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huang yanbo; whittaker a. dale; lacey ronald e. - automation for food engineering

Automation for Food Engineering Food Quality Quantization and Process Control

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

CRC Press

Pubblicazione: 06/2001
Edizione: 1° edizione





Note Editore

In the past ten years electronics and computer technologies have significantly pushed forward the progress of automation in the food industry. The application of these technologies to automation for food engineering will produce more nutritious, better quality, and safer items for consumers. Automation for Food Engineering: Food Quality Quantization and Process Control explores the usage of advanced methods, such as wavelet analysis and artificial neural networks, to automated food quality evaluation and process control. It introduces novel system prototypes, such as machine vision, elastography, and the electronic nose, for food quality measurement, analysis, and prediction. 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.




Sommario

IntroductionFood Quality: A Primary Concern of Food IndustryAutomated Evaluation of Food QualityFood Quality Quantization and Process ControlTypical Problems in Food Quality Evaluation and Process ControlHow to Learn the TechnologiesData AcquisitionSamplingConcepts and Systems for Data AcquisitionImage AcquisitionData AnalysisData Pre-ProcessingData AnalysisImage ProcessingModelingModeling StrategyLinear Statistical ModelingANN ModelingPredictionPrediction and ClassificationOne-Step-Ahead PredictionMultiple-Step-Ahead PredictionControlProcess ControlInternal Model ControlPredictive ControlSystems IntegrationFood Quality Quantization Systems IntegrationFood Quality Process Control Systems IntegrationFood Quality Quantization and Process Control Systems DevelopmentConcluding Remarks










Altre Informazioni

ISBN:

9780849322303

Condizione: Nuovo
Collana: Contemporary Food Science
Dimensioni: 9.25 x 6.25 in Ø 1.09 lb
Formato: Copertina rigida
Illustration Notes:100 b/w images, 34 tables and 299 equations
Pagine Arabe: 240


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