Expertise / evidence dossier
Energy-system modelling across buildings, district heat, electricity networks, storage and hydrogen, connecting demand and technology assumptions to cost, emissions and operational trade-offs.
IDA ICE · HOMER Pro · LEAP · SAM · PyPSA · Pyomo
21 projects · 2 related roles · 17 courses
Relevant work from the public portfolio, with each case study listed once.
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
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
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
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
How do degradation and thermal transients affect a gas turbine? A Make-built educational simulator checked against hand calculations, an analytical transient and repeatable sensor-noise tests. Not commercial-engine validation.
Fortran 2008 · Python · Win32/GDI+
Industrial energy performance methodology covering KPI/EnPI design, metering readiness, load-driver logic, deviation detection and regulatory comparison for decarbonization decisions.
Python · ISO 50001 · EU EED · Excel
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
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
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
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
Multi-asset heat dispatch optimisation with CHP, heat pumps, biomass/geothermal assets, outages, CO2 and electricity-price coupling.
PuLP · HiGHS · Python · MILP
CIGRE MV network-style power-flow, N-1 and 24-hour simulation study with EV charging, PV and storage impacts.
Python · Power flow · Scenario analysis
Day-ahead building heating-demand forecasting using weather and temporal features, baseline models and neural networks.
Python · Machine learning · Time series
IDA ICE building energy simulation comparing supply-system alternatives, demand behaviour and performance implications for a built-environment assignment.
IDA ICE · Building energy · Supply systems · Energy simulation
Post-disaster polygeneration concept for emergency electricity, cooling and water support in a Philippines context.
Polygeneration · Energy access · Scenario design
Latent-heat mobile thermal energy storage lab characterising RT60 HC discharge behaviour, measurement interpretation and thermal-response trends.
PCM · Thermal lab · Data analysis
Battery discharge lab comparing Ni-MH, Li-Po and lead-acid cells through C-rate behaviour, voltage curves and performance interpretation.
Battery testing · C-rate · Python · Lab data
Waste-to-energy assignment work comparing municipal solid waste handling, segregation and energy-recovery concepts for Kozhikode and Delhi.
Waste-to-energy · MSW · Energy recovery
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
Study of wireless charging solutions for portable and automotive environments.
Technology review · Automotive systems · Power-transfer concepts
Compressor-free refrigeration concept based on Peltier cooling with no rotary power-consuming component.
Thermoelectric cooling · Temperature sensing · Prototype design · Design report
Professional experience, internships and relevant student responsibilities are labelled separately.
Developed and independently validated a quantitative methodology for industrial energy performance mapping, covering KPI/EnPI design, load-driver logic, metering-gap assessment, deviation detection from noisy operational data and regulatory comparison. The work was desk-based method development and decision-support framing rather than hands-on plant execution, with electrical utilities and compressed air treated as relevant electrification pathways. Proprietary site detail is not republished.
Python · ISO 50001 · EU EED · KPI/EnPI Design · Energy Performance Mapping · Industrial Energy Analysis · Structured Reporting
Contributed to KTH plastic pyrolysis research by reviewing reactor concepts and cost-analysis drivers for oil extraction from polymer waste, supporting early-stage technical and economic feasibility evaluation.
Master’s programme in heat and power, energy systems and numerical methods. Thesis completed; 115 hp recorded in the May 2026 transcript.
Credited exchange elective covering lifecycle and circular-economy perspectives on energy storage; not a separate degree.
Mechanical engineering foundation with coursework, design competitions and the final-year interactive robot project.
Training records support the work above; they are not substitutes for project evidence. Issuer links are not credential-verification links.
How building, heat, grid and optimisation work connect across the portfolio.
Course studies and independent screening tools are identified separately. OpenSteamOpt and GB-FLEXABM are synthetic and uncalibrated; PyPSA-NL uses a synthetic topology. None is a validated operational or national-system model. Local applications run outside GitHub Pages.
This dossier groups related public records. It does not imply equal depth across every tool or independent validation of every result. Source case studies remain authoritative; restricted inputs and private documents are not included.
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