{
  "id": 11339939,
  "title": "Questionnaire-Guided Disaggregation of Energy Appliance Use for Domestic Smart Meter Data",
  "url": "https://urgent.news/2026/10/01/questionnaire-guided-disaggregation-of-energy-appliance-use-for",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-01T08:32:06.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.01297v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Ireland's smart metering programme records electricity use at 30-minute resolution, with smart meters installed in over 80\\% of households as of late 2025. While this is useful for billing of smart, time-of-use tariffs, it is too coarse to capture use of domestic appliances. We present a label-free disaggregation system that breaks usage data into 9 appliance categories by combining event…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}