AI Energy Forecast Load Predictor Kit with ESP32 + LED
AI Energy Forecast Load Predictor Kit — ESP32 Learns Your Loads to Schedule Power Smartly
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Transform any electrical panel into an intelligent energy forecasting system. This kit lets you train an on-device LSTM neural network on real PZEM-004T power data from your home, lab, or industry. After 7 days of learning, the ESP32 predicts tomorrow’s consumption profile and suggests optimal time windows for running heavy loads—helping you cut bills and avoid peak charges.
What You’ll Build
A DIN-mountable monitor that logs AC energy parameters every minute, storing data to an SD card. The ESP32’s TensorFlow Lite model processes the 7-day history and outputs a 24-hour forecast displayed on the OLED, with visual alerts for peak-predicted hours. You’ll have a working predictive energy scheduler ready for integration with home automation or SCADA.
What You’ll Learn
- Real-time power monitoring with PZEM-004T and Modbus RTU
- Edge AI deployment: training and running an LSTM model on ESP32 with TensorFlow Lite Micro
- Time-series data logging with precise timestamps using DS3231 RTC
- Interpreting energy forecasts to design demand-side management logic
Kit Contents
| Component | Quantity |
|---|---|
| ESP32 Dev Board | 1 |
| PZEM-004T | 1 |
| DS3231 RTC | 1 |
| MicroSD Module | 1 |
| LM2596 Buck Converter | 1 |
| 0.96in OLED | 1 |
| 100nF Caps | 10 |
| PCB Prototype Board | 2 |
| DIN Rail Enclosure | 1 |
| 12V 3A PSU | 1 |
| Soldering Iron | 1 |
| Solder Wire | 1 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
Designed for India’s next-gen power engineers — final-year B.Tech EEE students mining energy data for their capstone project, M.Tech researchers prototyping smart grid algorithms, and professionals deploying demand-side management in commercial buildings. If you’re participating in the Smart India Hackathon (Energy theme) or scaling a startup around predictive maintenance for substations, this kit gives you a production-ready starting point.
Built and Backed by Compoden
Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.
What if I get stuck during the build?
Our AI companion walks you through every wiring and coding step. For deeper issues, WhatsApp our team — typical response in under 2 hours.
Does the kit include the TensorFlow model code?
Yes, a fully trained LSTM model and the training pipeline (Python notebook) are pre-loaded. Just supply 7 days of your own load data to personalise the predictor.
Can I use this for three-phase loads?
The PZEM-004T handles single-phase up to 100A. For three-phase, extend the kit with additional modules; the AI logic and scheduling framework remain identical.
How accurate are the predictions?
On typical residential or small office loads, the LSTM achieves a mean absolute error below 5% after the initial training week; accuracy improves further with longer logging.
ESP32 trains LSTM model on 7 days of PZEM load data. Predicts next-day consumption for smart scheduling.
What's in this kit
Choose your assembly option:
- Soldering Kit — 25W soldering iron, 60/40 solder wire, flux, and small perfboard for permanent assembly.
- Breadboard Combo — 800-point full-size breadboard with 65-piece jumper wire pack for solderless prototyping.
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Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items