<b>The use of multilayer perceptron artificial neural networks for the classification of ethanol samples by commercialization region

Samples of automotive ethanol, marketed in the northern and eastern regions of the state of Paraná, Brazil, underwent physical and chemical tests. Rates were assessed by Multilayer Perceptron (MLP) neural network for classification. For network training, two hundred epochs, a 0.05 learning rate and...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Acta Scientiarum: Technology
المؤلفون الرئيسيون:	Érica Signori Romagnoli, Lívia Ramazzoti Chanan Silva, Karina Gomes Angilelli, Bruna Aparecida Denobi Ferreira, Aline Regina Walkoff, Dionisio Borsato
التنسيق:	مقال
اللغة:	البرتغالية
منشور في:	Universidade Estadual de Maringá 2016-04-01
الموضوعات:	biofuel backpropagation hidden layer training
الوصول للمادة أونلاين:	http://periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/27597

مواد مشابهة

Application Self-organizing Map Type in a Study of the Profile of Gasoline C Commercialized in the Eastern and Northern Parana Regions
حسب: Lívia Ramazzoti Chanan Silva, وآخرون
منشور في: (2015-06-01)

<b>Modelling of relative protection factor of antioxidants TBHQ, BHT and BHA in mixture with biodiesel
حسب: Elisangêla Tavares Silva, وآخرون
منشور في: (2018-04-01)

Profile of the biodiesel B100 commercialized in the region of Londrina: application of artificial neural networks of the type self organizing maps
حسب: Vilson Machado de Campos Filho, وآخرون
منشور في: (2015-10-01)

<b>Evaluation of the kinetic and thermodynamic parameters of oxidation reaction in biodiesel from a quaternary mixture of raw material
حسب: Karina Gomes Angilelli, وآخرون
منشور في: (2017-05-01)

Self-Organizing Maps Neural Networks Applied to the Classification of Ethanol Samples According to the Region of Commercialization
حسب: Aline Regina Walkoff, وآخرون
منشور في: (2017-10-01)

Multilayer perceptron artificial neural network for the prediction of heating value of municipal solid waste
حسب: Obafemi O. Olatunji, وآخرون
منشور في: (2019-12-01)

Klasifikasi Kualitas Biji Kopi Menggunakan MultilayerPerceptron Berbasis Fitur Warna LCH
حسب: Ilhamsyah Ilhamsyah, وآخرون
منشور في: (2021-12-01)

Real and Imaginary Impedance Prediction of Ni-P Composite Coating for Additive Manufacturing Steel via Multilayer Perceptron
حسب: Mohammad Fakhratul Ridwan Zulkifli, وآخرون
منشور في: (2022-08-01)

The Impact of Learning rate on Backpropagation Algorithm in Matlab
حسب: Abdul Ghafoor Shaikh, وآخرون
منشور في: (2023-12-01)

The Formula Study in Determining the Best Number of Neurons in Neural Network Backpropagation Architecture with Three Hidden Layers
حسب: Syaharuddin Syaharuddin, وآخرون
منشور في: (2022-06-01)

Study of Transmission Line Boundary Protection Using a Multilayer Perceptron Neural Network with Back Propagation and Wavelet Transform
حسب: Daniel Okojie, وآخرون
منشور في: (2021-11-01)

Prediksi Tinggi Permukaan Air Waduk Menggunakan Artificial Neural Network Berbasis Sliding Window
حسب: Dwi Kartini, وآخرون
منشور في: (2021-02-01)

All-optical in vivo photoacoustic tomography by adaptive multilayer acoustic backpropagation
حسب: Taeil Yoon, وآخرون
منشور في: (2025-10-01)

Prospective technologies, feedstocks and market innovations for ethanol and biodiesel production in the US
حسب: Jadwiga R. Ziolkowska
منشور في: (2014-12-01)

THE INFLUENCE OF THE FILM FORMED ON THE PRATO CHEESE SURFACE DURING THE NACL AND KCL SALTING PROCESS: APPLICATION OF THE FINITE ELEMENT METHOD AND NEURAL NETWORKS OF THE SELF-ORGANIZING MAP (SOM) AND MULTILAYER PERCEPTRON (MLP) TYPES
حسب: Dionisio Borsato, وآخرون
منشور في: (2022-08-01)

Perceptron: Learning, Generalization, Model Selection, Fault Tolerance, and Role in the Deep Learning Era
حسب: Ke-Lin Du, وآخرون
منشور في: (2022-12-01)

