Publications

Legend

[In Preparation] [Submitted] [Under Review] [Revision Requested] [Revision Submitted] [Decision in Process] [Accepted] [In-Press]

Peer-reviewed Journal Articles

035. Ahmad H., Rahimi A., Hayat K. (2024, Oct.) Capacity Constraint Analysis Using Object Detection for Smart Manufacturing, Automation, from MDPI AG, Volume 5, Issue 4, pp. 545-563, doi: 10.3390/automation5040031

034. Hedayati M., Barzegar A., Rahimi A. (2024, Oct.) Fault Diagnosis and Prognosis of Satellites and Unmanned Aerial Vehicles: A Review, Applied Sciences, from MDPI AG, Volume 14, Issue 20, pp. 9487, doi: 10.3390/app14209487

033. Safari A., Kharrati H., Rahimi A. (2024, Jul.) A Hybrid Attention‐Based Long Short‐Term Memory Fast Model for Thermal Regulation of Smart Residential Buildings, IET Smart Cities, from Institution of Engineering and Technology (IET), Volume N/A, Issue N/A, pp. N/A, doi: 10.1049/smc2.12088

032. Safari A., Hassanzadeh Yaghini H., Kharrati H., Rahimi A., Oshnoei A. (2024, Aug.) Voltage Controller Design for Offshore Wind Turbines: A Machine Learning-Based Fractional-Order Model Predictive Method, Fractal and Fractional, from MDPI AG, Volume 8, Issue 8, pp. 463, doi: 10.3390/fractalfract8080463

031. Barzegar A.*, Rahimi A. (2024, Jul) An Adjustable Parameter-Based Robust Distributed Fault Diagnosis for One-Sided Lipschitz Formation of Clustered Multi-Agent Systems, Electronics, from MDPI AG, Volume 13, Issue 14, pp. 2759, doi: 10.3390/electronics13142759

2024-July-eCV

030. Fatima S.*, Rahimi A. (2024, Jun.) A Review of Time-Series Forecasting Algorithms for Industrial Manufacturing Systems, Machines, from MDPI AG, Volume 12, Issue 6, pp. 380, doi: 10.3390/machines12060380

029. Hassanzadeh Yaghini H.*, Kharrati H.*, Rahimi A. (2024, Feb.) Linear Time-Varying Fractional-Order Model Predictive Attitude Control for Satellite Using Two Reaction Wheels, Aerospace Science and Technology, from Elsevier BV, Volume 145, Issue N/A, pp. 108901, doi: 10.1016/j.ast.2024.108901

028. Parent T.*, Defoe J., Rahimi A. (2024, Jan.) Controller Design for Air Conditioner of A Vehicle with Three Control Inputs Using Model Predictive Control, Modelling, from MDPI AG, Volume 5, Issue 1, pp. 117-152, doi: 10.3390/modelling5010008

027. Barzegar A.*, Rahimi A. (2024, Jan.) A Dissipativity-Based Robust Fault Diagnosis Approach for Clusters of Small Satellites, Acta Astronautica, from Elsevier BV, Volume 214, Issue N/A, pp. 182-195, doi: 10.1016/j.actaastro.2023.10.027

026. Ziaei A.*, Sinafar B., Kharrati H.*, Rahimi A. (2024, Jan.) Concurrent-Learning-Based Event-Triggered Fault Tolerant Attitude Control for Spacecraft with Actuator Faults, Advances in Space Research, from Elsevier BV, Volume 73, Issue 1, pp. 95-107, doi: 10.1016/j.asr.2023.09.051

025. Safari A.*, Kharrati H.*, Rahimi A. (2023, Dec.) Multi-Term Electrical Load Forecasting of Smart Cities Using A New Hybrid Highly Accurate Neural Network-Based Predictive Model, Smart Grids and Sustainable Energy, from Springer Science and Business Media LLC, Volume 9, Issue 1, pp. N/A, doi: 10.1007/s40866-023-00188-9

024. Barzegar A.*, Rahimi A. (2023, Dec.) Distributed Simultaneous Fault Estimation and Cluster Consensus Control of Small Satellites, IEEE Transactions on Aerospace and Electronic Systems, from Institute of Electrical and Electronics Engineers (IEEE), Volume 59, Issue 6, pp. 7654-7665, doi: 10.1109/taes.2023.3291351

