Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Modelling and Optimization of Biotechnological Processes

Modelling and Optimization of Biotechnological Processes

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783540306344
Condition
New
Product Description

Mostindustrialbiotechnologicalprocessesareoperatedempirically.Oneofthe major di?culties of applying advanced control theories is the highly nonlinear nature of the processes. This book examines approaches based on arti?cial intelligencemethods,inparticular,geneticalgorithmsandneuralnetworks,for monitoring, modelling and optimization of fed-batch fermentation processes. The main aim of a process control is to maximize the ?nal product with minimum development and production costs. This book is interdisciplinary in nature, combining topics from biotechn- ogy, arti?cial intelligence, system identi?cation, process monitoring, process modelling and optimal control. Both simulation and experimental validation are performed in this study to demonstrate the suitability and feasibility of proposed methodologies. An online biomass sensor is constructed using a - current neural network for predicting the biomass concentration online with only three measurements (dissolved oxygen, volume and feed rate). Results show that the proposed sensor is comparable or even superior to other sensors proposed in the literature that use more than three measurements. Biote- nological processes are modelled by cascading two recurrent neural networks. It is found that neural models are able to describe the processes with high accuracy. Optimization of the ?nal product is achieved using modi?ed genetic algorithms to determine optimal feed rate pro?les. Experimental results of the corresponding production yields demonstrate that genetic algorithms are powerful tools for optimization of highly nonlinear systems. Moreover, a c- bination of recurrentneural networks and genetic algorithms provides a useful and cost-e?ective methodology for optimizing biotechnological processes.

Available Colors
Available Sizes
1 Offer Price Range: $84.99 - $84.99
BEST PRICE

Single Product Purchase

$84.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$84.99 $84.99

$84.99
See Site In stock Visit Store

Similar Products

Metamathematics of Fuzzy Logic

$219.99

Physik der Halbleiterbauelemente

$54.99

Brain, Mind and Medicine:

$169.99

Acoustical Imaging

$129.00

Fatigue and Fracture Mechanics of High Risk Parts

$129.00

Advanced R

$34.99

Management Basics

$49.99

Progress in Drug Research / Fortschritte der Arzneimittelforschung / Progrs des recherches pharmace

$54.99

Beitrge zum Finanz-, Rechnungs- und Bankwesen

$79.99

Entscheidung bei partieller Information

$59.99

DSP for MATLAB and LabVIEW I

$37.33

Complications in Bariatric Surgery

$139.99

South Asian Crisis

$39.99

Dynamical Systems IV

$199.99

bungsbuch zur Linearen Algebra

$29.99

Ethik der Biogerontologie

$49.99

Allyn Young

$39.99

Control Problems in Industry

$84.99

Der Bernstein und Seine Einschlsse

$79.99

Was wird aus dem Vlkerbund?

$59.99

Industrial Networks and Intelligent Systems

$54.99

Umweltfreundliche ffentliche Beschaffung

$109.00

Functional Thin Films and Nanostructures for Sensors

$109.99

Transitional Justice

$54.99

War, Peace and the Military

$139.99

Data-Driven Design of Fault Diagnosis Systems

$79.99

The Science of String Instruments

$109.00

Listening to Music

$54.99

Crime, Disorder and Symbolic Violence

$54.99

Advances and Technical Standards in Neurosurgery

$44.99

Die Zukunft gibt es nur einmal!

$49.99

Web and Big Data

$169.00

Machine Tool Metrology

$249.99

Der verzagte Staat Policy-Analysen

$59.99

The Evolution of Hominin Diets

$119.00

Rural Protest

$74.99

Extreme Sports, Extreme Bodies

$84.99

Cryptographic Hardware and Embedded Systems CHES 2017

$109.99

A Social History of Museums

$54.99

Marvel Comictivity #1: Greatest Heroes Unite

$8.24