Projects & studies
Relevant work from the public portfolio, with each case study listed once.
Independent project · 2026 · Independent educational research software
An open-source two-boiler steam-and-power twin with a carbon-aware Pyomo/HiGHS scheduler, OpenModelica FMI 2.0 simulation and a local Streamlit advisory GUI. Synthetic and uncalibrated; not an ABB product or live control system.
Python · Modelica · Pyomo · HiGHS · FMI/FMPy · Streamlit · pytest
Independent project · Portfolio project
Multi-asset heat dispatch optimisation with CHP, heat pumps, biomass/geothermal assets, outages, CO2 and electricity-price coupling.
PuLP · HiGHS · Python · MILP
Independent project · 2026 · Independent exploratory research software
Local electricity-investment GUI and shared Pyomo/HiGHS planner, with audited market coverage and 175 extracted public input references. Synthetic and uncalibrated; normalization, price-target decisions and weather conversion still gate historical fitting.
Python · Pyomo · HiGHS · Streamlit · NumPy · pytest
Independent project · Portfolio project
Electricity, hydrogen and heat dispatch (Pyomo/HiGHS) on a real fetched year of ERA5 wind, with independent verification on every run and an interactive Streamlit GUI.
Pyomo · HiGHS · Python · Streamlit · Hydrogen
Independent project · 2026 · Portfolio project
How do corridor limits and flexibility change dispatch? A Netherlands-inspired screening model with hand-checkable congestion and storage tests. Synthetic topology; not a validated Dutch grid.
PyPSA · Linopy · HiGHS · Streamlit · Python
Academic project · KTH Royal Institute of Technology
IDA ICE, HOMER Pro and Excel modelling for Valo Finland's Hylkysaari smart sustainable tourism concept, comparing energy demand reduction, renewable supply and waste-heat recovery pathways.
IDA ICE · HOMER Pro · Heat Pumps · Building Energy
Academic project · KTH Royal Institute of Technology
Comparative assessment of district heating, solar PV with heat pump, solar PV with electric boiler, and solar thermal with thermal storage for residential heat supply.
IDA ICE · SAM · Heat Pumps · Techno-Economic
Independent project · Portfolio project
Thermal energy storage concept work for peak shaving and district cooling, comparing phase-change and ice-storage options with control and pricing logic.
Python · TES · Phase Change Materials · Thermal Analysis
Academic project · KTH Royal Institute of Technology
Structured analysis of Germany's energy transition pathways using LEAP modelling tool, evaluating electricity cost and carbon implications across technology scenarios.
LEAP · Energy Policy · Energy Transition · Scenario Analysis
Independent project · Portfolio project
Day-ahead building heating-demand forecasting using weather and temporal features, baseline models and neural networks.
Python · Machine learning · Time series
Academic project · 2025 · KTH coursework
Post-disaster polygeneration concept for emergency electricity, cooling and water support in a Philippines context.
Polygeneration · Energy access · Scenario design
Academic project · 2025 · KTH entrepreneurship assignment
Entrepreneurship assignment translating renewable-grid storage optimisation, real-time data and machine learning into a product concept and business model.
ML concept · BESS · Business Model Canvas · Energy storage