OPERATION SYSTEM, OPERATION METHOD, OPERATION PROGRAM, EVALUATION MODEL GENERATION DEVICE, EVALUATION MODEL GENERATION METHOD, AND EVALUATION MODEL GENERATION PROGRAM

• Main Authors: TAKAMI GO, KANEKI HIROAKI, OBUCHI KEIICHIRO, FURUKAWA YOTA
• Format: Patent
• Language: English; Japanese
• Published: 12.05.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; CONTROL OR REGULATING SYSTEMS IN GENERAL; CONTROLLING; COUNTING; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS; PHYSICS; REGULATING

To provide an operating system.SOLUTION: An operation system 100 includes: an evaluation model generating device 200 for generating an evaluation model that outputs an index evaluating a state of a facility using machine learning for an operation target at the facility and a target to be set based on the state at the facility: an operation model generation device 300 that generates an operation model that outputs behavior according to the state of the facility by reinforcement learning using the output of the evaluation model as at least part of the reward; and a control device 400 that provides an operation amount based on the behavior output by the operation model according to the state of the facility to a controlled object in the facility.SELECTED DRAWING: Figure 1 【課題】操業システムを提供する。【解決手段】機械学習により、設備における操業目標および上記設備における状態に基づいて対象とする目標について上記設備における状態を評価した指標を出力する評価モデルを生成する評価モデル生成装置２００と、上記評価モデルの出力を報酬の少なくとも一部とした強化学習により、上記設備における状態に応じた行動を出力する操業モデルを生成する操業モデル生成装置３００と、上記設備の状態に応じて上記操業モデルが出力する行動に基づく操作量を、上記設備における制御対象へ与える制御装置４００とを備える、操業システム１００を提供する。【選択図】図１