Item -Wise Billing For Household Appliances Using Deep ML/AI

Our Solution

• Deep Machine Learning Algorithm which had Internet Of Things (IOT) sensors to check for any malfunction or errors in the smart meters was applied after training on 10M+ data points
• The algorithm learnt what appliance was used at what time of the day with visual representation of graphs, for e.g- Television usage was identified with a unique wave while Air Conditioning consumption had a different wave pattern
• This helped in accurately generating the end of the month utility bills for households
• Additional support was given in generating email notifications to the end consumers about their appliance-wise usage at regular intervals
• Email notifications alerted the consumers to act more consciously thereby, strengthening consumer relationship
• The Deep Machine Learning system subsequently helped the distributors to identify the potential customers based on third-party data and optimise the energy at their regions