Title:
SYSTEM AND METHOD FOR CALIBRATING MODEL OF THERMAL DYNAMICS
Document Type and Number:
Japanese Patent JP2022160989
Kind Code:
A
Abstract:
To provide a system and a method for calibrating a model of thermal dynamics in a heat state in an environment of an architectural structure conditioned by operation of a heating, ventilation and air conditioning (HVAC) system.SOLUTION: A method includes: a step 100 for receiving a value of control input to an actuator of a HVAC system and a value of a thermal state at a location of an environment caused by operation of the HVAC system according to the value of the control input; a step 102 for computing a probabilistic surrogate model iteratively, using a Bayesian optimization, until a termination condition is met; and a step 104 for outputting, when the termination condition is met, an optimal combination of different parameters of the model of thermal dynamics having the largest likelihood of being a global minimum at the probabilistic surrogate model according to an acquisition function of the first two order moments of calibration errors.SELECTED DRAWING: Figure 1A
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Inventors:
ANKUSH CHAKRABARTY
CHRISTOPHER LAUGHMAN
GORDON WICHERN
EMILIO MADDALENA
CHRISTOPHER LAUGHMAN
GORDON WICHERN
EMILIO MADDALENA
Application Number:
JP2021203426A
Publication Date:
October 20, 2022
Filing Date:
December 15, 2021
Export Citation:
Assignee:
MITSUBISHI ELECTRIC CORP
International Classes:
F24F11/64; G06F30/27
Attorney, Agent or Firm:
Patent Attorney Fukami Patent Office