Prozeßidentifikation: Identifikation Und Parameterschätzung Dynamischer Prozesse Mit Diskreten Signalen

Name: Prozeßidentifikation: Identifikation Und Parameterschätzung Dynamischer Prozesse Mit Diskreten Signalen
Brand: Springer
SKU: 9783540069119
Price: 3776.0 INR
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by R. Isermann

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ISBN13: 9783540069119
Binding: Paperback
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: October 8, 1974
Pages: 190
Original Price: EUR 51.39
Language: German
Edition: N/A
Item Weight: 332 grams
BISAC Subject(s): Engineering (General)

About The Book

IV In diesem Band werden deshalb Identifikations- und Parameterschatz- methoden behandelt, die fUr die Auswertung mittels Digitalrechner (bzw. ProzeBrechner) besonders geeignet sind und die fUr relativ groBe Klassen von teahnisahen, bioZogisahen, okonomisahen und oko- Zogisahen Ppoaessen angewendet werden konnen. Nach einigen grundsatzlichen Bemerkungen Uber die theoretischen und experimentellen Verfahren der ModeZZgewinnung und ihre Wechselwir- kungen werden in Kapitel 1 die Aufgaben der ProzeBidentifikation be- schrieben. Es schlieBt sich eine KZassifikation dep Identifikations- vepfahpen an, mit der sich die vielfaltigen Verfahren Ubersichtlich ordnen lassen. Da die Identifikationsverfahren wegen des Einsatzes von Digitalrech- nern hauptsachlich in der Form fUr aeitdiskpete (abgetasteteJ SignaZe interessieren, sind in Kapitel 2 einige grundlegende Beziehungen de- terminierter und stochastischer zeitdiskreter Signale und Prozesse zusammengestellt. Die weitere Unterteilung des Stoffes richtet sich nach der Form des resultierenden mathematischen Modells. Teil A behandelt die fUr die Identifikation von nichtparametrischen Modellen (Gewichtsfunktionen, Korrelationsfunktionen) wichtigen KoppeZationsvepfahpen und die zu- gehorigen Testsignale. In Teil B werden Identifikationsverfahren fUr parametrische Modelle (Differenzengleichungen, z-Ubertragungsfunktio- nen) dargestellt, die ausnahmslos Parameterschatzverfahren sind. Es wird mit der einfachsten, grundlegenden Methode dep kZeinsten Quad- pate begonnen, die zunachst fUr statische und dann fUr dynamische Pro- zesse formuliert wird. Dabei werden sowohl nichtrekursive als auch rekursive Schatzgleichungen angegeben. Die Behandlung der Parameter- schatzung mit Hilfe der stochastischen Parameteroptimierung fUhrt dann zur (rekursiven) Methode der stoahastisahen Apppoximation.

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