Kabushiki Kaisha Toshiba

Toshiba Energy Systems & Solutions Corporation

Ryota Miyake

Yasunori Taguchi

Yuichi Kato

Kouta Nakata

Toshio Aoki

Susumu Naito

Shinya Tominaga

Chikashi Miyamoto

Naoyuki Takado

Isaku Nagura

Yusuke Terakado

According to one embodiment, a data processing apparatus includes a processor. The processor calculates, from the first measurement data, a first differential value set that is a set of first differential values in a time direction at a time included in the first period of the measurement values of the sensor of interest. The processor calculates, from the second measurement data, a second differential value set that is a set of second differential values in a time direction at a time included in the second period of the measurement values of the sensor of interest. The processor generates a first differential value distribution and a second differential value distribution using the second differential value set.

Data processing apparatus, method, and program

According to an embodiment, a monitoring apparatus configured to generate time-series predicted data based on time-series measured data and a prediction model that generates predicted data including one or more predicted values predicted to be output from one or more sensors; and generate, for a first sensor among the one or more sensors, a displayed image including a measured value graph representing a temporal change in a measured value included in the time-series measured data in a second period after a first period, a predicted value graph representing a temporal change in a predicted value included in time-series predicted data in the second period, past distribution information representing a distribution of a measured value in the first period, and measurement distribution information representing a distribution of the measured value included in the time-series measured data in the second period.

Monitoring apparatus, monitoring method, computer program product, and model training apparatus

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Yokohama Kanagawa, Japan

Ryota Miyake