. Zhang, A. Taghvaei, and Y. Chen, “An optimal control approach to particle filtering,” Automatica, vol. 151, p. 110894, 2023.
A. -S. T. Hussain, M. Fadhil, T. A. Taha, O. K. Ahmed, S. A. Ahmed, and H. Desa, "GPS and GSM Based Vehicle Tracking System," 2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS), pp. 1-5, 2023, doi: 10.1109/ISAS60782.2023.10391720.
Z. Chen, B. Wang, C. Wang, Y. Wang, P. Xiao, and K. Li, “Performance of a Subgrade‐Embankment‐Seawall System Reinforced by Drainage PCC Piles and Ordinary Piles Subjected to Lateral Spreading,” Geofluids, vol. 2023, no. 1, p. 4489478, 2023.
M. Hosseinpour, M. J. Shojaei, M. Salimi, and M. Amidpour, “Machine learning in absorption-based post-combustion carbon capture systems: A state-of-the-art review,” Fuel, vol. 353, p. 129265, 2023.
S. Ali, J. Wang, and V. C. M. Leung, “Defensive strategies against PCC attacks based on ideal (t, n)-secret sharing scheme,” Journal of King Saud University-Computer and Information Sciences, vol. 35, no. 9, p. 101784, 2023.
A. -S. T. Hussain, T. A. Taha, S. R. Ahmed, S. A. Ahmed, O. K. Ahmed, and H. Desa, "Automated RFID-Based Attendance and Access Control System for Efficient Workforce Management," 2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS), pp. 1-6, 2023, doi: 10.1109/ISAS60782.2023.10391615.
Q. Yu, X. Cao, X. Deng, T. Zhu, Z. Deng, and C. Liu, "An Improved Control Strategy to Reduce Torque Spikes and Ripple for Bearingless Switched Reluctance Motors," in IEEE Transactions on Industrial Informatics, vol. 20, no. 4, pp. 5147-5159, April 2024, doi: 10.1109/TII.2023.3326529.
M. S. Rafaq, W. Midgley, and T. Steffen, "A Review of the State of the Art of Torque Ripple Minimization Techniques for Permanent Magnet Synchronous Motors," in IEEE Transactions on Industrial Informatics, vol. 20, no. 1, pp. 1019-1031, Jan. 2024, doi: 10.1109/TII.2023.3272689.
A. M. Abou-ElSoud, A. S. A. Nada, A. A. M. Abdel-Aziz, and W. Sabry, “Torque ripples reduction of electric vehicle synchronous reluctance motor drive using the strong action controller,” Ain Shams Engineering Journal, vol. 15, no. 2, p. 102428, 2024.
D. -H. Choi, D. -H. Kim, H. -S. Han, D. -H. Jung, and W. -H. Kim, "Design of a Slotless Structure for Minimizing Cogging Torque and Torque Ripple in a Column Type EPS Motor for Vehicles," in IEEE Transactions on Magnetics, vol. 60, no. 9, pp. 1-5, Sept. 2024, doi: 10.1109/TMAG.2024.3428343.
M. A. Hoque, M. K. Hassan, A. Hajjo, and T. A. Taha, “Investigation of Battery Energy Storage System (BESS) during Loading Variation,” Journal of Advanced Research in Applied Mechanics, vol. 110, no. 1, pp. 86-96, 2023.
A. Abdel-Aziz, M. Elgenedy, and B. Williams, “Review of switched reluctance motor converters and torque ripple minimisation techniques for electric vehicle applications,” Energies, vol. 17, no. 13, p. 3263, 2024.
H. Masoudi, A. Kiyoumarsi, S. M. Madani, and M. Ataei, "Torque Ripple Reduction of Nonsinusoidal Brushless DC Motor Based on Super-Twisting Sliding Mode Direct Power Control," in IEEE Transactions on Transportation Electrification, vol. 9, no. 3, pp. 3769-3779, Sept. 2023, doi: 10.1109/TTE.2023.3250950.
Q. Chen, Z. Xu, Y. Hu, J. Ding, and Y. Xie, “Research on torque ripple optimization of permanent magnet synchronous motor for electric vehicle based on modular poles,” IEEJ Transactions on Electrical and Electronic Engineering, vol. 18, no. 4, pp. 613-622, 2023.
N. Prabhu, R. Thirumalaivasan, and B. Ashok, "Critical Review on Torque Ripple Sources and Mitigation Control Strategies of BLDC Motors in Electric Vehicle Applications," in IEEE Access, vol. 11, pp. 115699-115739, 2023, doi: 10.1109/ACCESS.2023.3324419.
