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1. (WO2018223000) COMPUTER SYSTEM AND METHOD FOR BUILDING AND DEPLOYING PREDICTIVE INFERENTIAL MODELS ONLINE

Pub. No.:    WO/2018/223000    International Application No.:    PCT/US2018/035611
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Sat Jun 02 01:59:59 CEST 2018
IPC: G05B 17/02
Applicants: ASPEN TECHNOLOGY, INC.
Inventors: ZHAO, Hong
RAO, Ashok
REIS, Lucas, L.G.
HARMSE, Magiel, J.
Title: COMPUTER SYSTEM AND METHOD FOR BUILDING AND DEPLOYING PREDICTIVE INFERENTIAL MODELS ONLINE
Abstract:
Embodiments are directed to systems that build and deploy inferential models for generating predictions of a plant process. The systems select input variables and an output variable for the plant process. The systems load continuous measurements for the selected input variables. For the selected output variable, the systems load measurements of type: continuous from the subject plant process, intermittent from an online analyzer, or intermittent from lab data. If continuous or analyzer measurements are loaded, the systems build a FIR model with a subspace ID technique using continuous output measurements. From intermittent analyzer measurements, the systems generate continuous output measurements using interpolation. If lab data is loaded, the systems build a hybrid FIR model with subspace ID and PLS techniques, using continuous measurements of a reference variable correlated to the selected output variable. The systems deploy the built model to generate continuous key performance indicators for predicting the plant process.