023. Aslmostafa E., Asadollahi M., Kharrati H.*, Rahimi A., Mirzaei M. (2023, Mar.) Command-Filtered-Based Technique for A Class of Nonlinear Systems with Finite-Time Observer in The Presence of Mismatched Disturbances, Nonlinear Dynamics, from Springer Science and Business Media LLC, Volume 111, Issue 11, pp. 10217-10228, doi: 10.1007/s11071-023-08386-x

022. Parent T.*, Defoe J., Rahimi A. (2023, Feb.) Nonlinear Modeling of An Automotive Air Conditioning System Considering Active Grille Shutters, Modelling, from MDPI AG, Volume 4, Issue 1, pp. 70-86, doi: 10.3390/modelling4010006

021. Alidadi M.*, Rahimi A. (2023, Jan.) Fault Diagnosis of Lubrication Decay in Reaction Wheels Using Temperature Estimation and Forecasting Via Enhanced Adaptive Particle Filter, Sensors, from MDPI AG, Volume 23, Issue 3, pp. 1474, doi: 10.3390/s23031474

020. Bazmi F.*, Rahimi A. (2023, Jan.) Off-Design Analysis Method for Compressor Fouling Fault Diagnosis of Helicopter Turboshaft Engine, Modelling, from MDPI AG, Volume 4, Issue 1, pp. 56-69, doi: 10.3390/modelling4010005

019. Bhat A.*, Rehman U.*, Ahsan H.*, Rahimi A. (2023, Jan.) Monitoring Water Health with Autonomous Single-Rotor Unmanned Aerial Vehicles, IEEE Potentials, from Institute of Electrical and Electronics Engineers (IEEE), Volume 42, Issue 1, pp. 35-43, doi: 10.1109/mpot.2022.3178558

2022-July-eCV-Tenure

018. Ahmad H.*, Rahimi A. (2022, Jul.) Deep Learning Methods for Object Detection in Smart Manufacturing: A Survey, Journal of Manufacturing Systems, from Elsevier BV, Volume 64, Issue N/A, pp. 181-196, doi: 10.1016/j.jmsy.2022.06.011

017. Barzegar A.*, Rahimi A. (2022, Mar.) Fault Diagnosis and Prognosis for Satellite Formation Flying: A Survey, IEEE Access, from Institute of Electrical and Electronics Engineers (IEEE), Volume 10, Issue N/A, pp. 26426-26442, doi: 10.1109/access.2022.3156582

016. Ziaei A.*, Kharrati H.*, Salim M., Rahimi A. (2022, Mar.) Reinforcement Learning-Based Optimal Fault-Tolerant Control for Offshore Platforms, Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, from SAGE Publications, Volume 236, Issue 6, pp. 1187-1196, doi: 10.1177/09596518221080323

015. Ziaei A.*, Kharrati H.*, Rahimi A. (2022, Feb.) Fault-Tolerant Control for Nonlinear Offshore Steel Jacket Platforms Based on Reinforcement Learning, Ocean Engineering, from Elsevier BV, Volume 246, Issue N/A, pp. 110247, doi: 10.1016/j.oceaneng.2021.110247

014. Bazmi F.*, Rahimi A. (2021, Dec.) Calculation of Air Velocity on The Helicopter Turboshaft Engines Inlet, SAE International Journal of Engines, from SAE International, Volume 15, Issue 4, pp. 581-597, doi: 10.4271/03-15-04-0031

013. Rahimi A., Folami M.* (2021, Oct.) Reaction Wheels Fault Isolation Onboard 3-Axis Controlled Satellite Using Enhanced Random Forest with Multidomain Features, International Journal of Prognostics and Health Management, from PHM Society, Volume 12, Issue 2, pp. N/A, doi: 10.36001/ijphm.2021.v12i2.3078

012. Islam M.*, Rahimi A. (2021, Oct.) A Three-Stage Data-Driven Approach for Determining Reaction Wheels’ Remaining Useful Life Using Long Short-Term Memory, Electronics, from MDPI AG, Volume 10, Issue 19, pp. 2432, doi: 10.3390/electronics10192432

011. Bazmi F.*, Rahimi A. (2021, Jun.) Helicopter Turboshaft Engine Database As A Conceptual Design Tool, SAE International Journal of Engines, from SAE International, Volume 15, Issue 1, pp. N/A, doi: 10.4271/03-15-01-0003

010. Varvani Farahani H.*, Rahimi A. (2021, Jun.) Data-Driven Fault Diagnosis for Satellite Control Moment Gyro Assembly with Multiple In-Phase Faults, Electronics, from MDPI AG, Volume 10, Issue 13, pp. 1537, doi: 10.3390/electronics10131537

