VoltaResBot: A Machine Learning Model for Optimal Energy Management in Multi-Component Robotic Systems Integrated with Photovoltaics, and Storages
Safari, Ashkan, Kharrati, Hamed, Rahimi, Afshin
Published in 2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM) (15.07.2024)
Published in 2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM) (15.07.2024)
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Conference Proceeding
VoltaVistaMan: Energy Dynamics Intelligent Predictive Analysis Utilizing Bayesian Hyper-Tuned Neural Networks - A Case Study on Switzerland's National Electricity Demand
Safari, Ashkan, Kharrati, Hamed, Rahimi, Afshin
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
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Conference Proceeding
FaultyVoltaMan: Ensemble Learning Model for Accurate Fault Detection and Classification of PV-Integrated Systems
Safari, Ashkan, Kharrati, Hamed, Rahimi, Afshin
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
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Conference Proceeding
Mitigating Data Scarcity for Satellite Reaction Wheel Fault Diagnosis with Wasserstein Generative Adversarial Networks
Hedayati, MohammadSaleh, Barzegar, Ailin, Rahimi, Afshin
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
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Conference Proceeding
A Distributed Hybrid Fault-Tolerant Cooperative Control for Multi- Agent Systems with Actuator Faults and Disturbances
Barzegar, Ailin, Rahimi, Afshin, Kharrati, Hamed
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
Published in 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) (17.06.2024)
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Conference Proceeding
Deep Learning Transforming the Manufacturing Industry: A Case Study
Ahmad, Hafiz Mughees, Rahimi, Afshin, Hayat, Khizer
Published 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) (01.12.2021)
Published 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) (01.12.2021)
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Conference Proceeding
Advanced Predictive Modeling of Pollutant Gas Emissions in the Automotive Industry based on Machine Learning
Safari, Ashkan, Gharehbagh, Hamed Kheirandish, Nazari-Heris, Morteza, Milani, Omid Halimi, Kharrati, Hamed, Rahimi, Afshin
Published in 2024 9th International Conference on Technology and Energy Management (ICTEM) (14.02.2024)
Published in 2024 9th International Conference on Technology and Energy Management (ICTEM) (14.02.2024)
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Conference Proceeding
StateEVMan: Advanced Predictive Ensemble Optimization of Electric Vehicle Charging Stations
Safari, Ashkan, Gharehbagh, Hamed Kheirandish, Nazari-Heris, Morteza, Kharrati, Hamed, Rahimi, Afshin
Published in 2024 9th International Conference on Technology and Energy Management (ICTEM) (14.02.2024)
Published in 2024 9th International Conference on Technology and Energy Management (ICTEM) (14.02.2024)
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Conference Proceeding
Fault Prognosis of Satellite Reaction Wheels Using A Two-Step LSTM Network
Sirajul Islam, Md, Rahimi, Afshin
Published in 2021 IEEE International Conference on Prognostics and Health Management (ICPHM) (07.06.2021)
Published in 2021 IEEE International Conference on Prognostics and Health Management (ICPHM) (07.06.2021)
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Conference Proceeding
Comparison of Prophet with Machine Learning Regression Models for Long and Short-Term Manufacturing Forecasting
Wishal Fatima, Syeda Sitara, Rahimi, Afshin, Hayat, Khizer
Published in 2023 28th International Conference on Automation and Computing (ICAC) (30.08.2023)
Published in 2023 28th International Conference on Automation and Computing (ICAC) (30.08.2023)
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Conference Proceeding
Fairness-aware Class Imbalanced Learning
Subramanian, Shivashankar, Rahimi, Afshin, Baldwin, Timothy, Cohn, Trevor, Frermann, Lea
Year of Publication 21.09.2021
Year of Publication 21.09.2021
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Journal Article