Viviana Cocco Mariani

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências Exatas e da Terra
Área de atuação: Matemática

Publicações

Total: 608

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Cristina Keiko YAMAGUCHI		Ciências Sociais Aplicadas	Administração
José Donizetti De LIMA		Ciências Exatas e da Terra	Matemática
Linnyer Beatrys Ruiz AYLON		Outros	Microeletrônica
Maria Teresinha Arns STEINER		Engenharias	Engenharia de Produção
Rodrigo Clemente Thom De SOUZA		Ciências Exatas e da Terra	Ciência da Computação
Sergio SCHEER		Ciências Exatas e da Terra	Ciência da Computação
Valderi Reis Quietinho LEITHARDT		Ciências Exatas e da Terra	Ciência da Computação
Wesley Vieira Da SILVA		Ciências Sociais Aplicadas	Economia

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 13

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1994	1996	1997	1998	1999	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026	2027
2210 · Mechanical Engineering	0	0	2	0	0	1	1	0	3	5	8	9	6	5	10	8	9	9	4	0	6	9	3	6	2	5	1	5	0	3	0	0
1702 · Artificial Intelligence	0	0	0	0	0	0	0	4	4	0	2	0	1	1	4	3	5	5	8	4	1	7	4	7	8	9	3	7	1	8	3	0
1507 · Fluid Flow and Transfer Processes	0	0	0	0	0	0	2	1	2	1	3	6	13	3	5	2	4	5	2	5	2	0	2	1	4	2	0	0	0	0	0	0
1706 · Computer Science Applications	0	0	0	0	1	0	1	2	0	1	3	4	0	0	0	1	0	2	0	1	0	0	3	1	0	4	0	1	2	3	2	0
1803 · Management Science and Operations Research	0	0	0	0	0	0	0	1	0	1	2	2	0	1	0	2	1	1	0	0	0	0	0	1	4	3	4	3	1	3	1	0
2102 · Energy Engineering and Power Technology	0	0	0	0	0	0	0	0	0	1	1	0	2	0	0	0	1	1	1	0	2	1	1	1	4	0	1	2	7	1	1	1
2612 · Numerical Analysis	0	1	3	1	0	0	0	4	4	1	0	5	1	2	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0
2606 · Control and Optimization	0	0	0	0	0	0	0	1	0	2	2	0	1	1	5	1	3	1	2	0	0	0	0	0	0	0	0	0	0	0	0	0
1508 · Process Chemistry and Technology	0	0	0	0	0	0	0	0	0	0	6	1	2	1	1	0	0	0	0	0	0	0	2	0	0	0	0	0	2	1	1	0
2604 · Applied Mathematics	0	1	0	0	0	0	1	1	1	6	1	2	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	0	0	0	2	0	2	1	0	1	1	0	0	0	0	0	0	0	1	0	0	2	1	1	1	0	0	0	0
2207 · Control and Systems Engineering	0	0	0	0	1	0	0	0	1	0	2	0	0	1	2	0	0	0	0	2	0	0	0	1	0	0	1	2	0	0	0	0
2605 · Computational Mathematics	0	1	2	0	0	0	0	0	1	1	0	0	0	2	1	1	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0
2201 · Engineering (miscellaneous)	0	0	0	0	0	0	0	0	1	4	1	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	1	0	0	0	0
2208 · Electrical and Electronic Engineering	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	3	0	2	1	0	0	1	1	1	0
2105 · Renewable Energy; Sustainability and the Environment	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	1	2	0	2	0	0
1106 · Food Science	0	0	0	0	0	0	0	0	0	1	1	0	0	2	0	0	1	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0
3101 · Physics and Astronomy (miscellaneous)	0	0	0	0	0	0	0	0	0	1	2	0	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2601 · Mathematics (miscellaneous)	2	0	0	0	0	0	1	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1705 · Computer Networks and Communications	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	1	0	0	0	0	0	1	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	2	0	0	1	0
2204 · Biomedical Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	0	0	1	0	0	0	0
2206 · Computational Mechanics	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1102 · Agronomy and Crop Science	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0
1103 · Animal Science and Zoology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	0	0	0	0
2209 · Industrial and Manufacturing Engineering	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0
2103 · Fuel Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0
2205 · Civil and Structural Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0
2611 · Modeling and Simulation	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	2	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
1314 · Physiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0
1501 · Chemical Engineering (miscellaneous)	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1506 · Filtration and Separation	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1700 · General Computer Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
1000 · Multidisciplinary	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
1607 · Spectroscopy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
2002 · Economics and Econometrics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
