Publications

Legend

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

Peer-reviewed Journal Articles

030. Fatima S*, Rahimi A (2024). Time-series Forecasting Application for Industrial Manufacturing  Settings: A Survey, [Machines] Smart Manufacturing and Industrial Automation, Volume 12, Issue 6, pp. 380 https://doi.org/10.3390/machines12060380 

029. Hassanzadeh Yaghini H, Kharrai H*, Rahimi A (2024). Linear Time-Varying Fractional-Order Model Predictive Attitude Control For Satellite Using Two Reaction Wheels. Aerospace Science and Technology , Volume 145, pp. 108901 https://doi.org/10.1016/j.ast.2024.108901 

028. Parent T*, Defoe J, Rahimi A (2024). Controller Design for Air Conditioner of a Vehicle with Three Control Inputs Using Model Predictive Control. MDPI - Modelling, volume 5, pp. 117-152, https://doi.org/10.3390/modelling5010008 

027. Barzegar A*, Rahimi A (2024). A Dissipativity-based Robust Fault Diagnosis Approach for Clusters of Small Satellites, Acta Astronautica, Volume 214, 2024, Pages 182-195, ISSN 0094-5765, https://doi.org/10.1016/j.actaastro.2023.10.027

026. Ziaei A, Sinafar B, Kharrati H*, Rahimi A (2024). Concurrent-learning-based Event-triggered Fault Tolerant Attitude Control for Spacecraft with Actuator Faults,  Advances in Space Research, https://doi.org/10.1016/j.asr.2023.09.051

025. Safari A, Kharrati H*,  Rahimi A (2023). Multi-Term Electrical Load Forecasting of Smart Cities Using a New Hybrid Highly Accurate Neural Network-based Predictive Model, Smart Grids and Sustainable Energy,9, 8 (2024), https://doi.org/10.1007/s40866-023-00188-9 

024. Barzegar A*, Rahimi A (2023). A Distributed Simultaneous Fault Estimation and Cluster Consensus Control for Clusters of Small Satellites,  vol. 59, no. 6, pp. 7654-7665, Dec. 2023, IEEE TAES, https://doi.org/10.1109/TAES.2023.3291351 

023. Aslmostafa E, Asadollahi M, Kharrati H*, Rahimi A, Mirzaei M J (2023). Command-Filter-Based Backstepping for a Class of Nonlinear Systems with Finite-Time Observer in the Presence of Mismatched Disturbances,  Nonlinear Dynamics, https://doi.org/10.1007/s11071-023-08386-x 

022. Parent T*, Defoe J, Rahimi A (2022). Modeling of Air Conditioner for a Vehicle with Three Control Inputs. MDPI Modeling, 4(1), 70-86;  https://doi.org/10.3390/modelling4010006 

021. Alidadi M*, Rahimi A (2023). Fault Diagnosis of Lubrication Decay in RWs Using Temperature Estimation and Forecasting via Enhanced Adaptive Particle Filter,  MDPI Sensors, 23(3), 1474; https://doi.org/10.3390/s23031474 

020. Bazmi, F*; Rahimi, A. (2023). Off-Design Analysis Method for Compressor Fouling Fault Diagnosis of Helicopter Turboshaft Engine. MDPI Modeling, 4(1), 56-69; https://doi.org/10.3390/modelling4010005 

019. Bhat, A*; Rehman, U*; Ahsan, H*; Rahimi, A (2023),  Monitoring Water Health with Autonomous Single Rotor UAVs, IEEE Potentials, vol. 42, No. 1, pp. 35-43, https://doi.org/10.1109/MPOT.2022.3178558 

018. Ahmad M*, Rahimi A. (2022). Deep learning methods for object detection in industrial applications: A survey. Elsevier Journal of Manufacturing Systems, vol. 64, July 2022, pp. 181-196, https://doi.org/10.1016/j.jmsy.2022.06.011

017. Barzegar A, Rahimi, A. (2022). Fault Diagnosis and Prognosis for Satellite Formation Flying: A Survey IEEE Access, vol 10, pp. 26426-26442. https://doi.org/10.1109/ACCESS.2022.3156582 

