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While the addition of wind and solar energy can help to reduce carbon emissions, your intermittenz is a challenge for traditional methods to maintain power supply and demand.
Due to the balance of the electrical network, the setting of conventional large power plants typically includes. Alternatively, the compensation of the network by coordinating electricity generation and the consumption of a variety of smaller distributed energy resources can improve the reliability of the networks and support the integration of wind and solar.
According to a study achieved by the University of Michigan, which use the houses of air conditioning in Austin, Texas, as distributed energy resources, it actively compensates for the network without affecting comfort. Research is published in the journal IEEE transactions on Smart Grid.
The internal temperatures at home last a while for the alternating current units to be switched on or off. This makes the AC units a good frequency regulation -a kind of reliability service in which the power plants adapt the production to control the grid frequency to the 60 -Hz standard.
An alternating current unit switches on or off to maintain the interior temperature within a small area to maintain the setpoint. By changing the time of this switch and the coordination of these changes in a large number of alternating current units, the ACS can set up their electricity consumption in order to control the grid frequency to 60 Hz again.
“Wohnklima systems can offer high -quality lattice compensation services without influencing the homeowner. This resource is enormous and already available. We just have to use it,” said Johanna Mathieu, Associate Professor of Electrical Engineering and Computer Science and the study.
Up to this point, most strategies to compensate for grids with such “flexible loads” were only tested in the simulation. In order to test the ideas in the real world, the UM team worked with Pecan Street Inc. to recruit Austin, Texas Homeowners, for participating in the study.
“There are several challenges that arise when such approaches are tested in the real world. For example, data availability can be significantly limited compared to what is usually assumed in purely simulation studies. Overcoming such restrictions is a really exciting undertaking that requires creative solutions,” said Ioannis Marios Granitas, a doctoral student Computer technology and the guideline of the UM and the author of the study.
Throughout the study, around 100 houses took part in four frequency regulation events, which lasted one hour each. The researchers supplemented the relatively small sample size with simulated alternating current units to increase the size of the collection.
Smart Home Thermostats do not allow the on/off control by third parties and generate a hurdle for frequency regulation. To avoid this, the researchers installed custom hardware tax boards and sensors in every house. This made it possible for a master control algorithm to distribute commands via the cloud to the air conditioning system of each house and to react to raster changes within 10 seconds.
The system successfully orchestrates alternating current units in order to make frequency control (ie a target current signal that varies every 2 seconds) and to earn a performance value via the industry standards.
It is important that frequency regulation had no influence on comfort. Homeowners received the ability to override controls, but in most cases the mechanism was not used at all and used twice in one case. According to the temperature sensors, the home temperatures only selected a maximum of 1.6 f from their target value.
“Over the years, we have learned that participants in HLK control studies want a way to turn away from the programs. It is the key to recruitment. These are houses, and we have to have the trust of our participants. We have also learned that if you do the control campaigns properly, only a few participants if you have released the participants from the day of the day,” said Scott event.
To ensure scalability, the control approach uses a model of the dynamics of the collection of ACS. The model size is not a function of the number of interchangeable alternating current units and offers the potential for scaling. However, intelligent thermostat restrictions create a roadblock because the installation of hardware for every connected house is not practical on a large scale. Smart thermostat companies open their application programming interfaces (APIS) to take into account the control of third-party providers for frequency regulation.
Researchers of the Pecan Street Inc. and the Los Alamos National Laboratory also contributed to the study, and researchers at the University of California, Berkeley, were also part of the overall project.
Further information:
Ioannis M. Granitsas et al. IEEE transactions on Smart Grid (2024). DOI: 10.1109/TSG.2024.3513296
Provided by the University of Michigan College of Engineering
Quote: Home climate systems can balance the electrical network without the effects of the comfort (2025, March 12)
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