Doktorand i informationsteknologi med fokus på smarta elnät
Core
Develop an AI-based Energy Management System (EMS) to support the electrification of industrial furnaces at Volvo's Skövde plant, focusing on demand flexibility and energy storage.
Role type
PhD researcher in Information Technology (Smart Grids)
Builds
Digital energy management systems for electrified industrial processes
Domain
Industrial energy systems, smart grids, artificial intelligence
Deliverable
production ML models
Required skills
Machine learning, optimization algorithms, energy system modeling, Python, GAMS
Preferred skills
Knowledge of industrial energy systems, microgrids, smart grids, experience with AI/ML tools
Technologies
Python, GAMS, AI, ML
Responsibilities
Develop ML models for forecasting energy, prices, and grid conditions; Develop optimization algorithms for flexible industrial loads and energy storage; Evaluate techno-economic potential of batteries, hydrogen, supercapacitors, and molten iron storage; Develop decision support tools for day-ahead energy planning; Validate methods in real industrial processes at Volvo Powertrain.
