SunBank PowerSample listing
Predicting Battery Faults in Solar Systems
Posted 11 days ago · Closes in 23 days · 10 applied
Challenge Brief
A failed battery often means a customer without power and an urgent call-out. Warning signs may be visible in the data days earlier.
The team will analyse sample system data, build an early-warning model and show alerts in a dashboard a field technician can use.
Requirements
- Data analysis in Python
- Electrical engineering knowledge is a plus
Deliverables
- A fault prediction model
- An alert dashboard
- Recommendations on data to collect next
Tech Stack
- Python
- Time Series
- Grafana
About the Company
SunBank Power is a fictional sample company: a Nigerian company that provides solar and battery power for homes and businesses.