Purpose of this project is create an automated home system which -
- Collects energy consumption of various electrical appliances of the house using ACS712 sensors attached to Nodemcu
- Transmits this data to Raspberry PI using MQTT Protocol
- Uses this data for analysis and create some graphs for easy visualisation by user
- Utilises this data as dataset for predicting usage of appliances using LSTM Neural Network
- Using predictions (binary output) and hardware 'Relays' to automate their usage without user intervention (Yet to be completed)
Graph of predicted vs actual values -
