Project watchlist
Aircraft de-icing simulation in ANSYS
A thermal-fluid project that combines airflow, icing conditions and surface heat transfer with a practical engineering use case.
Power engineering dashboard with Pandas and Pandapower
A reusable analysis tool for grid studies, load cases and visualising power-system behaviour in a cleaner way.
Home automation orchestration layer
A small system that ties together Google Home, NFC tags and SmartThings style triggers in one place.
Sensor logger in embedded C
A low-level build that would help bridge software, electronics and real-time data collection.
R notebooks for statistical exploration
Useful for comparison plots, cleaner statistical workflows and broadening the tools available for data work.
FMEA / RCA toolkit for energy systems
A structured way to catalogue failure modes, symptoms, causes and follow-up actions across thermal and process assets.
Browser-side physics layer (extracted)
The scripts/physics/ module on this site already pulls together isentropic relations, 1-D thermal resistance circuits, Bartz heat-transfer scaling and ISO 50006 EnPI in one audited place. Pulling that out into a standalone npm package (or a Python twin) would let other portfolios + course assignments reuse the same audited formulas.
Bartz vs. RANS calibration on a test bench
A natural follow-on to the Siemens thesis: design a small heated-channel rig (Re 10⁴–10⁵, q'' up to ~50 kW/m²) instrumented with embedded thermocouples and a precision power meter. Compare measured h_g to Bartz-scaled predictions and to RANS k-ω SST results. Tight calibration loop for hyper-sonic / regen-cooling research.
EnPI baseline-drift detector
An online add-on to the EnPI toolkit that flags when a baseline regression has lost predictive power. Uses rolling KS-test or CUSUM on residuals to suggest "this baseline needs re-fitting before reporting Q2 results". Closes the loop between metering, regression and audit-ready reporting.
Insulation cost-benefit overlay on the Pulsatorn rig
Take the thesis insulation case (40 mm ceramic blanket reverses the uninsulated heat-loss disadvantage) and extend it to a parameter sweep: blanket thickness 20–100 mm, k 0.05–0.15 W/mK, h_ext 2–10 W/m²K. Output a Pareto front of cost vs. delivered-temperature loss for the next rig-build decision.