Title:
MACHINE LEARNING DEVICE, DEMAND CONTROL SYSTEM, AND AIR CONDITIONING CONTROL SYSTEM
Document Type and Number:
Japanese Patent JP2021090344
Kind Code:
A
Abstract:
To provide a machine learning device with which it is possible to determine a set temperature for realizing a prescribed demand target value.SOLUTION: A machine learning device 100 learns the set temperature of an intended space for achieving a demand target value which is the upper-limit value of power consumption amount at a prescribed time of an air conditioning apparatus 110 in the intended space. The machine learning device 100 comprises a learning unit 103, a state variable acquisition unit 101, an evaluation data acquisition unit 105, and a function update unit 104. The state variable acquisition unit 101 acquires a state variable that includes at least one of the power consumption amount of the air conditioning apparatus 110 and the indoor state value that correlates to the state of the intended space. The evaluation data acquisition unit 105 acquires evaluation data for evaluating the control result of the air conditioning apparatus 110. The function update unit 104 updates the learning state of the learning unit 103 using the evaluation data. The learning unit 103 learns in accordance with the output of the function update unit 104. The evaluation data includes at least the power consumption amount of the air conditioning apparatus 110.SELECTED DRAWING: Figure 1
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Inventors:
NISHIMURA TADASHI
Application Number:
JP2020196258A
Publication Date:
June 10, 2021
Filing Date:
November 26, 2020
Export Citation:
Assignee:
DAIKIN IND LTD
International Classes:
H02J13/00; F24F11/47; F24F11/62; F24F11/755; H02J3/00; H02J3/14
Domestic Patent References:
| JP2019060514A | 2019-04-18 | |||
| JP2016170647A | 2016-09-23 | |||
| JP2017142595A | 2017-08-17 |
Foreign References:
| WO2018199167A1 | 2018-11-01 |
Attorney, Agent or Firm:
Shinki Global IP Patent Corporation