Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2: Eine fallstudie

Georg Locher; Bhavik Bakshi; George Stephanopoulos; Gregory Stephanopoulos; Karl Schügerl

doi:10.1524/auto.1996.44.3.138

Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2: Eine fallstudie

Translated title of the contribution: A method for an automated rule extraction from raw process data part 2: A case study

Georg Locher, Bhavik Bakshi, George Stephanopoulos, Gregory Stephanopoulos, Karl Schügerl

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

This case study demonstrates how regularities in raw data can be automatically determined and expressed by means of rules. The data describe temperature profiles of 32 reactive crystallizations. Six processes were contaminated, resulting in bad product quality. The aim of this data analysis is to extract rules, which allow to predict the outcome of theprocess. The most important steps of the implementation are explained and their automation is discussed.

Translated title of the contribution	A method for an automated rule extraction from raw process data part 2: A case study
Original language	German
Pages (from-to)	138-145
Number of pages	8
Journal	At-Automatisierungstechnik
Volume	44
Issue number	3
DOIs	https://doi.org/10.1524/auto.1996.44.3.138
State	Published - Mar 1996
Externally published	Yes

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science Applications
Electrical and Electronic Engineering

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10.1524/auto.1996.44.3.138

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abstract = "This case study demonstrates how regularities in raw data can be automatically determined and expressed by means of rules. The data describe temperature profiles of 32 reactive crystallizations. Six processes were contaminated, resulting in bad product quality. The aim of this data analysis is to extract rules, which allow to predict the outcome of theprocess. The most important steps of the implementation are explained and their automation is discussed.",

author = "Georg Locher and Bhavik Bakshi and George Stephanopoulos and Gregory Stephanopoulos and Karl Sch{\"u}gerl",

year = "1996",

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AU - Stephanopoulos, Gregory

AU - Schügerl, Karl

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AB - This case study demonstrates how regularities in raw data can be automatically determined and expressed by means of rules. The data describe temperature profiles of 32 reactive crystallizations. Six processes were contaminated, resulting in bad product quality. The aim of this data analysis is to extract rules, which allow to predict the outcome of theprocess. The most important steps of the implementation are explained and their automation is discussed.

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Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2: Eine fallstudie

Abstract

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