Automation for Food Engineering: Food Quality Quantization and Process Control: Contemporary Food Science
Autor Yanbo Huang, A. Dale Whittaker, Ronald E. Laceyen Limba Engleză Hardback – 28 iun 2001
The book discusses advanced techniques, such as medical imaging, mathematical analysis, and statistical modeling, which have proven successful in food engineering. The authors use the characteristics of food processes to describe concepts, and they employ data from food engineering applications to explain the methods. To aid in the comprehension of technical information, they provide real-world examples and case studies from food engineering projects.
The material covers the frameworks, techniques, designs, algorithms, tests and implementation of data acquisition, analysis, modeling, prediction, and control in automation for food engineering. It demonstrates the techniques for automation of food engineering, and helps you in the development of techniques for your own applications. Automation for Food Engineering: Food Quality Quantization and Process Control is the first and only book that gives a systematical study and summary about concepts, principles, methods, and practices in food quality quantization and process control.
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Specificații
ISBN-13: 9780849322303
ISBN-10: 0849322308
Pagini: 240
Ilustrații: 100 b/w images, 34 tables and 299 equations
Dimensiuni: 156 x 234 x 18 mm
Greutate: 0.6 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Contemporary Food Science
ISBN-10: 0849322308
Pagini: 240
Ilustrații: 100 b/w images, 34 tables and 299 equations
Dimensiuni: 156 x 234 x 18 mm
Greutate: 0.6 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Contemporary Food Science
Public țintă
ProfessionalCuprins
INTRODUCTION. Food Quality: A Primary Concern of Food Industry. Automated Evaluation of Food Quality. Food Quality Quantization and Process Control. Typical Problems in Food Quality Evaluation and Process Control. How to Learn the Technologies. DATA ACQUISITION. Sampling. Concepts and Systems for Data Acquisition. Image Acquisition. DATA ANALYSIS. Data Pre-Processing. Data Analysis. Image Processing. MODELING. Modeling Strategy. Linear Statistical Modeling. ANN Modeling. PREDICTION. Prediction and Classification. One-Step-Ahead Prediction. Multiple-Step-Ahead Prediction. CONTROL. Process Control. Internal Model Control. Predictive Control. SYSTEMS INTEGRATION. Food Quality Quantization Systems Integration. Food Quality Process Control Systems Integration. Food Quality Quantization and Process Control Systems Development. Concluding Remarks.
Notă biografică
Yanbo Huang, A. Dale Whittaker, Ronald E. Lacey
Descriere
Automation for Food Engineering introduces the frameworks, methods, designs, algorithms, tests, and implementation of data acquisition, analysis, modeling, prediction, and control in automation for food engineering. Using numerous examples and case studies from food engineering projects, the book introduces basic methods systematically and describes advanced techniques, such as medical imaging, mathematical analysis, and statistical modeling, which have proven successful in food engineering. The authors use the characteristics of food processes to describe concepts and employ data from food engineering applications to explain the methods.