2100 · General Energy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
2203 · Automotive Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
2305 · Environmental Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2600 · General Mathematics	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2613 · Statistics and Probability	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2713 · Epidemiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
2741 · Radiology; Nuclear Medicine and Imaging	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
3205 · Experimental and Cognitive Psychology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
3310 · Linguistics and Language	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2025	Artigo em periódico	Deep Learning Approach for Automatic Heartbeat Classification Guerra Roger De T; Yamaguchi Cristina K; Stefenon Stefano F; Coelho Leandro Dos S; Viviana Cocco MARIANI SENSORS DOI 10.3390/s25051400 ISSN 1424-8220	PS Artificial Intelligence
2025	Artigo em periódico	Critical Extraction Parameters for Maximizing Oil Yield from Spent Coffee Grounds Krinski Ingryd MAYER; Leite Vinícius REISDORFER; Luis Mauro MOURA; Viviana Cocco MARIANI Energies DOI 10.3390/en18061346 ISSN 1996-1073	PS Fuel Technology
2025	Artigo em periódico	Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants Stefenon Stefano FRIZZO; Seman Laio ORIEL; Yamaguchi Cristina KEIKO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI et al IEEE Access DOI 10.1109/access.2025.3554446 ISSN 2169-3536	SH Management Science and Operations Research
2025	Artigo em periódico	Peak in-cylinder pressure virtual sensor based on hybrid modeling framework Tessaro IRON; Hultmann Ayala Helon VICENTE; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO ENERGY DOI 10.1016/j.energy.2025.136027 ISSN 0360-5442	PS Mechanical Engineering
2025	Artigo em periódico	Wind speed forecasting approach using conformal prediction and feature importance selection Zuege Cesar VINICIUS; Stefenon Stefano FRIZZO; Yamaguchi Cristina KEIKO; Viviana Cocco MARIANI; Gonzalez Gabriel VILLARRUBIA et al INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2025.110700 ISSN 0142-0615	PS Energy Engineering and Power Technology
2025	Artigo em periódico	Novel engine fault diagnosis framework based on machine learning and MiniRocket feature extraction using mmulti-correlation feature selection and predictive power score De Azevedo Takara LUCAS; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2025.128662 ISSN 0957-4174	PS Computer Science Applications
2025	Artigo em periódico	Evaluation of the Economic Viability of Essential Oil Production from Spent Coffee Grounds Ingryd Mayer KRINSKI; José Donizetti De LIMA; Vinícius Reisdorfer LEITE; Viviana Cocco MARIANI; Luis Mauro MOURA GESTÃO & PRODUÇÃO DOI 10.1590/1806-9649-2025v32e3125 ISSN 1806-9649	SH Economics and Econometrics
2025	Artigo em periódico	Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN Aquino Luiza SCAPINELLO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Stefenon Stefano FRIZZO et al IEEE Access DOI 10.1109/access.2025.3586997 ISSN 2169-3536	PS Renewable Energy; Sustainability and the Environment
2025	Artigo em periódico	Fault Detection in Power Distribution Systems Using Sensor Data and Hybrid YOLO with Adaptive Context Refinement Scapinello Aquino LUIZA; Rodrigues Agottani Luis FERNANDO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO et al Applied Sciences-Basel DOI 10.3390/app15169186 ISSN 2076-3417	PS Electrical and Electronic Engineering
2025	Artigo em periódico	Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network Seman Laio ORIEL; Aquino Luiza SCAPINELLO; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Viviana Cocco MARIANI et al COMPUTERS & INDUSTRIAL ENGINEERING DOI 10.1016/j.cie.2025.111412 ISSN 0360-8352	PS Computer Science Applications
2025	Artigo em periódico	Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models Seman Laio ORIEL; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI RENEWABLE ENERGY DOI 10.1016/j.renene.2025.124738 ISSN 0960-1481	PS Renewable Energy; Sustainability and the Environment
2025	Artigo em periódico	Influence of temperature on kinetics and moisture diffusion during convective drying of spent coffee grounds Leite Vinícius REISDORFER; Krinski Ingryd MAYER; Linero Helena CAMARGO; Viviana Cocco MARIANI; Luis Mauro MOURA Thermal Science And Engineering Progress DOI 10.1016/j.tsep.2025.104293 ISSN 2451-9049	PS Process Chemistry and Technology
