smart-meter-data

[KDD 2025] NILMFormer: A Sequence-To-Sequence Non-Stationarity Aware Transformer for Non-Intrusive Load Monitoring

Smart Meter Data Analytics Tutorial @ 11th International Conference on Learning Representations (ICLR 2023)

HEAPO – An Open Dataset for Heat Pump Optimization with Smart Electricity Meter Data and On-Site Inspection Protocols

A Go application that periodically retrieves energy data from the geotogether.com API and stores it in an InfluxDB database.

[VLDB 2024] ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series

Read smart meter values from a Kaifa MA309 (EVN/Netz NÖ) using a Raspberry Pi or Raspberry Pico W microcontroller

[ICDE 2025] CamAL: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series

Smart Meter Analytics Python - A Python implementation for analysis of energy consumption data (electricity, gas, water) at different data measurement intervals. The package provides feature extraction methods and algorithms to prepare data for data mining and machine learning applications

This is part of the research work based on Smart Grid Cyber ​​Threat Intelligence (SG-CTI). The research paper of this work is under review in the journal. Detailed information about this work will be provided after it is published in the journal. Research Grant: GUP-2023-010 (supported by the Ministry of Higher Education, Malaysia)

Code used to process the SERL datasets prior to release via the UKDS

Open-source smart prepaid electricity system using Arduino, ESP8266 and GSM for Africa

Utility-focused k-means clustering project using real Advanced Metering Infrastructure (AMI) data to segment smart meters by load behavior, voltage stability, and frequency characteristics. The project demonstrates how unsupervised learning can support outage risk identification, asset health monitoring, and proactive grid operations.

Code to analyse the efficacy of the different SERL recruitment methods in enhancing response rates.

Multi-class classification of residential households based on technologies (EV, Solar PV, Heat Pumps) from 15-minute smart meter load profiles.

Half-hourly electricity data analytics, weather-normalization regression, tariff cost decomposition, and power factor/capacity optimization for a UK commercial building.

Code for a scientific publication about co-clustering smart heat meter data

ioBroker adapter for the IOmeter smart metering device

n3rgy — independent third-party profile of a public API surface, by API Evangelist. n3rgy data limited is a United Kingdom smart-energy data platform, registered in England (No. 11712674) and owned by Smart Metering Systems Ltd. It sits between Great Britain's mandated smart-metering infrastructure — the DCC network, SMETS2 home area networks (HANs