Industry 4.0 projects:
June 21, 2021 ยท View on GitHub
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Digital Twin and Predictive Maintenance of Pneumatic SystemsPredict faults in pneumatic systems using simulation and AI/machine learning. Impact: Improve efficiency and reliability of industrial processes. Expertise gained: Artificial Intelligence, Industry 4.0, Cyber-Physical Systems, Digital Twins, Embedded AI, Health Monitoring, IoT, Machine Learning, Modeling and Simulation |
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Wind Turbine Predictive Maintenance Using Machine LearningImprove the reliability of wind turbines by using machine learning to inform a predictive maintenance model. Impact: Contribute to providing the world with reliable green energy. Expertise gained: Industry 4.0, Sustainability and Renewable Energy, Machine Learning, Electrification, Modeling and Simulation, Predictive Maintenance, Wind Turbines |
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Monitoring and Control of Bioreactor for Pharmaceutical ProductionMonitor and control an industrial scale bioreactor process for pharmaceutical production. Impact: Improve quality and consistency of pharmaceutical products and contribute to transitioning the pharmaceutical sector to Industry 4.0. Expertise gained: Big Data, Industry 4.0, Control, IoT, Modeling and Simulation, Optimization, Machine Learning |