Heating and cooling of buildings are responsible for a third of the global CO2 emissions. With climate change and emerging discussions regarding energy security and geopolitical conflicts, there is a sincere need to reduce building's energy use. At viboo, we provide self-learning data predictive control algorithms via a Predictive Control as a Service (PCaaS) platform to manufacturers of heating equipment (such as smart thermostats). Our algorithms learn the thermal behavior of a particular building from a single week of measured data and predict how the temperature in the building will evolve in the next couple of hours depending on several factors such as the weather forecast. This allows it to calculate precisely how much heating is required to keep the desired user's comfort. Manufacturers of smart thermostats can use our cloud software service to increase energy efficiency of their products at very low costs, and the end-users can simply book the service through their smart-phone or web app. In our research studies and in pilot projects, one with the market leader Danfoss, we have shown energy savings of up to 20-40%, while improving comfort. The algorithms can also be used to provide electricity reserves (Demand-Side-Managment, DSM) with buildings to allow a higher share of volatile renewables in in the electricity grid.
In this InnoBooster project, we aim to transform our research software into a scalable cloud product that can be used by a variety of smart thermostat manufacturers. We will also conduct pilot projects with these manufacturers to further validate the potential of the technology and to demonstrate the integrability with common buildings.
In the first project phase, we aim to finish the implementation of our self-learning predictive control algorithm on a cloud service platform, which in the future will host all of our product features. Here, we aim to have the software running in a relevant testing environment by the end of December 2022. In a second step, we plan to conduct pilot projects with major smart thermostat manufacturers, which will lead to B2B business relations and first long-term contracts for our start-up viboo.
Persons involved in the project
Last update to this project presentation 02.09.2022