OptiDrill: Optimisation of Geothermal Drilling Operation with Machine Learning
OBJECTIVES
The overall objective is to develop a drilling advisory system utilising novel sensor and machine learning methods to predict ROP, lithology, drilling problems, well completion and enhancement and finally ...
CONSORTIUM
OptiDrill consortium, brings together highly experienced drillers, drilling project managers, engineers and operators, each having a different, yet complementary set of expertise in different geological conditions ...
IMPACT
The Machine Learning (ML) models of ROP, lithology, drilling problems, well completion and enhancement and coupled drilling optimisation models to be developed through the OptiDrill project are designed ...
Latest news from OptiDrill Project
OptiDrill poster presentation at the German Geothermal Congress 2021
With a call for papers, the German Geothermal Association invited interested scientists and projects to present their current scientific findings at the DGK. Young scientists were also invited to participate in the “Science Bar”. This poster competition offered the opportunity to present bachelor’s, master’s or doctoral theses on the topic of geothermal energy to a broad professional audience.
OptiDrill paper submission and poster presentation at the EGC 2022
A paper was submitted on “Deep Geothermal Drilling Real-Time Performance Prediction and Optimization Using Artificial Intelligence Methods” and a poster was presented on this paper on the second day of the EGC 2022.
Poster presentation on OptiDrill at the EGPD 2023
The 14th annual European Geothermal PhD Days (EGPD) was held on 4th-6th April, 2023 in Glasgow, Scotland. This was the first time EGPD was hosted
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