Roberto Schirru

Instituição:

Universidade Federal do Rio de Janeiro

Centro:

Centro de Tecnologia

Unidade:

Coordenação dos Programas de Pós-Graduação de Engenharia

Departamento:

Programa de Engenharia Nuclear/COPPE

ORCID:

https://orcid.org/0000-0001-5836-207X


Formação:
  • Instituto Della Molle Di Studi Di Intelligenzia Artificialle

    | Pós-Doutorado | 1993 - 1994
  • Centro Europeu de Pesquisas Nucleares

    Especialização Em Inteligência Artificial | Especialização | 1992 - 1993
  • Universidade Federal do Rio de Janeiro

    Engenharia Nuclear | Doutorado | 1983 - 1991
  • Digital Equipaments Computer

    Processamento Em Tempo Real | Especialização | 1977 - 1977
  • Universidade Federal do Rio de Janeiro

    Engenharia Nuclear | Mestrado | 1977 - 1980
  • Universidade Federal do Rio de Janeiro

    Bacharelado Em Fisica | Graduação | 1973 - 1976
Laboratórios:
Nuvens de Palavras:
Artigos:
Nenhum artigo cadastrado
Eventos:

(1.40% eventos com DOI)

Titulo DOI Ano
PSO-based modeling particulate emission rates in nuclear accidents 2021
Simulation of virtual radiation detectors in nuclear power plants to support equipment ageing studies based on Particle Swarm Optimization 2021
Identification of Design Basis Accidents of a PWR Nuclear Power Plant Using LSTM Autoencoders 2021
Optimization of PWR Nuclear Reactor Reload Problem Utilizing Paralleled Structured PBIL 2021
CUCKOOSEARCH APPLIED TO THE NUCLEAR POWER PLANTS ACCIDENT IDENTIFICATION PROBLEM 2019
AN EXPERT SYSTEM TO AID NPP EMERGENCIES WITH NUCLEAR MATERIAL RELEASE 2019
PSO WITH LEVY FLIGHT IN THE PROBLEM OF THE NUCLEAR -REACTOR RELOAD 2019
Preliminary Investigation on the Application of Autoencoder Neural Netowrks to Enhance Differentiation Amongst Hardly Separable Patterns for Nuclear Accident Classification 2019
Identification of Postulated Accidents of a PWR Nuclear Power Plant Using Deep Autoencoders 2019
Accident diagnosis system based on real-time decision tree expert system 10.1063/1.4981957 2017
Optimization of reload of nuclear power plants using aco together with the genes reactor physics code 2017
Quantum particle swarm approaches applied to combinatorial problems 2017
A mobile dose prediction system based on artificial neural networks for NPP emergencies with radioactive material releases 2017
ACCIDENT DIAGNOSIS OF THE ANGRA 2 NUCLEAR POWER PLANT BASED ON INTELLIGENT REAL-TIME ACQUISITION AGENTS AND A LOGICAL TREE MODEL 2017
AN OPTIMIZATION OF A GPU-BASED PARALLEL WIND FIELD MODULE 2017
GPU-BASED PARALLEL COMPUTING IN REAL-TIME MODELING OF ATMOSPHERIC TRANSPORT AND DIFFUSION OF RADIOACTIVE MATERIAL 2017
MODEL FOR IMPACT ASSESSMENT IN HUMAN FACTORS ENGINEERING PROJECT OF PWR PLANTS WITH DIGITAL CONTROL 2017
Applyinh Human Factors Engineering Program to the Modernization Project of NPP Control Room in Accordance with U.S.NRC and KTA Regulations 2017
A real time expert system for decision support in nuclear power plants 2017
APPLICATION OF AN EXPERT SYSTEM FOR REAL TIME DIAGNOSIS OF THE LILITING CONDITIONS FOR OPERATION IN NUCLEAR POWER PLANTS 2015
STUDY OF DIFFERENT FITNESS FUNCTIONS WITH SAFETY RESTRICTION FOR NUCLEAR REACTOR RELOAD PROBLEM USING QDPSO 2015
NEW APPROACHES OF THE POTENTIAL FIELD FOR QDPSO ALGORITHM APPLIED TO NUCLEAR REACTOR RELOAD PROBLEM 2015
OPTIMIZATION OF MECHANICAL STRUCTURES USING PARTICLE SWARM OPTIMIZATION 2015
SENSITIVITY STUDY IN ORDER TO IMPROVE THE MESH-GRID IN THE NUCLEAR MONITORING SYSTEM USING PARALLELS CODES 2015
A GPU BASED PARALLEL COMPUTATION MODEL FOR WIND FIELD CALCULATIONS IN ATMOSPHERIC RADIONUCLIDES DISPERSION 2015
IDENTIFICAÇÃO EM MALHA FECHADA DO NÍVEL DE ÁGUA DE UM GERADOR DE VAPOR DE USINA NUCLEAR UTILIZANDO ECHO STATE NETWORK SINTONIZADA POR ALGORITMOS GENÉTICOS 2015
QDPSO and Minkowski Distance Applied to Transient Diagnosis System 2014