2024	Trabalho em evento	Kinetics and thermodynamics of oil extraction from spent coffee grounds using ethanol as solvent Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Stephan Hennings OCH; Isabelle Therezinha SIMÃO; Viviana Cocco MARIANI 2024 International Symposium on Power Electronics; Electrical Drives; Automation and Motion (SPEEDAM)	PS Process Chemistry and Technology
2024	Trabalho em evento	Deep Learning-Based Probabilistic Forecasting of Household Energy Consumption in Smart Grids Lucas De Azevedo TAKARA; Luis Fernando Rodrigues AGOTTANI; Cesar Vinicius ZUGE; Wendel Rafael De Souza CHAVES; Leandro Dos Santos COELHO et al IEEE PES ISGT Europe 2024 DOI 10.1109/ISGTEUROPE62998.2024.10863218	PS Energy Engineering and Power Technology
2024	Trabalho em evento	A semi-supervised anomaly detection approach applied to solar energy generation Luis Fernando Rodrigues AGOTTANI; Reginaldo FERREIRA; Rafael Sapia TEIXEIRA; Lucas Roveroni De LIMA; Leandro Dos Santos COELHO et al IEEE PES ISGT Europe 2024 DOI 10.1109/ISGTEUROPE62998.2024.10863710	PS Computer Science Applications
2024	Trabalho em evento	Multi-step ahead wind power forecasting based on N-BEATS model Luis Fernando Rodrigues AGOTTANI; Matheus Melara GIRARDI; Wendel Rafael De Souza CHAVES; Takara Lucas De AZEVEDO; Leandro Dos Santos COELHO et al IEEE PES ISGT Europe 2024 DOI 10.1109/ISGTEUROPE62998.2024.10863789	PS Energy Engineering and Power Technology
2024	Trabalho em evento	FTIR analysis of oil extracted from spent coffee grounds using ethanol and hexane as solvent for the biodiesel production Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Viviana Cocco MARIANI; Luís Mauro MOURA 41º Congresso Brasileiro de Sistemas Particulados	PS Spectroscopy
2024	Trabalho em evento	Signal Decomposition and Stacking-Ensemble Learning Approaches Applied to Time Series Forecasting Ramon G SILVA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO LVI Simpósio Brasileiro de Pesquisa Operacional.	SH Management Science and Operations Research
2024	Trabalho em evento	The extraction kinetics of oil from spent coffee grounds using hexane as solvent Ingryd Mayer KRINSKI; Luís Mauro MOURA; Viviana Cocco MARIANI 20th Brazilian Congress of Thermal Sciences and Engineering	PS Process Chemistry and Technology
2024	Artigo em periódico	CO and NOx emissions prediction in gas turbine using a novel modeling pipeline based on the combination of deep forest regressor and feature engineering Leandro Dos Santos COELHO; Helon Vicente HULTMANN; Viviana Cocco MARIANI FUEL DOI 10.1016/j.fuel.2023.129366 ISSN 0016-2361	PS Energy Engineering and Power Technology
2024	Artigo em periódico	Deep reinforcement learning applied to a sparse-reward trading environment with intraday data Takara Lucas De AZEVEDO; Santos André Alves PORTELA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2023.121897 ISSN 0957-4174	PS General Computer Science
2024	Artigo em periódico	Enhancing wind speed forecasting through synergy of machine learning; singular spectral analysis; and variational mode decomposition Moreno Sinvaldo RODRIGUES; Seman Laio ORIEL; Stefenon Stefano FRIZZO; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI ENERGY DOI 10.1016/j.energy.2024.130493 ISSN 0360-5442	PS Energy Engineering and Power Technology
2024	Artigo em periódico	Random Convolutional Kernel Transform with Empirical Mode Decomposition for Medium Voltage Insulator Classification based on Ultrasound Anne Carolina Rodrigues KLAAR; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO SENSORS DOI 10.3390/s24041113 ISSN 1424-8220	PS Electrical and Electronic Engineering
2024	Artigo em periódico	Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting Stéfano Frizzo STEFENON; Matheus H D M RIBEIRO; Ramon G SILVA; Sinvaldo Rodrigues MORENO; Cristiane CANTON et al APPLIED INTELLIGENCE (DORDRECHT. ONLINE) DOI 10.1007/s10489-024-05331-2 ISSN 1573-7497	PS General Energy
2024	Artigo em periódico	Hypertuned Temporal Fusion Transformer for Multi-Horizon Time Series Forecasting of Dam Level in Hydroelectric Power Plants Stefenon Stéfano FRIZZO; Luiza De Macedo MOURELLE; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2024.109876 ISSN 0142-0615	PS Energy Engineering and Power Technology

