Sustainability and Renewable Energy projects:
May 15, 2025 · View on GitHub
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Battery Fast Charging OptimizationOptimize lithium-ion battery charging strategies while preserving longevity and safety. Impact: Improve battery charging performance while preserving safety and longevity. Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Optimization, Electrification  
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Intelligent Trip Planning for Battery Electric Vehicles Using Real-Time Map DataSimulate electric vehicle trips using real-time map data to evaluate energy-efficient routes and strategies. Impact: Reduce energy use and environmental impact in electric vehicle travel. Expertise gained: Sustainability and Renewable Energy, Automotive, Electrification, Modeling and Simulation, Optimization
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Detection and Visualization of CO2 Concentration Using Hyperspectral Satellite DataDevelop a CO2 detection algorithm using hyperspectral images and visualize the results geospatially. Impact: Enable precise CO2 monitoring for effective climate action. Expertise gained: Sustainability and Renewable Energy, Image Processing, Machine Learning, Signal Processing |
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Intelligent Energy Management Systems for Smart GridsDesign and Implement an Intelligent Energy Management System (IEMS) for Smart Grids to Optimize Energy Distribution and Consumption. Impact: Elevate efficiency and forge a sustainable world through advanced energy management. Expertise gained: Sustainability and Renewable Energy, Electrification, Modeling and Simulation, Machine Learning |
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Solar Tracker Control SimulationDesign a control system for a multi axis solar tracker. Impact: Maximize solar irradiance to increase renewable energy production. Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Solar Panels |
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Energy Management for a 2-Motor BEV using Model-Predictive ControlDevelop a Model-Predictive Control algorithm to optimally distribute torque in a 2-motor Battery Electric Vehicle (BEV) powertrain. Impact: Reduce energy consumption while maintaining best motor performance. Expertise gained: Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation |
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Carbon NeutralityBuild a CO2 emission model from historical data and create a plan to achieve carbon neutrality in the future. Impact: Set up a strategy for carbon neutrality and consolidate the international collaboration. Expertise gained: Computational Finance, Sustainability and Renewable Energy, Modeling and Simulation, Machine Learning |
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Techno-Economic Assessment of Green Hydrogen ProductionPerform early-stage economic feasibility of an energy project to determine project viability. Impact: Connect economic aspect to technical design. Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification |
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Coastline Prediction using Existing Climate Change ModelsDevelop an example that predicts and visualizes coastline impact due to rising sea levels. Impact: Assess and plan for the potential impact of climate change. Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation |
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Landslide Susceptibility Mapping using Machine LearningDevelop a tool to identify and visualize geographical areas susceptible to landslides. Impact: Identify areas that are at risk for landslides to help mitigate devastating impacts on people and infrastructure. Expertise gained: Sustainability and Renewable Energy, Machine Learning |
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Smart Watering System with Internet of ThingsDevelop a smart plant water system using Internet of Things (IoT) and low-cost hardware Impact: Minimize the negative effects of the overuse of water in farming and preserve water resources. Expertise gained: Sustainability and Renewable Energy, Artificial Intelligence, IoT, Low-Cost Hardware, Deep Learning, Cloud Computing |
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Portable Charging System for Electric VehiclesDesign a portable charger for Electric Vehicles. Impact: Help make Electric Vehicles more reliable for general use. Expertise gained: Sustainability and Renewable Energy, Control, Electrification, Modeling and Simulation |
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Green Hydrogen ProductionDevelop a model of a reversible fuel-cell integrated into a renewable-energy microgrid structure. Impact: Contribute to the global transition to zero-emission energy sources through the production of hydrogen from clean sources. Expertise gained: Sustainability and Renewable Energy, Electrification, Digital Twins, Modeling and Simulation |
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Electrification of Household HeatingBuild and evaluate an electrical household heating system to help minimize human environmental impact and halt climate change. Impact: Contribute to the global transition to zero-emission energy sources by electrification of household heating. Expertise gained: Sustainability and Renewable Energy, Digital Twins, Electrification, Modeling and Simulation |
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Electrification of AircraftEvaluate electric aircraft energy requirements, power distribution options, and other electrical technologies. Impact: Contribute to the global transition to zero-emission energy sources by electrification of flight. Expertise gained: Sustainability and Renewable Energy, Digital Twins, Electrification, Modeling and Simulation, Zero-fuel Aircraft |
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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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Optimal Data Center CoolingImprove performance, stability, and cost effectiveness of data centers by designing a cooling algorithm that keeps the system running as efficiently as possible. Impact: Contribute to the performance, reliability, and efficiency of data centers worldwide. Expertise gained: Big Data, Sustainability and Renewable Energy, Cloud Computing, Control, Deep Learning, Modeling and Simulation, Parallel Computing, Predictive Maintenance |
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Control, Modeling, Design, and Simulation of Modern HVAC SystemsModel a modern HVAC system and design a controller to improve heating, cooling, ventilation, air quality, pressure, humidity, and energy efficiency. Impact: Contribute to the design and control of modern homes and buildings to preserve energy and healthy living environments. Expertise gained: Sustainability and Renewable Energy, Modeling and Simulation, Electrification, Control |
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Predictive Electric Vehicle CoolingImprove range, performance, and battery life by designing a cooling algorithm that keep EV battery packs cool when they need it most. Impact: Contribute to the electrification of transport worldwide. Increase the range, performance, and battery life of EVs. Expertise gained: Autonomous Vehicles, Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation, Optimization |
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Intelligent Fan Air Cooling SystemDesign an intelligent fan cooling system to moderate temperatures in a building to eliminate or reduce the need for air conditioning systems. Impact: Contribute to energy and carbon footprint reduction. Expertise gained: Sustainability and Renewable Energy, Control, Modeling and Simulation, Optimization |
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Battery Pack Design AutomationReduce the effort required to properly develop a battery pack optimized for an automotive drive cycle. Impact: Contribute to the global transition to zero-emission energy source. Expertise gained: Sustainability and Renewable Energy, Control, Electrification, Optimization, Parallel Computing |