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Kapacity.io's smart heat pump optimization is based on weather forecast and individual user patterns in the building. It uses machine learning algorithms to predict the energy consumption of the building and anticipate ideal control of heating and cooling setpoints. In addition, it can shift energy based on changes in electricity prices. Through intelligent optimization, it is possible to reduce the amount of electricity consumed and the cost of electricity without compromising indoor air quality. The implemented control can be monitored through the Kapacity.io Cloud service.
Example of Kapacity.io Cloud control. Black dashed line is the default while the orange line represents Kapacity.io Control.
The control algorithm developed by Kapacity.io takes into account weather forecast based on the location of the property and electricity pricing if a price-based electricity contract has been selected for the property. The algorithm also takes into account the target setpoint of the device, which is set by the occupant.
Kapacity.io optimizes building energy use with machine learning by analyzing how your building consumes energy. Initially, it learns from 6 hours of data on newly added devices to efficiently manage energy. Periodically, it updates its learning based on new weather information to continuously optimize energy consumption. We do not run leaning days when dynamic electricity tariffs are high.
Kapacity.io's smart heat pump control relies on a remote connection to function. If the remote connection is lost but the heat pump is still running, the device will remain in the same state it was in at the moment of the connection loss. After a power outage, Kapacity.io control will automatically resume once power is restored to the heat pump, and the device re-establishes the remote connection. ⚡
You can interrupt Kapacity.io's control by logging into the Kapacity.io Cloud service and selecting the "Turn device control on or off" button and setting it to the "off" position.
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