portada Data Mining and Knowledge Discovery for Process Monitoring and Control (en Inglés)

Data Mining and Knowledge Discovery for Process Monitoring and Control (en Inglés)

Formato

Libro Físico

Autor

Xue Z. Wang

Editorial

Springer

Idioma

Inglés

N° páginas

251

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x1.5 cm

Peso

0.39 kg.

ISBN13

9781447111375

Categorías

Manufactura asistida por ordenador (cam)
Ingeniería eléctrica
Diseño asistido por ordenador (cad)
Jardinería

Data Mining and Knowledge Discovery for Process Monitoring and Control (en Inglés)

Xue Z. Wang (Autor) · Springer · Tapa Blanda

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Reseña del libro "Data Mining and Knowledge Discovery for Process Monitoring and Control (en Inglés)"

Modern computer-based control systems are able to collect a large amount of information, display it to operators and store it in databases but the interpretation of the data and the subsequent decision making relies mainly on operators with little computer support. This book introduces developments in automatic analysis and interpretation of process-operational data both in real-time and over the operational history, and describes new concepts and methodologies for developing intelligent, state space-based systems for process monitoring, control and diagnosis. The book brings together new methods and algorithms from process monitoring and control, data mining and knowledge discovery, artificial intelligence, pattern recognition, and causal relationship discovery, as well as signal processing. It also provides a framework for integrating plant operators and supervisors into the design of process monitoring and control systems.