MSc Projects
This page gathers projects and reports completed during my Master's program studies.
Master Thesis: Icing Power Loss Forecasting for Wind Farms in Cold Climates Using Machine Learning
MSc thesis at rebase.energy (Stockholm): forecasting wind turbine icing power losses at 1-36 hour lead times using SCADA and ERA5-Land data, an extended IEA Wind Task 19 framework, and a two-stage LightGBM classifier-regressor.
Wind Farm Repowering: Veggerslev, Denmark 🇩🇰
Repowering feasibility study replacing three aging Vestas V44-600 turbines with single modern V82-1.65 MW turbine, achieving 33% energy increase and 38% LCOE reduction.
Techno-Economic Analysis of Biogas-Fed SOFC System for Wastewater Treatment ⚡🔋
Feasibility study of 120 kW SOFC system achieving 116.88 kW net output with 16.33-year payback for Novara WWTP biogas valorization.
Biomass-to-Liquid Conversion Pathways
Multi-criteria evaluation and future deployment scenario modeling of biomass-to-liquid (BtL) conversion technologies.
Liège Projects
Operational planning, sizing, and optimization assignment for Université de Liège; my favorite DENSYS course that sparked my love for programming!
Algae-Based Biofuel for Sustainable Aviation (CBM Module)
Case-Based Module: Evaluating algae-derived Sustainable Aviation Fuel (SAF) pathways; comprehensive study for aviation decarbonization.