Battery Management Systems
Battery Safety and Thermal Management
AI/ML for predictive battery health management
EV Powertrain and Control
Charging Infrastructure
Energy Efficiency and Range Optimization
AI & Embedded Systems in EVs
Testing, Standards & Lifecycle Analysis
Integration with Smart Grids & Renewables
Load forecasting with EV penetration
Renewable energy-based EV charging stations
AI for driver behavior prediction and route optimization
Environmental and economic lifecycle analysis
Predictive Maintenance
Renewable Energy Integration
Grid Stability and Control
Smart Metering and Demand Response
AI in Distributed Energy Resources & Microgrids
AI-based fault classification in converters and inverters
Intelligent Control of Power Converters
AI-driven modeling of complex power converter dynamics
Probabilistic and hybrid forecasting approaches
Real-time digital twin modeling of power systems using AI
Biomedical Imaging and Signal Processing
Wearable health monitoring systems
Smart prosthetics and orthotics
AI and Machine Learning in Biomedicine
Medical data classification and clustering
Biosensors and BioMEMS
Surgical robots
Electronic health records
Medical data analytics
Remote patient monitoring
Assistive devices and mobility aids
Smart homes and buildings
Smart agriculture and irrigation systems
Industrial IoT (IIoT) and predictive maintenance
Edge analytics and real-time data processing
Integration with AI/ML for smart decision making
IoT with Blockchain
Cyber-Physical Systems
PLC integration with IoT for distributed control
IoT and AI for energy management
Embedded SCADA systems
Industrial robotsv
Underwater and aerial robots
Robot Kinematics and Dynamics
Motion interpolation techniques
Sensors and Actuators
Model Predictive Control
Machine learning for robotic perception and decision-making
Computer vision and object detection
Natural language processing in human-robot interaction
SLAM (Simultaneous Localization and Mapping)
Navigation and Path Planning
Emotion and behavior recognition in social robots
Solar Energy Technologies
Building-integrated photovoltaics
Wind farm layout and optimization
Small and micro-hydropower systems
Tidal energy and wave energy conversion systems
Bioenergy and Biomass
Green Building and Energy Efficiency
Energy-efficient building materials and design
Hydrogen-powered vehicles
Renewable energy in process industries
Renewable energy forecasting