E. Bektaş et al., “Enhancing Harmonic Reduction in Multilevel Inverters using the Weevil Damage Optimization Algorithm,” Journal of Robotics and Control (JRC), vol. 5, no. 3, pp. 717-722, 2024.
D. H. Choi, I. J. Yang, M. K. Hong, D. H. Jung, and W. H. Kim, “High-Speed Design with Separated Tapering for Reducing Cogging Torque and Torque Ripple of a 3 kW Dry Vacuum Pump Motor for the ETCH Process,” Machines, vol. 11, no. 11, p. 991, 2023.
X. Li, Z. Sun, W. Sun, L. Guo, and H. Wang, “Design of permanent magnet-assisted synchronous reluctance motor with low torque ripple,” World Electric Vehicle Journal, vol. 14, no. 4, p. 82, 2023.
L. Zhang, Z. Cui, P. Song, L. Wang, and X. Liu, “Sinusoidal Rotor Core Shape for Low Torque Ripple in Hollow-Cup Machines,” Energies, vol. 17, no. 13, p. 3168, 2024.
S. Masoudi, L. Ben-Brahim, A. Gastli, N. Al-Emadi, and M. Djemai, "Reducing Force Ripples and Enhancing Reliability in LSRMs Through Modern Structure and Advanced Control Systems," in IEEE Access, vol. 12, pp. 50114-50125, 2024, doi: 10.1109/ACCESS.2024.3385437.
A. S. T. Hussain et al., “Unlocking Solar Potential: Advancements in Automated Solar Tracking Systems for Enhanced Energy Utilization,” Journal of Robotics and Control (JRC), vol. 5, no. 4, pp. 1018-1027, 2024.
Q. Yu, X. Cao, Z. Deng, X. Deng and C. Liu, "An Improved Direct Displacement Control for Bearingless Switched Reluctance Motors to Reduce Torque Ripple and Improve Levitation Performance," in IEEE Transactions on Energy Conversion, pp. 1-12, 2024, doi: 10.1109/TEC.2024.3393502.
T. Ben, H. Wang, L. Chen, Y. Zhang, and L. Jing, “Torque ripple reduction strategy for switched reluctance motor based on segmented non-linear correction torque sharing function,” Journal of Power Electronics, pp. 1-11, 2024.
J. Croonen, A. L. J. Deraes, J. Beckers, W. Devesse, O. Hegazy, and B. Verrelst, “Active Torque Control for Speed Ripple Elimination: A Mechanical Perspective,” Machines, vol. 12, no. 4, p. 222, 2024.
H. Juma'a and T. Atyia, “Design and Implementation of multi-level inverter for PV system with various DC Sources,” NTU Journal of Renewable Energy, vol. 5, no. 1, pp. 24-33, 2023.
N. H. Aziz, “Load Frequency Control With Renewable Energy Sources Using Practical Swarm Optimization Based On PID,” NTU Journal of Renewable Energy, vol. 5, no. 1, pp. 61-73, 2023.
F. M. Mahmood, S. S. Jaafar, R. W. Mustafa, Y. H. Azeez, and B. K. Mahmood, “Design and Programming of a Microcontroller Based on a Solar Tracking System,” NTU Journal of Renewable Energy, vol. 3, no. 1, pp. 51-59, 2022.
T. A. Taha et al., “Enhancing Multilevel Inverter Performance: A Novel Dung Beetle Optimizer-based Selective Harmonic Elimination Approach,” Journal of Robotics and Control (JRC), vol. 5, no. 4, pp. 944-953, 2024.
T. T. Nguyen, T. H. Nguyen, and J. W. Jeon, "Explicit Model Predictive Speed Control for Permanent Magnet Synchronous Motor With Torque Ripple Minimization," in IEEE Access, vol. 11, pp. 134199-134210, 2023, doi: 10.1109/ACCESS.2023.3335992.
T. Banerjee and J. N. Bera, “An improved torque ripple reduction controller for smooth operation of induction motor drive,” Journal of Control, Automation and Electrical Systems, vol. 34, no. 2, pp. 247-264, 2023.
S. T. Bahar and R. G. Omar, “Permanent Magnet Synchronous Motor Torque Ripple Reduction Using Predictive Torque Control,” Journal of Engineering and Sustainable Development, vol. 27, no. 3, pp. 394-406, 2023.
T. A. Taha, N. I. A. Wahab, M. K. Hassan, and H. I. Zaynal, “Selective Harmonic Elimination in Multilevel Inverters Using the Bonobo Optimization Algorithm,” in International Conference on Forthcoming Networks and Sustainability in the AIoT Era, pp. 304-321, 2024.
DOI: https://doi.org/10.18196/jrc.v5i6.23159
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