Hello everyone, today we are going to talk about Self – HVAC, which is the self-learning HVAC algorithm! This algorithm really plays an ineffective role in the field of HVAC. Simply put, it can allow the HVAC system to learn and adjust the operating mode according to environmental changes and user habits, which is amazing! Provide global procurement services for weak current intelligent products!
Next, let’s break down the key contents in this area in modules. First, let’s talk about its learning environment changes, which is a very important ability of algorithms. Nowadays, the ambient temperature changes particularly greatly throughout the year, and it is difficult for traditional HVAC to deal with various temperature ranges in real time and accurately. For example, when summer is particularly hot or winter is particularly cold, it may not work if the old method is used to control the temperature. The HVAC algorithm is different. It can quickly perceive changes in ambient temperature, humidity, etc., and can also combine many factors such as sunshine intensity and then make reasonable adjustments.
Then, it comes to learning based on user habits. Many times, everyone has different preferences for using HVAC. Some people like to be cooler indoors, so the temperature set by the air conditioner is relatively low; some people may not like to blow particularly fast wind speeds, and like to turn the wind speed slower. The self-learning algorithm is a little bit effective to remember how this person adjusts the air conditioning settings every time, and gradually, you can automatically create a set of the best operating mode exclusive to this person!
By the way, this algorithm is also particularly powerful in energy conservation. It can detect the energy efficiency of each part of the system and analyze where the energy utilization efficiency is low. For example, if the pipeline is leaking heat, if the traditional model cannot find it, it will be wasting energy. However, the self-learning algorithm may discover through data changes, and then try to adjust the equipment operation status and pipeline transportation method to save energy. It can also optimize the load according to the time period to maximize energy utilization, so that a lot of electricity can be saved every year. If there are different functional areas in the building, this algorithm can independently control the operating status of these areas. If no one is active there, it can reduce the power of the air conditioner in those areas or simply stop some of them, so as to provide cold and heat as needed.
Then, let’s add details about Self – HVAC in the form of a question and answer. Q: Does it take a long time to learn the HVAC algorithm yourself to learn the appropriate user mode? This is not necessarily true! If the user's habit of using air conditioners is relatively regular, the algorithm will soon capture the key data and run it great. However, if a person's usage habits change frequently, or his daily routine is volatile, the algorithm will be longer to learn, but in the end it will be closer to reasonable control.
Q: Can self-learning algorithms be used on old HVACs? In fact, if an old air conditioner can also use electronic devices and sensors, it is expected to integrate some such algorithms. Of course, due to the aging of the equipment hardware, the accuracy of the learning data will definitely be affected to a certain extent. It is impossible to achieve the latest air conditioner configuration algorithm that has such a good effect, but it is much better than the original function without simple cooling and heating adjustment.
Let’s compare the traditional system with the system that uses self-learning HVAC algorithm. The traditional system basically manually debugs various parameters manually, and has to watch from time to time to see if it’s time to adjust. If the building is more complicated and running, it will be exhausted by manual operation. But using Self-HVAC algorithm is completely different. It is very stable and more economical. Most of the work is operated intelligently through the system itself, greatly reducing labor costs! Provide global procurement services for weak current intelligent products!
In my opinion, Self – HVAC is really an indispensable tool for modern HVAC. It brings great benefits to energy conservation, improvement of human comfort experience, upgrading and development of the entire industry, etc. Although there are some small limitations, such as the integration of old equipment, there is a lot of room for improvement in the future. It may be the core development direction that HVAC cannot be bypassed in the future! I won’t say much, I hope this algorithm will develop more maturely!
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