This is my current focus and area of development. There is much to come.
Data quality assurance and uptime
Forecasts of battery state of charge
These projects aim to support our measurement technologies group in ensuring that the sensors are providing quality data. Machine learning is used to forecast and hence avoid periods of downtime e.g. batteries running out
Scientific support
These projects aim to provide scientific/engineering support by forecasting e.g. rock movement due to precipitation and or temperature increase.
Business support
These projects support the everyday activities of the organisation. They focus primarily on agents AI, providing agents for searching data or providing answers to questions around business processes.