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 journalArticle

2 Citations (Scopus)

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.

Original languageGerman
Pages (from-to)138-145
Number of pages8
JournalAt-Automatisierungstechnik
Volume44
Issue number3
DOIs
StatePublished - Jan 1 1996
Externally publishedYes

Fingerprint

Automation
Crystallization
Temperature

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2 : Eine fallstudie. / Locher, Georg; Bakshi, Bhavik; Stephanopoulos, George; Stephanopoulos, Gregory; Schügerl, Karl.

In: At-Automatisierungstechnik, Vol. 44, No. 3, 01.01.1996, p. 138-145.

Research output: Contribution to journalArticle

Locher, Georg ; Bakshi, Bhavik ; Stephanopoulos, George ; Stephanopoulos, Gregory ; Schügerl, Karl. / Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2 : Eine fallstudie. In: At-Automatisierungstechnik. 1996 ; Vol. 44, No. 3. pp. 138-145.
@article{aff4318e52654054ab4a80403309d2bd,
title = "Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2: Eine fallstudie",
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",
month = "1",
day = "1",
doi = "10.1524/auto.1996.44.3.138",
language = "German",
volume = "44",
pages = "138--145",
journal = "Automatisierungstechnik",
issn = "0178-2312",
publisher = "Oldenbourg Wissenschaftsverlag GmbH",
number = "3",

}

TY - JOUR

T1 - Ein ansatz zur automatischen umwandlung von rohdaten in regehi teil 2

T2 - Eine fallstudie

AU - Locher, Georg

AU - Bakshi, Bhavik

AU - Stephanopoulos, George

AU - Stephanopoulos, Gregory

AU - Schügerl, Karl

PY - 1996/1/1

Y1 - 1996/1/1

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=37849046376&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=37849046376&partnerID=8YFLogxK

U2 - 10.1524/auto.1996.44.3.138

DO - 10.1524/auto.1996.44.3.138

M3 - Article

AN - SCOPUS:37849046376

VL - 44

SP - 138

EP - 145

JO - Automatisierungstechnik

JF - Automatisierungstechnik

SN - 0178-2312

IS - 3

ER -