ANALYSIS APPARATUS, ANALYSIS METHOD, AND COMPUTER-READABLE MEDIUM

    公开(公告)号:US20220309431A1

    公开(公告)日:2022-09-29

    申请号:US17681827

    申请日:2022-02-27

    IPC分类号: G06Q10/06

    摘要: Provided is an analysis apparatus including: a work cost calculation unit configured to calculate a change of a work cost of a target plant, when at least some target work is changed or at least some additional target work is provided among items of work of an operator which are required to operate the target plant; an operational value analysis unit configured to analyze an operational value which depends on at least one of an amount or a quality of a deliverable or an emission produced by an analysis target plant under a specified condition; and a value comparison unit configured to compare a first work cost and a first operational value when the target work is not changed or the additional target work is not provided, with a second work cost and a second operational value when the target work is changed or the additional target work is provided.

    NON-TRANSITORY COMPUTER READABLE MEDIUM, INFORMATION PROCESSING APPARATUS, AND METHOD OF GENERATING A LEARNING MODEL

    公开(公告)号:US20220309406A1

    公开(公告)日:2022-09-29

    申请号:US17654333

    申请日:2022-03-10

    发明人: Yoshiyuki Jinguu

    IPC分类号: G06N20/20 G06K9/62

    摘要: A program causes an information processing apparatus to execute operations including determining whether, in a training data set including a plurality of pieces of training data, the count of a first label and the count of a second label are imbalanced, generating, by dividing the training data set, a plurality of subsets each including first training data characterized by the first label and at least a portion of second training data characterized by the second label, the first training data having a count balanced with the count of the second label, generating a plurality of first learning models based on each of the generated subsets, and saving the plurality of first learning models when it is determined that the value of a first evaluation index for the generated plurality of first learning models is higher than the value of a second evaluation index.

    ANALYSIS APPARATUS, ANALYSIS METHOD AND COMPUTER READABLE MEDIUM

    公开(公告)号:US20220308561A1

    公开(公告)日:2022-09-29

    申请号:US17687687

    申请日:2022-03-07

    IPC分类号: G05B19/418

    摘要: Provided is an analysis apparatus, including a work cost calculation unit configured to calculate a change in a work cost of a target plant when at least some target work, among work of an operator required to operate the target plant, is automatized. The analysis apparatus may include an automation cost calculation unit configured to calculate an automation cost for automatizing the target work; and a cost comparison unit configured to compare the work cost to the automation cost.

    APPARATUS, METHOD, AND COMPUTER-READABLE MEDIUM

    公开(公告)号:US20220307944A1

    公开(公告)日:2022-09-29

    申请号:US17685338

    申请日:2022-03-02

    发明人: Nobuhiro MITOMO

    IPC分类号: G01M99/00

    摘要: Provided is an apparatus comprising an acquisition portion for acquiring measurement data measured for a state of an object; a storage portion for storing a model that outputs deterioration strength index value indicating strength of causing the object to deteriorate, and a deterioration parameter indicating a correspondence between the deterioration strength index value and a progression rate of deterioration of the object, in response to an input of the measurement data; and an estimation portion for estimating a progression rate of deterioration of the object by using the deterioration strength index value outputted in response to inputting the measurement data into the model, and the deterioration parameter.