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Worcester Bosch Combination Gas Boiler Energy Savings Experiment

A two-year experiment aimed at determining whether smart thermostats and AI can reduce household heating bills has yielded surprising results for one participant.

Can AI really save you money on your heating bill? I spent two years testing to find out
Source: The Guardian Life and Style

A two-year experiment aimed at determining whether smart thermostats and AI can reduce household heating bills has yielded surprising results for one participant. The study involved comparing manual control of a heating system to an AI-governed system.

Manufacturers of these devices often claim that their products can save homeowners up to 25% on their energy costs, which translates to around £180 per year. However, such promises are typically accompanied by caveats and may be influenced by fluctuations in energy prices.

To assess the effectiveness of these technologies, a thorough examination was conducted at a test location. The chosen setting was a 1930s solid-brick house with an insulated loft conversion.

The existing heating system consisted of a 10-year-old Worcester Bosch combination gas boiler set to medium heat and 13 radiators equipped with standard thermostatic radiator valves (TRVs). A Hive thermostat in the central hallway had its smart features disabled.

The tedious process of manually controlling the heating was a necessary evil in my quest to save money on energy bills. I often found myself at odds with family members who were shivering under blankets while trying to watch TV, but it seemed to be worth it as our winter gas bills remained low.

After accounting for hot water usage during the summer months of 2025, my manual control consumed approximately 14,316.7 kilowatt hours of gas across 213 days from November to May. This was a reduction of around 10-15% compared to previous years when I wasn't as diligent about keeping a close eye on energy consumption.

In the summer of 2025, I upgraded my heating system by replacing the Hive thermostat with a full Tado X system connected to our existing combi boiler. The new setup consisted of 13 smart radiator thermostats that replaced standard TRVs, plus wireless thermostats in each of the two largest rooms and a programmer wired directly to the boiler.

The Tado X system allows for room-by-room temperature control, unlike my previous central thermostat with a single schedule for the entire house. Each smart TRV can independently command the boiler to turn on or off and adjust hot water flow into the radiator as needed, maximizing efficiency by minimizing gas usage when possible.

This new setup was designed to optimize heating distribution throughout the house. It commands the boiler to supply the right amount of hot water to each room, taking into account which rooms are currently in use. This results in a more efficient use of energy and less waste heat being generated than with a traditional central thermostat system.

The wireless thermostats allowed me to place temperature control units in high-use areas, giving me greater flexibility in managing the heating needs of different parts of the house.

One feature of Tado's system is its ability to communicate with boilers that support the OpenTherm protocol, allowing it to adjust the flow temperature and reduce energy consumption.

However, not all boilers are compatible with this feature, as my own boiler does not support the OpenTherm protocol, requiring a different approach to controlling heating needs.

The Tado system also allows for fine-grained control over multiple rooms, enabling users to tailor their heating schedules to specific areas of the house. This level of customization is made possible through the smartphone app, which provides real-time monitoring and control.

In addition to its core features, Tado's system can be enhanced with a subscription-based AI-powered service, offering advanced automation capabilities and additional features to improve efficiency.

Tado's system is designed to optimize heating efficiency by automating various tasks, including hydronic balancing. This process ensures that radiators are working at their best, eliminating the need for manual adjustments and guesswork.

The system also takes into account factors such as open windows and user presence, adjusting the heating schedule accordingly. For example, it will turn off the heating when the last person with the Tado app leaves home, only to preheat the house again when they return.

Tado's energy IQ feature provides a detailed breakdown of heating costs, including individual room-by-room analysis. This allows users to identify areas where improvements can be made and adjust their heating schedule accordingly. The system records 13 months' worth of logs, giving users a comprehensive view of their energy usage.

There are several alternatives to Tado's smart heating controls, each with its own set of features and capabilities. Hive, Drayton, and Honeywell offer similar per-radiator control, while Google's Nest is no longer available in Europe after pulling out of the market in 2025.

The initial months of testing were marked by a struggle to relinquish control over the heating system. I had grown accustomed to manually adjusting the radiators, but as the AI-controlled system hummed along in the background, it was difficult to resist the urge to intervene.

However, to maintain objectivity and avoid influencing the results, I opted for a "head in the sand" approach, deliberately abstaining from reviewing energy consumption data. This allowed the system to operate without my interference, free from any bias that might have skewed the outcome.

When the final numbers were finally tallied, I was surprised to discover that we had reduced our gas usage by 18%. This figure was all the more remarkable considering that we had enjoyed a warmer and more comfortable living space throughout the winter months.

A closer examination of the data revealed that the AI-controlled heating system consumed approximately 11,735.7 kWh of energy over the 213-day period from November to May. This represented a significant reduction of 2,581 kWh compared to my manual control regime, despite our increased comfort levels.

The financial implications of this saving were substantial, equating to £205.70 at the current energy price cap, which was set to expire on 31 December. The potential for even greater savings existed for households that are less frugal or have more varied schedules.

By virtue of its ability to control rooms individually, the AI system offered a range of benefits beyond mere efficiency. It allowed me to tailor the temperature in different areas of the house with ease, making it simple to enjoy a warm living room without overheating other parts of the home.

The advanced sensors in the smart thermostats and temperature control systems allowed for precise monitoring of humidity levels within the home. This enabled seamless integration with the dehumidifier, ensuring optimal air quality by identifying when ventilation or additional moisture removal was necessary.

With these features, maintaining a comfortable indoor environment became effortless, reducing stress on household members while also fostering a more harmonious living space.

Facts based on reporting originally published by The Guardian Life and Style.

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