Nuclear Reactor Reload Optimization using quantum Delta-Potential-Well-Based Particle Swarm Optimization Algorithm 2014
Study of Nuclear Reactor Reload Using Different Approaches of Quantum Inspired Algorithms 10.5220/0005141703020307 2014
Filtrando e Priorizando Alarmes em Tempo-real: Sistema Avançado de Alarmes Inteligentes (SAAI) 2014
QDPSO applied to Accident Identification Problem of a Nuclear Power Plant 2013
QDPSO applied to Complex Problem Optimization of the Nuclear Engineering 2013
An Analysis of Quantum - Inspired Swarm Algorithms on Benchmark Functions 2012
Accident Identification System with Automatic Detection of Abnormal Condition Using Quantum Computation 2011
IDENTIFYING NUCLEAR POWER PLANT TRANSIENTS USING THE 2011
Transient Diagnosis System Using Inspired Computing and Minkowisk Distance. 2011
Robust Data Reconciliation and Outlier Detection with Swarm Intelligence in a Thermal Reactor Power Calculation 2011
Diagnosis of Class Using Swarm Intelligence Applied to Problem of Identification of Transient Nuclear. 2011
A Modified Firefly Algorithm Applied to the Nuclear Reload Problem of a Pressurized Water Reactor 2011
QUANTUM EVOLUTIONARY ALGORITHM APPLIED TO TIME INDEPENDENT TRANSIENT IDENTIFICATION OF A NUCLEAR POWER PLANT 2010
A COMPARATIVE ANALYSIS BETWEEN QPBIL AND QACO 2010
STUDY ON THE PERFORMANCE OF QUANTUM EVOLUTIONARY ALGORITHM 2010
CÁLCULO DA EFICIENCIA DE FOTOPICO DE DETECTOR Nal(TI) UTILIZANDO MCNP-X 2010
DBABC - A DISCRETE BINARY VERSION OF THE ARTIFICIAL BEE COLONY (ABC) OPTIMIZATION ALGORITHM 2010
A NUCLEAR HEURISTIC FOR APPLICATION TO METAHEURISTICS IN THE IN-CORE FUEL MANAGEMENT OPTIMIZATION 2009
A NUCLEAR RELOAD OPTIMIZATION APPROACH USING A REAL CODED GENETIC ALGORITHM WITH RANDOM KEYS 2009
AN APPROACH USING QUANTUM ANT COLONY OPTIMIZATION APPLIED TO THE PROBLEM OF NUCLEAR REACTORS RELOAD 2009
ARTIFICIAL NEURAL NETWORK AND NEUTRON APPLICATION IN A VOLUME FRACTION CALCULATION IN ANNULAR AND STRATIFIED MULTIPHASE SYSTEM 2009
FLOW REGIME IDENTIFICATION METHODOLOGY WITH MCNP-X CODE AND ARTIFICIAL NEURAL NETWORK 2009
NEURAL COMPUTING FOR QUANTITATIVE ANALYSIS OF HUMAN BONE TRABECULAR STRUCTURES IN SYNCHTRON RADIATION X-RAY MICROCT IMAGES 2009
PARTICLE SWARM OPTIMIZATION APPLIED TO DATA RECONCILIATION IN NUCLEAR POWER PLANT 2009
QUANTUM COMPUTATION AND SWARM INTELIGENCE APPLIED IN THE OPTIMIZATION OF IDENTIFICATION OF ACCIDENTS IN A PWR NUCLEAR POWER PLANT 2009
ON THE PERFORMANCE OF AN ARTIFICIAL BEE COLONY OPTIMIZATION ALGORITHM APPLIED TO THE ACCIDENT DIAGNOSIS IN A PWR NUCLEAR POWER PLANT 2009
Inteligência Computacional e Informática Aplicada : Otimização com Enxames de Partículass e Redes Neurais Artificiais na Modelagem e Solução de Problemas 2009
ARTIFICIAL NEURAL NETWORKS APPLIED TO BONE RECOGNITION IN X-RAY COMPUTER MICROTOMOGRAPHY IMAGING FOR HISTOMORPHOMETRIC 2008
Influence of the Confinement in the Particle Swarm Optimization of Combinatorial Problems for Application to the Nuclear Reactor Reloading 2008
Uso de Rede Neural e Técnica Nuclear na Identificação de Frações de Volume em Fluxo Trifásico Es 2008
Guaranteed Convergence Particle Swarm Optimization Model Adapted to Combinatorial Problem for Application to the Nuclear Reactor Reload Problem 2008
Modelagem de Detector NAI(TL) usando MCNPX 2008
Reconhecimento de Imagens Utilizando RNA 2008
Redes Neurais Artificiais Aplicadas ao Reconhecimento de Tecido Ósseo em Imagens Médicas para Apoio ao Diagnóstico Clínico 2008
Comparative analysis of fuzzy model and numerical for indicators in monitoring and strategic planning of nuclear power plants 2007
On the proposal of na intelligent support system with cognitive architecture base don contextual modules for the operators of nuclear power plants 2007