2025 Artigo em periódico

PS Artificial Intelligence

Deep Learning Approach for Automatic Heartbeat Classification

SENSORS

Guerra Roger De T; Yamaguchi Cristina K; Stefenon Stefano F; Coelho Leandro Dos S; Viviana Cocco MARIANI

DOI ISSN 1424-8220

2025 Artigo em periódico

PS Fuel Technology

Critical Extraction Parameters for Maximizing Oil Yield from Spent Coffee Grounds

Energies

Krinski Ingryd MAYER; Leite Vinícius REISDORFER; Luis Mauro MOURA; Viviana Cocco MARIANI

DOI ISSN 1996-1073

2025 Artigo em periódico

SH Management Science and Operations Research

Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants

IEEE Access

Stefenon Stefano FRIZZO; Seman Laio ORIEL; Yamaguchi Cristina KEIKO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI et al

DOI ISSN 2169-3536

2025 Artigo em periódico

PS Mechanical Engineering

Peak in-cylinder pressure virtual sensor based on hybrid modeling framework

ENERGY

Tessaro IRON; Hultmann Ayala Helon VICENTE; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO

DOI ISSN 0360-5442

2025 Artigo em periódico

PS Energy Engineering and Power Technology

Wind speed forecasting approach using conformal prediction and feature importance selection

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Zuege Cesar VINICIUS; Stefenon Stefano FRIZZO; Yamaguchi Cristina KEIKO; Viviana Cocco MARIANI; Gonzalez Gabriel VILLARRUBIA et al

DOI ISSN 0142-0615

2025 Artigo em periódico

PS Computer Science Applications

Novel engine fault diagnosis framework based on machine learning and MiniRocket feature extraction using mmulti-correlation feature selection and predictive power score

EXPERT SYSTEMS WITH APPLICATIONS

De Azevedo Takara LUCAS; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO

DOI ISSN 0957-4174

2025 Artigo em periódico

SH Economics and Econometrics

Evaluation of the Economic Viability of Essential Oil Production from Spent Coffee Grounds

GESTÃO & PRODUÇÃO

Ingryd Mayer KRINSKI; José Donizetti De LIMA; Vinícius Reisdorfer LEITE; Viviana Cocco MARIANI; Luis Mauro MOURA

DOI ISSN 1806-9649

2025 Artigo em periódico

PS Renewable Energy; Sustainability and the Environment

Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN

IEEE Access

Aquino Luiza SCAPINELLO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Stefenon Stefano FRIZZO et al

DOI ISSN 2169-3536

2025 Artigo em periódico

PS Electrical and Electronic Engineering

Fault Detection in Power Distribution Systems Using Sensor Data and Hybrid YOLO with Adaptive Context Refinement

Applied Sciences-Basel

Scapinello Aquino LUIZA; Rodrigues Agottani Luis FERNANDO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO et al

DOI ISSN 2076-3417

2025 Artigo em periódico

PS Computer Science Applications

Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network

COMPUTERS & INDUSTRIAL ENGINEERING

Seman Laio ORIEL; Aquino Luiza SCAPINELLO; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Viviana Cocco MARIANI et al

DOI ISSN 0360-8352

2025 Artigo em periódico

PS Renewable Energy; Sustainability and the Environment

Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models

RENEWABLE ENERGY

Seman Laio ORIEL; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI

DOI ISSN 0960-1481

2025 Artigo em periódico

PS Process Chemistry and Technology

Influence of temperature on kinetics and moisture diffusion during convective drying of spent coffee grounds

Thermal Science And Engineering Progress

Leite Vinícius REISDORFER; Krinski Ingryd MAYER; Linero Helena CAMARGO; Viviana Cocco MARIANI; Luis Mauro MOURA

