SolarWorks!

Implementing machine learning to improve solar home systems downtime

Grantee Details

Name of project: Implementing machine learning to improve solar home systems downtime

Project location: Mozambique

Type of grant: Seed

Grant awarded: May 2017

Partners: Vodacom Mozambique

SolarWorks! will improve access to energy services to residents in Mozambique by testing Machine Learning optimisation on their solar home systems. The tool combines weather forecasting data and user data to make Solar Home Systems self-learning and minimize system downtime. Through the grant, solar home system downtime will be minimized resulting in improved customer satisfaction and lower energy cost resulting in improved repayment rates.

Resources

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