Batch Processes : Statistical Learning, Monitoring and Understanding - Jos&#233 M. Gonz&#225lez-Mart&#237nez

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Batch Processes

Name: Batch Processes
Brand: Wiley-VCH
Price: 163.75 AUD
Availability: PreOrder

Statistical Learning, Monitoring and Understanding

By: Jos&#233 M. Gonz&#225lez-Mart&#237nez, Jos&#233 Camacho, Joan Borr&#224s-Ferr&#237s, Alberto Ferrer

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Hardcover | 17 June 2026

At a Glance

Hardcover
256 Pages

Dimensions(cm)
240.0 x 170.0 x 170.0

Hardcover

RRP $220.95

$163.75

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Available: 17th June 2026

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An overview of the fundamental principles of batch processes

Batch Processes addresses practical challenges in batch data analysis, with real-world case studies and hands-on MATLAB examples using the MVBatch toolbox bridging theory and practice and demonstrating how LSB methods improve quality, safety, and economic and ecological outcomes across chemical, biotech, and pharmaceutical industries. The book is supported by exercises and free software to enable reader learning.

In Batch Processes, readers will find information on:

Preprocessing, missing data imputation, equalization, synchronization (DTW, RGTW, multisynchro), and multi-phase modeling
Modeling of batch processes with 2-way models, covering cross-validation algorithms and a multi-phase analysis framework
Multivariate statistical process control of batch processes, covering statistical process control in continuous processes, analysis of historical data in batch processes (phase I), and on-line monitoring of batch processes (phase II)
Other applications of LVB methods to batch processes, including soft-sensors and optimization

Batch Processes is an essential guide for professionals in chemical, biotech, and pharmaceutical industries seeking both foundational knowledge and advanced techniques in batch processes and data analysis.

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