Table 1 Summary of the previous techniques using AI
From: Centralized smart energy monitoring system for legacy home appliances
Reference | Software | Hardware | Connection Protocol | Configuration | AI |
|---|---|---|---|---|---|
Zhao et al. (2014) | Java, Weka, and Python | Fitbit, Plugwise, Zigbee, gas furnace, VAV, and dampers | Bluetooth dongle | Distributed | Data Mining models: NC, DT, LWNB, NR, LR, LWR, and SVR |
Sense (2023) | Not Specified | embedded system, and server analysis | WiFi | Centralized | Cocktail Party algorithm |
Rashid et al. (2019) | Google Colab server, Keras Tensorflow Matplotlib | RaspberryPi 3 A+ MCP 3008 ADC and non-intrusive current sensor | WiFi | Centralized | LSTM (ANN) |