Artificial neural networks in chemical engineering / Angelo Basile, Marjan Alavi, and Stefano Curcio, editors.
Material type:
TextSeries: Chemical engineering methods and technologyPublisher: New York : Nova Science Publishers, [2017]Publisher: ©2017Description: x, 265 pages : illustrations ; 26 cmContent type: - text
- unmediated
- volume
- 9781536118445
- 1536118443 (hardcover)
- TP184 .A78 2017
| Item type | Current library | Call number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|
| Books - Printed | PERPUSTAKAAN GUNASAMA HAB PENDIDIKAN TINGGI PAGOH Main Library General | TP184 .A78 2017 (Browse shelf(Opens below)) | Available | 0000005756 | ||
| Books - Printed | PERPUSTAKAAN GUNASAMA HAB PENDIDIKAN TINGGI PAGOH Main Library General | TP184 .A78 2017 (Browse shelf(Opens below)) | Available | 0000005757 |
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| TP168 .R49 2002 Handbook of chemical and environmental engineering calculations / | TP168 .S52 2008 Problem solving in chemical and biochemical engineering with Polymath, Excel and Matlab / | TP183.F6 .P64 2004 Polymeric foams : mechanisms and materials / | TP184 .A78 2017 Artificial neural networks in chemical engineering / | TP184 .A78 2017 Artificial neural networks in chemical engineering / | TP184 .G42 2012 Computer methods in chemical engineering / | TP184 .Y46 2018 Chemical engineering computation with MATLAB / |
Includes bibliographical references and index.
An Overview on Artificial Neural Networks: The Characteristics and Applications; Abstract; 1. Introduction; 1.1. A Brief History of ANN; 2. Computational Models of Neurons; 3. Creation of an ANN Model; 3.1. Data Collection; 3.2. Creating the Network; 3.3. Training the Network; 3.4. Validating the Network; 3.4.1. Early Stopping; 3.4.2. Regularization; 4. Application of ANN in Chemical Engineering; 4.1. Oil and Gas Industry; 4.2. Chemical Reaction Engineering; 4.3. Wastewater Treatment; 5. Conclusion; Nomenclature; Acronym; References.
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