009. Rahimi A. (2021, Mar.) Fault Isolation and Identification of A Four-Single-Gimbal Control Moment Gyro On-Board A 3-Axis Stabilized Satellite, International Journal of Prognostics and Health Management, from PHM Society, Volume 12, Issue 3, pp.  N/A, doi: 10.36001/ijphm.2021.v12i3.2934

008. Rahimi A., Saadat A. (2020, Mar.) Fault Isolation of Reaction Wheels Onboard Three-Axis Controlled In-Orbit Satellite Using Ensemble Machine Learning, Aerospace Systems, from Springer Science and Business Media LLC, Volume 3, Issue 2, pp. 119-126, doi: 10.1007/s42401-020-00046-x

007. Rahimi A., Kumar K., Alighanbari H. (2020, Mar.) Failure Prognosis for Satellite Reaction Wheels Using Kalman Filter and Particle Filter, Journal of Guidance, Control, and Dynamics, from American Institute of Aeronautics and Astronautics (AIAA), Volume 43, Issue 3, pp. 585-588, doi: 10.2514/1.g004616

006. Rahimi A., Kumar K., Alighanbari H. (2020, Feb.) Fault Isolation of Reaction Wheels for Satellite Attitude Control, IEEE Transactions on Aerospace and Electronic Systems, from Institute of Electrical and Electronics Engineers (IEEE), Volume 56, Issue 1, pp. 610-629, doi: 10.1109/taes.2019.2946665

005. Rahimi A., Dev Kumar K., Alighanbari H. (2020, Jan.) Fault Detection and Isolation of Control Moment Gyros for Satellite Attitude Control Subsystem, Mechanical Systems and Signal Processing, from Elsevier BV, Volume 135, Issue N/A, pp. 106419, doi: 10.1016/j.ymssp.2019.106419

004. Rahimi A., Kumar K., Alighanbari H. (2017, May) Fault Estimation of Satellite Reaction Wheels Using Covariance Based Adaptive Unscented Kalman Filter, Acta Astronautica, from Elsevier BV, Volume 134, Issue N/A, pp. 159-169, doi: 10.1016/j.actaastro.2017.02.003

003. Ahadi A., Rahimi A., Azad R., Bandehali S. (2015, Jun.) An Extension of Linear-Quadratic Regulator Trend To Determine Near Optimal Performance of Nonlinear Systems Using Evolutionary Algorithms, International Journal of Space Science and Engineering, from Inderscience Publishers, Volume 3, Issue 2, pp. 171-198, doi: 10.1504/ijspacese.2015.072346

002. Rahimi A., Kumar K., Alighanbari H. (2015, Apr.) Enhanced Adaptive Unscented Kalman Filter for Reaction Wheels, IEEE Transactions on Aerospace and Electronic Systems, from Institute of Electrical and Electronics Engineers (IEEE), Volume 51, Issue 2, pp. 1568-1575, doi: 10.1109/taes.2014.130766

001. Rahimi A., Dev Kumar K., Alighanbari H. (2013, Jan.) Particle Swarm Optimization Applied To Spacecraft Reentry Trajectory, Journal of Guidance, Control, and Dynamics, from American Institute of Aeronautics and Astronautics (AIAA), Volume 36, Issue 1, pp. 307-310, doi: 10.2514/1.56387

Peer-reviewed Conferences

026. Safari A., Kharrati H., Rahimi A. (2024, Jul.) Voltaresbot: A Machine Learning Model for Optimal Energy Management in Multi-Component Robotic Systems Integrated with Photovoltaics, and Storages, 2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), 15-19 Jul., 2024, Boston, MA, USA, pp. 422-427, doi: 10.1109/aim55361.2024.10637114

025. Safari A., Kharrati H., Rahimi A. (2024, Jun.) Voltavistaman: Energy Dynamics Intelligent Predictive Analysis Utilizing Bayesian Hyper-Tuned Neural Networks – A Case Study on Switzerland's National Electricity Demand, 2024 IEEE International Conference on Prognostics and Health Management (ICPHM), 17-19 Jun., 2024, Spokane, WA, USA, pp. 316-322, doi: 10.1109/icphm61352.2024.10626498

024. Safari A., Kharrati H., Rahimi A. (2024, Jun.) Faultyvoltaman: Ensemble Learning Model for Accurate Fault Detection and Classification of Pv-Integrated Systems, 2024 IEEE International Conference on Prognostics and Health Management (ICPHM), 17-19 Jun., 2024, Spokane, WA, USA, pp. 152-160, doi: 10.1109/icphm61352.2024.10626794