Optimization of a predictive controlles of a pressurized water reactor xenon oscillation using the particle swarm optimization algorithm 2007
Particle Swarm Optimization with randon keys applied to the nuclear reactor reload problem 2007
Preliminary study for a nuclear multi-cycle reload optimization system 2007
Study of Heuristics in ant system for nuclear reloard optimization 2007
Stydy of volume fractions for stratified and annular regime in multiphase flows using gamma-rays and artificial neural network 2007
The PBIL algorithm applied to a nuclear reactor desing optimization 2007
The cellular particle swarm optimization algorithm 2007
Cálculo de frações de volume em sistema de escoamento anular, tipo PVC/água/gás, utilizando MCNPX e rede neural 2007
Study of the Potentiality Application of Nuclear Techniques and Artificial Neural Network in the Determination of Volume Fractions in Multiphase System 2007
Volume Fraction Calculation in Multiphase system such as Oil-Water-Gas Using Neutron 2007
Model of Fuzzy Expert system for the calculation of Performance and Safety Indicator of Nuclear Power Plants 2006
Parallel Evolutionary Mrthods Apllied to a PWR Core Reload Pattern Optomization 2006
Particle Swarm Optimization Applied to the Combinatorial Problem in order to solve the Nuclear Reactor Fuel Reloading Problem 2006
Particle Swarm Optimization Applied to the Nuclear Core Reload Problem 2006
Particle Swarn Optimization in Reactor Core Desing 2006
Determinação de frações de volume em sistema de escoamento multifásico utilizando atenuação de raios gama e redes neurais 2006
A neuro-fuzzy inference system tuned by particle swarn optimization algorithm for sensor monitoring 2005
A nuclear reactor core fuel reload optimization using artificial Ant Colony Connective Networks 2005
Avaliação da metodologia ATHEANA de análise de confiabilidade humana de segunda geração 2005
Development of a multi objective PBIL evolutionary algorithm applied to a nuclear core reload 2005
Expert System with fuzzy logic for the calculation of performance and security indicators in monitor 2005
Híbrido de Programação Genética com variante de PBIL 2005
Paticle Swarn Optimizatio aplicado ao problema combinatório com vistas a solução do problema de recarga nuclear 2005
Programação Genética restrita com modelo de Ilhas aplicada ao planejamento da política de testes de manutenção 2005
A multiobjective genetic algorithm for the optimization of nuclear safety system testing and cost policies 2004
Surveillance tests optimization of PWR auxiliary feedwater system by constrained genetic programming 2004
Conversão MAG3-DMSA por Redes Neurais Artificiais 2003
Ant System for the Optimization of Nuclear Fuel Reloading 2002
A Otimização Automática da Recarga Nuclear utilizando o Algoritmo ANT-Q 2002
Genetic Based Transient Identification System Desigm with Automatic Selection of Meaningful Variables 2002
A Genetic Algorithm applied to a pwr turbine extraction optimization to increase cycle efficiency 2002
Uma Abordagem Possibilística para identificação de transientes,com geração de resposta "não sei",otimizada por algoritmo genético 2002
Sistema de identificação de transientes com inclusão de ruídos e indicação de eventos desconhecidos 2002
Sistema de identificação de radionuclídeos a partir de emissões gama utilizando redes neurais artificiais. 2002
Comparação do modelo de ilhas-Implementação paralela-E do modelo serial do algoritmo evolucionário de otimização PBIL para recargas de reatores nucleares pwr 2002
Sistemas críticos quanto á segurança utilizando redes neurais artificiais 2002
Controle do pzr de angra 1 por meio de uma base de regras nebulosas construídas através de programação genética 2002
Base para uma arquitetura cognitiva destinada á supervisão de segurança na operação de usinas nucleares 2002