016. Ziaei, A; Kharrati, H*; Salim, M; Rahimi, A (2022), Reinforcement Learning Based Optimal Fault-tolerant Control for Offshore Platforms, Part I: Journal of Systems and Control Engineering, vol 236, no. 6, pp. 1187-1196, https://doi.org/10.1177/09596518221080323 

015. Bazmi, F*; Rahimi, A. (2021). Calculation of Air Velocity on the Helicopter Turboshaft Engines Inlet. SAE International Journal of Engines, 15(4): pp. 581-597, 2022, https://doi.org/10.4271/03-15-04-0031

014. Ziaei, A; Kharrati, H*; Rahimi, A (2021), Fault-tolerant Control for Nonlinear Offshore Steel Jacket Platforms Based on Reinforcement Learning, Journal of Ocean Engineering  vol. 246, 2022, pp. 110247, https://doi.org/10.1016/j.oceaneng.2021.110247 

013. Folami, M*; Rahimi, A (2021), Reaction Wheels Fault Isolation Onboard 3-Axis Controlled Satellite using Enhanced Random Forest with Multidomain Features, International Journal of Prognostics and Health Management (IJPHM) vol 12, no. 2, pp. 1-14. https://doi.org/10.36001/ijphm.2021.v12i2.3078 

012. Sirajul Islam M*, Rahimi A (2021). A Three-Stage Data-Driven Approach for Determining Reaction Wheels’ Remaining Useful Life Using Long Short-Term Memory, Electronics 2021,  vol 10, no. 19, pp. 2432. https://doi.org/10.3390/electronics10192432 

011. Bazmi, F*; Rahimi, A. (2021). Helicopter Turboshaft Engine Database as a Preliminary Design Tool. SAE International Journal of Engines SAE Technical Paper. vol 15, no. 1, pp. 03-15-01-0003.  https://doi.org/10.4271/03-15-01-0003 

010. Varvani Farahani, H., & Rahimi, A. (2021). Data-Driven Fault Diagnosis for Satellite Control Moment Gyro Assembly with Multiple In-Phase Faults. Electronics, vol 10, no. 13, pp. 1537. http://dx.doi.org/10.3390/electronics10131537 

009. Rahimi A, (2021) 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 Special Issue (IJPHM), vol 12, no. 3, pp 1-7. https://doi.org/10.36001/ijphm.2021.v12i3.2934 

008. Rahimi, A., & Saadat, A. (2020). Fault isolation of reaction wheels onboard three-axis controlled in-orbit satellite using ensemble machine learning. Aerospace Systems. vol 3, no. 2, pp. 119-126. https://doi.org/10.1007/s42401-020-00046-x

007. Rahimi A, Dev Kumar K, Alighanbari H (2020) Fault detection and isolation of control moment gyros for satellite attitude control subsystem. Mech Syst Signal Process 135:106419. https://doi.org/10.1016/j.ymssp.2019.106419

006. Rahimi A, Dev Kumar K, Alighanbari H (2020), Failure Prognosis for Satellite Reaction Wheels Using Kalman Filter and Particle Filter, Journal of Guidance, Control, and Dynamics, vol. 43, no. 3, pp. 585–588, Mar. 2020, https://doi.org/10.2514/1.G004616.

005. Rahimi A, Dev Kumar K, Alighanbari H (2019) Fault Isolation of Reaction Wheels for Satellite Attitude Control. IEEE Transactions on Aerospace and Electronic Systems 1–1. https://doi.org/10.1109/TAES.2019.2946665

004. Rahimi A, Kumar KD, Alighanbari H (2017) Fault estimation of satellite reaction wheels using covariance-based adaptive unscented Kalman filter. Acta Astronaut 134:159–169. https://doi.org/10.1016/j.actaastro.2017.02.003

