Air conditioning control system
a control system and air conditioner technology, applied in the field of air conditioning control systems, can solve problems such as learning, difficulty in appropriately controlling air conditioning in accordance, and known problems, and achieve the effects of preventing overlearning, improving accuracy in controlling the air conditioner, and efficient machine learning
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first embodiment
[0032]FIG. 1 is a functional block diagram schematically illustrating an air conditioning control system 1 according to a
[0033]Each of functional blocks illustrated in FIG. 1 is implemented such that a processor such as a CPU and a GPU included in a computer such as a numerical controller, a cell computer, a host computer, and a cloud server controls an operation of each unit of a device in accordance with each system program.
[0034]An air conditioning control system 1 according to the present embodiment includes an environment management unit 100, an inference processing unit 200, and a learning model storage unit 300. The environment management unit 100 manages an environment (a room in which an air conditioner 130 is installed, for example) at least a state of which is an object of observation and inference. The inference processing unit 200 infers a state of the environment. The learning model storage unit 300 stores and manages a plurality of learning models. This air conditioni...
second embodiment
[0054]FIG. 3 is a functional block diagram schematically illustrating an air conditioning control system 1 according to a
[0055]In the air conditioning control system 1 according to the present embodiment, each functional block is mounted on one air conditioning controller 2 (which is to be structured on a central management device of air conditioners, a numerical controller, or the like). In such configuration, the air conditioning control system 1 according to the present embodiment infers a method for controlling the air conditioners 130 in an environment managed by the air conditioning control system 1 by using a learning model differing depending on installation states and operation states of the machines 120 in the environment managed by the air conditioning control system 1 so as to control the air conditioners 130 in the environment managed by the air conditioning control system 1. Further, one air conditioning controller 2 is capable of generating / updating learning models ea...
third embodiment
[0056]FIG. 4 is a functional block diagram schematically illustrating an air conditioning control system 1 according to a
[0057]In the air conditioning control system 1 according to the present embodiment, the environment management unit 100, the inference processing unit 200, and the air conditioning control unit 400 are mounted on the air conditioning controller 2, and the learning model storage unit 300 and the learning model generation unit 500 are mounted on a machine learning device 3 which is connected with the air conditioning controller 2 via standard interface and network. The machine learning device 3 may be mounted on a cell computer, a host computer, a cloud server, or a database server. In such configuration, inference processing using a learned model, which is relatively light processing, can be executed on the air conditioning controller 2 and processing for generating / updating a learning model, which is relatively heavy processing, can be executed on the machine lear...
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