PREDICTING SYSTEM AND PREDICTING METHOD CONFIGURED TO PREDICT INFLOW VOLUME OF RAINWATER

Patent №

US 6,474,153

Granted

2002-11-05

Filed 2000

Owner

KABUSHIKI KAISHA TOSHIBA

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09510670

A predicting system configured to predict an inflow volume of rainwater includes a rainfall volume measuring unit for measuring a rainfall volume that has fallen by a present time, a rainfall volume predicting unit for predicting a rainfall volume in a future, and an inflow-volume measuring unit for measuring an inflow volume of rainwater that has flown into an objective facility by the present time. The system also includes a model identification unit, which has a non-linear model having a Neural-Network model for calculating an inflow volume of rainwater from a rainfall volume, and which has a parameter determining part for determining a degree and coefficient parameters of the non-linear model, based on the rainfall volume that has fallen by the present time measured by the rainfall volume measuring unit and the inflow volume of rainwater that has flown into the objective facility by the present time measured by the inflow-volume measuring unit. An inflow-volume predicting unit is adapted to predict an inflow volume of rainwater flowing into the objective facility in the future, based on the rainfall volume in the future predicted by the rainfall volume predicting unit, according to the non-linear model determined by the model identification unit. Thus, the inflow volume of rainwater flowing into the objective facility can be predicted more accurately even if there is a non-linear relationship between the rainfall volume and the inflow volume of rainwater.

AI classification

Machine learning1.00
Evolutionary computation0.05
Planning0.03
Natural language0.01
AI hardware0.00
Knowledge representation0.00
Speech0.00
Vision0.00

Ownership

KABUSHIKI KAISHA TOSHIBA

assignment · 109230573

Assignors

YAMANAKA, OSAMU, NAGAIWA, AKIHIRO, NAKADA, MASAJIRO, TSUTSUMI, MASHAHIKO

On an employer assignment, the assignors are typically the inventors.

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