DOI ISSN 2451-9049

2024 Trabalho em evento

PS Process Chemistry and Technology

Kinetics and thermodynamics of oil extraction from spent coffee grounds using ethanol as solvent

2024 International Symposium on Power Electronics; Electrical Drives; Automation and Motion (SPEEDAM)

Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Stephan Hennings OCH; Isabelle Therezinha SIMÃO; Viviana Cocco MARIANI

2024 Trabalho em evento

PS Energy Engineering and Power Technology

Deep Learning-Based Probabilistic Forecasting of Household Energy Consumption in Smart Grids

IEEE PES ISGT Europe 2024

Lucas De Azevedo TAKARA; Luis Fernando Rodrigues AGOTTANI; Cesar Vinicius ZUGE; Wendel Rafael De Souza CHAVES; Leandro Dos Santos COELHO et al

DOI

2024 Trabalho em evento

PS Computer Science Applications

A semi-supervised anomaly detection approach applied to solar energy generation

IEEE PES ISGT Europe 2024

Luis Fernando Rodrigues AGOTTANI; Reginaldo FERREIRA; Rafael Sapia TEIXEIRA; Lucas Roveroni De LIMA; Leandro Dos Santos COELHO et al

DOI

2024 Trabalho em evento

PS Energy Engineering and Power Technology

Multi-step ahead wind power forecasting based on N-BEATS model

IEEE PES ISGT Europe 2024

Luis Fernando Rodrigues AGOTTANI; Matheus Melara GIRARDI; Wendel Rafael De Souza CHAVES; Takara Lucas De AZEVEDO; Leandro Dos Santos COELHO et al

DOI

2024 Trabalho em evento

PS Spectroscopy

FTIR analysis of oil extracted from spent coffee grounds using ethanol and hexane as solvent for the biodiesel production

41º Congresso Brasileiro de Sistemas Particulados

Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Viviana Cocco MARIANI; Luís Mauro MOURA

2024 Trabalho em evento

SH Management Science and Operations Research

Signal Decomposition and Stacking-Ensemble Learning Approaches Applied to Time Series Forecasting

LVI Simpósio Brasileiro de Pesquisa Operacional.

Ramon G SILVA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2024 Trabalho em evento

PS Process Chemistry and Technology

The extraction kinetics of oil from spent coffee grounds using hexane as solvent

20th Brazilian Congress of Thermal Sciences and Engineering

Ingryd Mayer KRINSKI; Luís Mauro MOURA; Viviana Cocco MARIANI

2024 Artigo em periódico

PS Energy Engineering and Power Technology

CO and NOx emissions prediction in gas turbine using a novel modeling pipeline based on the combination of deep forest regressor and feature engineering

FUEL

Leandro Dos Santos COELHO; Helon Vicente HULTMANN; Viviana Cocco MARIANI

DOI ISSN 0016-2361

2024 Artigo em periódico

PS General Computer Science

Deep reinforcement learning applied to a sparse-reward trading environment with intraday data

EXPERT SYSTEMS WITH APPLICATIONS

Takara Lucas De AZEVEDO; Santos André Alves PORTELA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 0957-4174

2024 Artigo em periódico

PS Energy Engineering and Power Technology

Enhancing wind speed forecasting through synergy of machine learning; singular spectral analysis; and variational mode decomposition

ENERGY

Moreno Sinvaldo RODRIGUES; Seman Laio ORIEL; Stefenon Stefano FRIZZO; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI

DOI ISSN 0360-5442

2024 Artigo em periódico

PS Electrical and Electronic Engineering

Random Convolutional Kernel Transform with Empirical Mode Decomposition for Medium Voltage Insulator Classification based on Ultrasound

SENSORS

Anne Carolina Rodrigues KLAAR; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 1424-8220

2024 Artigo em periódico

PS General Energy

Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting

APPLIED INTELLIGENCE (DORDRECHT. ONLINE)

Stéfano Frizzo STEFENON; Matheus H D M RIBEIRO; Ramon G SILVA; Sinvaldo Rodrigues MORENO; Cristiane CANTON et al

DOI ISSN 1573-7497

2024 Artigo em periódico

PS Energy Engineering and Power Technology

Hypertuned Temporal Fusion Transformer for Multi-Horizon Time Series Forecasting of Dam Level in Hydroelectric Power Plants

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Stefenon Stéfano FRIZZO; Luiza De Macedo MOURELLE; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 0142-0615