023. Barzegar A., Rahimi A., Kharrati H. (2024, Jun.) A Distributed Hybrid Fault-Tolerant Cooperative Control for Multi- Agent Systems with Actuator Faults and Disturbances, 2024 IEEE International Conference on Prognostics and Health Management (ICPHM), 17-19 Jun., 2024, Spokane, WA, USA, pp. 58-66, doi: 10.1109/icphm61352.2024.10627736

022. Hedayati M., Barzegar A., Rahimi A. (2024, Jun.) Mitigating Data Scarcity for Satellite Reaction Wheel Fault Diagnosis with Wasserstein Generative Adversarial Networks, 2024 IEEE International Conference on Prognostics and Health Management (ICPHM), 17-19 Jun., 2024, Spokane, WA, USA, pp. 367-376, doi: 10.1109/icphm61352.2024.10627589

021. Safari A., Gharehbagh H., Nazari-Heris M., Milani O., Kharrati H., Rahimi A. (2024, Feb) Advanced Predictive Modeling of Pollutant Gas Emissions in The Automotive Industry Based on Machine Learning, 2024 9th International Conference on Technology and Energy Management (ICTEM), 14-15 Feb, 2024, Behshar, Mazandaran, Iran, Islamic Republic of, pp. 1-6, doi: 10.1109/ictem60690.2024.10631959

020. Safari A., Gharehbagh H., Nazari-Heris M., Kharrati H., Rahimi A. (2024, Feb) Stateevman: Advanced Predictive Ensemble Optimization of Electric Vehicle Charging Stations, 2024 9th International Conference on Technology and Energy Management (ICTEM), 14-15 Feb, 2024, Behshar, Mazandaran, Iran, Islamic Republic of, pp. 1-6, doi: 10.1109/ictem60690.2024.10631928

2024-July-eCV

019. Wishal Fatima S., Rahimi A., Hayat K. (2023, Aug.) Comparison of Prophet with Machine Learning Regression Models for Long and Short-Term Manufacturing Forecasting, 2023 28th International Conference on Automation and Computing (ICAC), Aug. 30-Sep. 1, 2023, Birmingham, United Kingdom, pp. 1-6, doi: 10.1109/icac57885.2023.10275201

018. Barzegar A., Rahimi A. (2023, Jun.) A Distributed Fault Detection and Estimation for Formation of Clusters of Small Satellites, 2023 IEEE International Conference on Prognostics and Health Management (ICPHM), 5-7 Jun., 2023, Montreal, QC, Canada, pp. 1-11, doi: 10.1109/icphm57936.2023.10194041

017. Barzegar  A.*, Rahimi  A (2022). “Model-based Fault Diagnosis for in-Orbit Small Satellites in Constellation”. In: McMaster Engineering Technology Research and Innovation Conference (METRIC) 2022, Hamilton, Ontario. https://egs.mcmaster.ca/events/metric/presentations-2022/ 

016. Habibzadeh H., Ziaei A., Kharrati H., Rahimi A. (2022, Jun.) Fault-Tolerant Consensus Control for Hybrid Multi-Agent Systems, 2022 IEEE International Conference on Prognostics and Health Management (ICPHM), 6-8 Jun., 2022, Detroit (Romulus), MI, USA, pp. 64-69, doi: 10.1109/icphm53196.2022.9815753

015. Ardabili S., Sinafar B., Kharrati H., Rahimi A. (2022, Jun.) Investigating The Effect of Event-Triggered Control and Nonlinear Actuator Dynamics on Spacecraft Attitude Stabilization, 2022 IEEE International Conference on Prognostics and Health Management (ICPHM), 6-8 Jun., 2022, Detroit (Romulus), MI, USA, pp. 58-63, doi: 10.1109/icphm53196.2022.9815680

2022-July-eCV-Tenure

014. Ahmad H., Rahimi A., Hayat K. (2021, Dec.) Deep Learning Transforming The Manufacturing Industry: A Case Study, 2021 IEEE 23rd Int Conf on High Performance Computing \& Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), 20-22 Dec., 2021, Haikou, Hainan, China, pp. 1286-1291, doi: 10.1109/hpcc-dss-smartcity-dependsys53884.2021.00196

013. Sirajul Islam M., Rahimi A. (2021, Jun.) Fault Prognosis of Satellite Reaction Wheels Using A Two-Step Lstm Network, 2021 IEEE International Conference on Prognostics and Health Management (ICPHM), 7-9 Jun., 2021, Detroit (Romulus), MI, USA, pp. 1-7, doi: 10.1109/icphm51084.2021.9486655  [Best Paper Finalist]

