Portfolio / Category
Engineering and Simulation.
Process modelling, fluid mechanics, machine learning and industrial digital twins.
Personal projectLuke Johnson · implemented application, captured during browser testingEngineering verification / Mathematical modelling
Gas Turbine Emissions ML Study
An AI-assisted personal project exploring machine learning and data analytics to predict CO and NOx emissions from historical measured gas-turbine plant data. Data analysis, model creation, method verification and results validation come together in an interactive Python-based web application.
Customer relationshipImage: Halliburton · reference visualisationOil and gas
Halliburton
Led the Halliburton relationship, starting with Immersive 3D Multiplayer Surface Well Testing applications deployed via AWS, through to simulation-based FloConnect Engineering Verification. Account Manager, Project Manager, Simulation Engineer and 3D Development Manager.
Customer relationshipSite context: EquinorOil and gas / Dynamic process simulation
Centrica Energy Storage
Owned four major simulator projects and the long-term customer relationship, supporting Easington and Rough through changing plant configurations.
Customer relationshipTSC Simulation photograph · historic AMEC logo via Wikimedia CommonsOil and gas / Engineering verification
AMEC
Dynamic simulation and engineering studies commissioned by AMEC, covering gas-storage and compressor operability work.
Client projectPhotography: Viktor MáchaSteel manufacturing / Laser scanning
Liberty Steel Stocksbridge
Led the plant-scanning team and digital-twin delivery, and built a mathematical rolling-mill proof of concept within the InTiFi industrial digitalisation programme.
Client projectCRYOBattery concept rendering · TSK 2021 Annual Report, pages 10–11Energy storage / Engineering verification
Highview Power BLU CRYOBattery
Led 3D development and worked hands-on in Unity to connect Highview Power’s proposed Carrington plant with dynamic simulation and industrial controls.
Internal developmentMethod illustration by Luke JohnsonOil and gas / Engineering verification
Pipe Friction and Pressure-Drop Modelling
Owned development and simulator testing of a C-based SimEdit pipe-friction item, revisiting modelling assumptions to represent pressure loss and gas flow more accurately.