Investigation of the impact of natural antioxidants found in coffee leaves, yerba mate, and jambolan pulp on the induction period and rate constant of biodiesel oxidation reaction in the presence of metallic ions
حسب: Isadora G. Branco, وآخرون
منشور في: (2025-02-01)

Converting Sugars to Biofuels: Ethanol and Beyond
حسب: Aram Kang, وآخرون
منشور في: (2015-10-01)

Valorization of sunflower meal through the production of ethanol from the hemicellulosic fraction
حسب: Bruna Tavares, وآخرون

A comparative study of GERIPA ethanol with other fuels
حسب: Geraldo Lombardi, وآخرون
منشور في: (2009-05-01)

A review on commercial-scale high-value products that can be produced alongside cellulosic ethanol
حسب: Oscar Rosales-Calderon, وآخرون
منشور في: (2019-10-01)

Multilayer perceptron for face recognition
حسب: Ričardas Toliušis, وآخرون
منشور في: (2017-12-01)

Penerapan Neural Network untuk Klasifkasi Kerusakan Mutu Tomat
حسب: Zilvanhisna Emka Fitri, وآخرون
منشور في: (2020-05-01)

Klasifikasi Massa pada Citra Mammogram Berdasarkan Gray Level Cooccurence Matrix (GLCM)
حسب: Refta Listia, وآخرون
منشور في: (2014-01-01)

IDENTIFYING THREATS IN COMPUTER NETWORK BASED ON MULTILAYER NEURAL NETWORK
حسب: I. V. Zhukovyts’kyy, وآخرون
منشور في: (2018-04-01)

Training Multilayer Neural Network Based on Optimal Control Theory for Limited Computational Resources
حسب: Ali Najem Alkawaz, وآخرون
منشور في: (2023-02-01)

Effectiveness of Tannin Removal by Alkaline Pretreatment on Sorghum Ethanol Production
حسب: Franco Foglia, وآخرون
منشور في: (2022-06-01)

Multilayer Incremental Hybrid Cost-Sensitive Extreme Learning Machine With Multiple Hidden Output Matrix and Subnetwork Hidden Nodes
حسب: Di Wu, وآخرون
منشور في: (2019-01-01)

Multilayer Perceptron for analyzing satellite data
حسب: Raed Shadfan
منشور في: (2011-12-01)

Multilayer Perceptron: Architecture Optimization and Training
حسب: Hassan Ramchoun, وآخرون
منشور في: (2016-09-01)

Quaternionic Multilayer Perceptron with Local Analyticity
حسب: Nobuyuki Matsui, وآخرون
منشور في: (2012-11-01)

Attention Multilayer Perceptron Fusion Network
حسب: Yuhua Wang, وآخرون
منشور في: (2023-01-01)

Aplicação do delineamento simplex-centroide no estudo da cinética da oxidação de biodiesel B100 em mistura com antioxidantes sintéticos The simplex-centroid design applied to study of the kinetics of the oxidation of B100 biodiesel in blend with synthetic antioxidants
حسب: Dionísio Borsato, وآخرون
منشور في: (2010-01-01)

Ethanol Blending in Petrol: Current Status and Prospects in India
حسب: Madhurjya Saikia, وآخرون
منشور في: (2024-01-01)

Potential of Saccharine Substrates for Ethanol Production
حسب: Maria do Socorro Mascarenhas Santos, وآخرون
منشور في: (2018-01-01)

Application of Neural Network Variations for Determining the Best Architecture for Data Prediction
حسب: Mochamad Wahyudi, وآخرون
منشور في: (2022-10-01)

Sweet sorghum: broth clarification with enzymatic treatment increases the quality of the fermentation wort for ethanol production
حسب: Osania Emerenciano Ferreira, وآخرون
منشور في: (2021-12-01)

APPLICATION OF THE BACKPROPAGATION METHOD TO PREDICT RAINFALL IN NORTH SUMATRA PROVINCE
حسب: Rinjani Cyra Nabila, وآخرون
منشور في: (2023-04-01)

Implementasi Algoritma Backpropagation Prediksi Kegagalan Siswa Pada Mata Pelajaran Matematika
حسب: Melladia Melladia, وآخرون
منشور في: (2018-12-01)

Comparison of support vector machine and backpropagation models in forecasting the number of foreign tourists in Bali province
حسب: Imelda Alvionita Tarigan, وآخرون
منشور في: (2021-04-01)