012. Rahimi A., Anvaripour M., Hayat K. (2021, Jun.) Object Detection Using Deep Learning in A Manufacturing Plant To Improve Manual Inspection, 2021 IEEE International Conference on Prognostics and Health Management (ICPHM), 7-9 Jun., 2021, Detroit (Romulus), MI, USA, pp. 1-7, doi: 10.1109/icphm51084.2021.9486529

011. Farahani H., Rahimi A. (2021, Jun.) An Optimized Support Vector Regression for Identification of In-Phase Faults in Control Moment Gyroscope Assembly, 2021 IEEE International Conference on Prognostics and Health Management (ICPHM), 7-9 Jun., 2021, Detroit (Romulus), MI, USA, pp. 1-7, doi: 10.1109/icphm51084.2021.9486438

010. Folami M*, Rahimi A, Saadat A* (2020) Fault Isolation of Reaction Wheels onboard 3-axis Controlled in-orbit Satellite Using Machine Learning Techniques, International Astronautical Conference 2020 (IAC20), B4. 27th IAA SYMPOSIUM ON SMALL SATELLITE MISSIONS, 9-GTS.5. Small Satellite Missions Global Technical Session (link)

009. Sirajul Islam M., Rahimi A. (2020, Oct.) Use of A Data-Driven Approach for Time Series Prediction in Fault Prognosis of Satellite Reaction Wheel, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 11-14 Oct., 2020, Toronto, ON, Canada, pp. 3624-3628, doi: 10.1109/smc42975.2020.9283435

008. Varvani Farahani H., Rahimi A. (2020, Oct.) Fault Diagnosis of Control Moment Gyroscope Using Optimized Support Vector Machine, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 11-14 Oct., 2020, Toronto, ON, Canada, pp. 3111-3116, doi: 10.1109/smc42975.2020.9283402

007. Rahimi, A., Veliz Castro, M.* (2020) Design, Fabrication, and Test of a Single Rotor Modular Unmanned Aerial Vehicle for Algae Bloom Monitoring of Lake Erie. In: University of Windsor's UWILL DISCOVER 2020. Windsor, Ontario. (abstract)

006. Rahimi A, Raad E* (2019) Machine Learning Applied to Control Moment Gyroscope Fault Diagnosis. In: 568th International Conference on Science, Technology, Engineering and Management (ICSTEM). Research World , Ottawa, Canada (link)

005. Rahimi A, Saadat A* (2019) Fault isolation of reaction wheels onboard 3-axis controlled in-orbit satellite using ensemble machine learning techniques. In: The International Conference on Aerospace System Science and Engineering. University of Toronto Institute for Aerospace Studies, Toronto, Ontario (link)

004. Rahimi, A., Raahemifar, K., Kumar, K. D., & Alighanbari, H. (2013). Controller Design for Rotary Inverted Pendulum System Using Evolutionary Algorithms. Canadian Aeronautics and Space Institute (CASI) AERO 13. Toronto, ON, Canada, Jun 12-14.

003. Rahimi A., Raahemifar K., Kumar K., Alighanbari H. (2013, May) Controller Design for Rotary Inverted Pendulum System Using Particle Swarm Optimization Algorithm, 2013 26th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 5-8 May, 2013, Regina, SK, Canada, pp. 1-5, doi: 10.1109/ccece.2013.6567710

002. Rahimi, A., Kumar, K. D., & Alighanbari, H. (2012). Particle Swarm Optimization Aided Kalman Filter for Fault Detection, Isolation and Identification of A Reaction Wheel Unit. Canadian Aeronautics and Space Institute (CASI) ASTRO 12. Quebec City, QC, Jun 12-14.

001. Rahimi, A., & Ahadi, A. (2012). Determining A Starting Point with A GA Aided Approach For PD Controller Tuning Using Gradient-Based Optimization Methods. Canadian Aeronautics and Space Institute (CASI) ASTRO 12. Quebec City, QC, Jun 12-14.

Chapters in Book

2022-July-eCV-Tenure

01. Rahimi A (2021)  Controlling Satellites with Reaction Wheels. In Learning Control: Applications in Robotics and Complex Dynamical Systems (D. Zhang and B. Wei, eds.), Elsevier, Amsterdam, Netherlands, 2020, pp. 221–242.  https://doi.org/10.1016/B978-0-12-822314-7.00014-6

Edited Book

2022-July-eCV-Tenure

Thesis/Dissertation

Technical Reports

Finding a Journal