A Genetic Algorithm with Fuzzy Scheme Using Fuzzy Adaptive Clustering in Multimodal Function Optimization 2001
Neuro Fuzzy Systems for Fault Detection and Isolation in Nuclear Reactors 2001
Use of Thermal Neutron Analysis in COnjuction with Neural Networks for Detection of Plastic Explosives 2001
A Genetic Algorithm with Sharing Scheme using Fuzzy Adaptive Clustering in Multimodal Function Optimization 2001
O Algoritmo Evolucionário Ant-Q Aplicado ao Problema da Recarga Nuclear 2000
Utilização dos Métodos de Nicho dos Algoritmos Genéticos na Otimização de Problemas de Reatores Nucleares 2000
Aplicação de Redes Neurais para a Detecção de Substâncias Ilícitas 2000
Densitometria Ótica Radiográfica Auxiliada por Aproximadores Neurais 2000
Designing Optimized Pattern Recognition System by Learning Voronoi Vectors using Genetic Algorithms 2000
Modelos Neuro-Fuzzy Evolucionário Aplicados à Identificação de Sistemas Não-lineares 2000
Modelos de Ilhas para a Implementaçãp Paralela do Algoritmo Evolucionário PBIL 2000
Modelos de Redes Neurais para Análise de Imagens Cintilográficas do Sistema Urinário 2000
Modelos de Validação de Sinal Utilizando Técnicas de Inteligência Artificial Aplicados a um Reator Nuclear 2000
Neural Redundancy Applied to the Parity Space for Signal Validation 2000
Sistemas de Monitoração e Diagnóstico Baseado em Agentes 2000
Um Algoritmo Genético com Clusterização Adaptativa Nebulosa para a Otimização de Problemas de Reatores Nucleares 2000
Um Novo Algoritmo Evolucionário com Aprendizado LVQ na Otimização de Problemas Combinatoriais 2000
Um Modelo de Objetos Baseados em KKS para o Processamento de Alarmes da Usina Nuclear de Angra II 2000
Use of Artificial Neural Networks for Ilici Substance Identification 2000
Neuro-Fuzzy Modeling with Structure and Parameter Optimization 2000
Sistema Especialista em OPS5 para o Processamento Inteligente de Alarmes em Usinas Nucleares 1999
Parallel Genetic Algorithm as a Tool for Nuclear Reactor Reload 1999
A Simulator-Independent Otimization Tool based on Genetic Algorithm Applied to Nuclear Reactor Desing 1999
NEPHRUS: Modelo de Sistema Especialista em Multicamadas Inteligentes para a Avaliação do Sistema Urinário Baseado na Análise de Imagens Cintilográficas 1999
Modelagem do Conhecimento para Sistemas Inteligentes de Monitoração de Segurança em Tempo Real para Usinas Nucleares 1997
Nephurs: Modelo de Sistema Especialista em Multicamadas Inteligentes para Avaliação do Sistema Urinário baseado na Análise de Imagens Cintilográficas 1997
Sistema Inteligente para Deteção de Falhas com Raciocínio Não Monotônico 1997
A Genetic Algorithm Solution for Combinatorial Problems - The Nuclear Core Reload Exemplo 1997
Otimização em Projetos de Reatores Nucleares Baseada em Redes Neural e Algoritmo Genético 1997
Modelos Não-Lineares de Engenharia Nuclear como Aplicação de Programação Genética 1997
Genetic Algorithms in Automatic Reload of PWR Nuclear Reator: A New Model 1996
Evolutionary Algorithms for Multimodal Optimization in Financial Application 1995
Simulação em Microcomputadores de um Pressurizados de uma Usina PWR 1990
Validação para grupos de Medidas Redundantes 1990
Real Time Variables Dictionary (RTVD), An Espert System for Development of Real Time Applications in Nuclear Power Plants 1989
A computerized System for Analysis and Treatment of Redundant Measurements 1989
Improving Spds For Normal Operation 1988
A New Concept Of Safety Parameter Display System 1986
Desenvolvimento de Um Sistema de Supervisao de Parametros de Seguranca Para Angra - 1 1986
Desenvolvimento de Uma Metodologia Para Geracao de Constantes do Codigo Flare/G 1983
Cálculo Concentrado dos Produtos de Fissão no Reator da Usina Angra-I 1981
Sistema Tiger-Analise Isotopica Durante A Queima de Combustivel Nuclear 1979
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