Advanced energy analytics with drill-down capabilities for sustainability and efficiency optimization

Summary

I’d like to propose a native, in-depth Energy Analytics Dashboard within Home Assistant that provides hour-by-hour breakdowns of energy consumption across all sources and devices, with drill-down capabilities, historical comparisons, and actionable insights aimed at fostering energy efficiency, sustainability, and green energy optimization.

An advanced analytics tool that empowers Home Assistant users to:

  • Track energy usage by hour of day over weeks, months, or custom timeframes.
  • Analyze device-specific consumption to pinpoint inefficiencies.
  • Correlate energy production and consumption, especially for users with solar PV and battery storage.
  • Support energy-saving decisions and energy cost optimizations with clear, interactive data visualizations.

In today’s world, where energy conservation and sustainability are no longer optional, a feature like this can help users:

  • Understand when and where energy is consumed most, enabling smarter decisions about when to run appliances or adjust automations.
  • Maximize the use of self-generated renewable energy (e.g., solar), reducing dependency on the grid and lowering carbon footprints.
  • Detect energy waste, from always-on devices to inefficient systems.
  • Make informed decisions on appliance upgrades or behavioral changes that contribute to a greener, more sustainable home.

This Feature Could Offer:

  1. Hourly/Daily/Monthly Consumption Breakdown
  • Visualize energy use per hour of day, identifying peak usage times.
  • Spot trends like overnight standby consumption or unexpected spikes.
  1. Drill-Down to Individual Devices
  • Move from whole-home overviews to specific appliances.
  • See which devices are drawing the most power in any given timeframe.
  1. Renewable Energy Optimization
  • Correlate solar production data with consumption patterns.
  • Visualize surplus solar energy vs. grid consumption in real time and historically.
  1. Comparisons Over Time
  • Compare energy usage across weeks, months, and seasons.
  • Highlight progress toward energy reduction goals.
  1. Exportable Reports
  • Generate custom reports (CSV/JSON) for deeper analysis or energy audits.
  • Share insights with family, energy consultants, or sustainability programs.

This feature may help making Home Assistant a go-to platform for energy efficiency and sustainability.

Use Cases:

  • A user with solar panels and a home battery wants to maximize self-consumption by running energy-hungry appliances at optimal times.
  • A homeowner wants to identify which appliances are causing phantom loads overnight and set up automations to power them down.
  • A family tracks their energy-saving efforts month-to-month to measure their carbon footprint reduction.
  • An energy-conscious user wants to correlate heating/cooling energy use with temperature sensor data to fine-tune their climate control systems.

Hope to hear from people on this matter,

Andrea

Sorry if I do not understand you correctly, but the way I understand what you are trying to say most of that can be done using the existing Energy dashboard. Only the drill down is not by clicking on a bar, but scrolling down to the list of individual appliances. What is is about the current dashboard that could improve?

As for actionable things, do you have some example on what you mean? HA would not be able to tell if the energy use of a specific device is normal or exceptional for that device.

It all started with the current Energy Dashboard, but as far as I can tell, there’s no way to get an hourly breakdown of energy consumption. What I’m looking for is a graph with 24 hours on the X-axis and the hourly average energy consumption on the Y-axis—rolling over daily across the entire selected period.

I think my question here (so far unanswered) was actually asking about finding some of these statistics :

… I was after this ultimately for surmising if for example if today is typical for the last 10 days ( or the average of 10 days or month last year ) or if it is not typical
For example I have done this type of graph for a quick power shedding to know when it is typically cheapest to run more power hungry equipment in lieu of trying to make more detailed calculations of daily prices and fine adjustments that maybe are not worth the investment

1 Like

If you have an idea to improve the current energy dashboard andliuk,

This appears to be a Frontend Related Feature Request as it is asking for changes to Frontend Menus, Dashboards, or Sections.

These Feature Requests are handled in a different system, and will not be seen by the right people if posted in the HA forums.

Please add your Feature Request into GitHub here:
home-assistant/frontend Other Feature Requests · Discussions · GitHub.

See more info about Feature Requests HERE

2 Likes

Thank you for the hint, will re-post over there!