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Artificial neural networks : new research /
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Nova Science Publishers, Inc.,
[2017]
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| Colección: | Computer science, technology and applications.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Preface; Applications of Artificial Neural Networks in Chemical Engineering; Abstract; Artificial Neural Networks; Artificial and Biological Neural Networks; Biological Neuron; Analogy between Artificial and Biological Neurons; Artificial Neuron; Perceptrons; Comparison of the Biological and Artificial Neural Networks; Learning; Division of Artificial Neural Networks; Application of ANN; The Application of ANN in Chemical Engineering; Application of Artificial Neural Networks in Pharmaceutical Research; Application of Artificial Neural Network for Extraction Processes.
- Application of Artificial Neural Network for Adsorption ProcessesApplication of Artificial Neural Networks; in Chemistry; Conclusion; Acknowledgments; References; Biographical Sketch; Applications of Artificial Neural Networks in Chemistry and Chemical Engineering; Abstract; Introduction; Applications of Artificial Neural Networks in Chemical Engineering; Lengthy Response or Unavailability of Physical Sensors; Multipurpose Processes; Advanced Control, Faults Detection and Diagnosis, and Safety; Applications of Artificial Neural Networks in Chemical and Related Areas; Data Reduction.
- Overlapped Signal ResolutionExperimental Design and Response Surface; Modeling; Pattern Recognition; Multivariate Calibration Method; Conclusion; Acknowledgments; References; Applications of Artificial Neural Networks to Energy and Buildings; Abstract; Foreword; Feedforward Neural Network: Learning Process; Analysis of the Artificial Neural Network Applications in Energy and Buildings; Artificial Neural Network Applications; Buildings and Energy Plants; Renewable Energy Sources; Indoor Thermal Conditions; Outdoor Conditions; Other Applications; Conclusion; References.
- Applications of Artificial Neural Network to Predict Biodiesel Fuel Properties from Fatty Acid ConstituentsAbstract; 1. Introduction; 2. Materials and Methods; 2.1. Data Collection and Selection; 2.2. Modification of Fatty Acids; 2.3. ANN Components and Architecture; 2.4. ANN Modelling; 2.4.1. Modeled Parameters; 2.4.2. ANN Training; 3. Result and Discussion; 3.1. Cetane Number Prediction; 3.2. Kinematic Viscosity Prediction; 3.3. Flash Point Prediction; 3.4. Density Prediction; Appendix; References; Applications of ANN Methods for Solar Radiation Estimation; Abstract; 1. Introduction.
- 2. Meteorological Data Base3. Artificial Neural Network (ANN); 4. Accuracy Estimation; 5. First Study: Determination of Horizontal Global Solar Irradiation from Other Meteorological Data; 6. Second Study: Conversion of Horizontal Global Solar Irradiation into Tilted One; Conclusion; Acknowledgement; References; Biographical Sketches; The Use of In Silico Methods to Design and Evaluate Skin UV Filters; Abstract; Introduction; Artificial Neural Networks (ANNs); Data Selection; External Model Validation; Conclusion; References.