MULTI-STEP TIME SERIES PREDICTION IN COMPLEX INSTRUMENTED DOMAINS

Patent №

US 8,874,409

Granted

2014-10-28

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12966465

A system, method and computer program product for improving a manufacturing or production environment. The system receives two or more time series data having values that represent current conditions of the manufacturing or production environment as inputs. The system determines one or more different regimes in the received two or more time series data. The system predicts future or unmeasured values of the received two or more time series data in the determined different regimes. The future or unmeasured values represent future conditions of the manufacturing or production environment.

AI classification

AI hardware1.00
Planning1.00
Evolutionary computation0.97
Knowledge representation0.86
Machine learning0.65
Vision0.47
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 333900338

Assignors

DHURANDHAR, AMIT, KALAGNANAM, JAYANT R.

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

From the same owner

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