003. Ahadi A, Rahimi A, Azad RK, Bandehali S (2015) An extension of linear-quadratic regulator trend to determine near-optimal performance of nonlinear systems using evolutionary algorithms. Int J Sp Sci Eng 3:171–198. https://doi.org/10.1504/IJSPACESE.2015.072346

002. Rahimi A, Kumar KD, Alighanbari H (2015) Enhanced Adaptive Unscented Kalman Filter for Reaction Wheels. IEEE Transactions on Aerospace and Electronic Systems 51:1568–1575. https://doi.org/10.1109/TAES.2014.130766

001. Rahimi A, Dev Kumar K, Alighanbari H (2013) Particle Swarm Optimization Applied to Spacecraft Reentry Trajectory. Journal of Guidance, Control, and Dynamics 36:307–310. https://doi.org/10.2514/1.56387 

Peer-reviewed Conferences

019. Fatima S*, Rahimi A, Hayat, K (2023). "Comparison of Prophet with Machine Learning Regression Models for Long and Short-term Manufacturing Forecasting". 28th IEEE International Conference on Automation and Computing (ICAC'23). 3 0 Aug.-1 Sep. 2023, Birmingham, UK, pp. 1-6, https://doi.org/10.1109/ICAC57885.2023.10275201 .

018. Barzegar  A*, Rahimi A (2023). "A Distributed Fault Detection and Estimation for Formation of Clusters of Small Satellites". 2023 IEEE Conference on Prognostics and Health Management (ICPHM 2023), June 5-7, 2023, Montreal, Québec, Canada. https://doi.org/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). Fault-tolerant Consensus Control for Hybrid Multi-agent Systems. In: 2022 IEEE International Conference on Prognostics and Health Management (ICPHM 2022), Detroit, US,  pp. 64-69, https://doi.org/10.1109/ICPHM53196.2022.9815753 

015. Safar Ardabili S, Sinafar B, Kharrati H*, Rahimi A (2022). Investigating the Effect of Event-triggered Control and Nonlinear Actuator Dynamics on Spacecraft Attitude Stabilization. In: 2022 IEEE International Conference on Prognostics and Health Management (ICPHM 2022), Detroit, US, pp. 58-63, https://doi.org/10.1109/ICPHM53196.2022.9815680 

014. Ahmad M*, Rahimi A, Hayat K (2021). Deep Learning Transforming the Manufacturing Industry, A Case Study. In: 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), Haikou, China. pp. 1286-1291. https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00196 

013. Sirajul Islam M*, Rahimi A (2021). Fault Prognosis of Satellite Reaction Wheels Using A Two-Step LSTM Network. In: 2021 IEEE International Conference on Prognostics and Health Management (ICPHM 2021), Detroit, US, pp. 1-7, https://doi.org/10.1109/ICPHM51084.2021.9486655  [Best Paper Finalist]

012. Rahimi A, Anvaripour M*, Hayat K (2021). Object Detection using Deep Learning in a Manufacturing Plant to Improve Manual Inspection. In: 2021 IEEE International Conference on Prognostics and Health Management (ICPHM 2021), Detroit, US, pp. 1-7, https://doi.org/10.1109/ICPHM51084.2021.9486529

011. Varvani Farahani H*, Rahimi A (2021). An Optimized Support Vector Regression for Identification of In-phase Faults in Control Moment Gyroscope Assembly. In: 2021 IEEE International Conference on Prognostics and Health Management (ICPHM 2021), Detroit, US, pp. 1-7,  https://doi.org/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). Use of A Data-Driven Approach for Time Series Prediction in Fault Prognosis of Satellite Reaction Wheel. In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Toronto, ON, Canada: IEEE, pp. 3624–3628.  https://doi.org/10.1109/SMC42975.2020.9283435 

008. Varvani Farahani H*, Rahimi A (2020). Fault Diagnosis of Control Moment Gyroscope Using Optimized Support Vector Machine. In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Toronto, ON, Canada: IEEE, pp. 3111–3116. https://doi.org/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). 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, Regina, SK, Canada, pp.1–5. https://doi.org/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

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

Thesis/Dissertation

Technical Reports

Finding a Journal