Tiago Miguel Janeiro Rato
|
|
Data da última atualização
»Last update
:
05/02/2018 |
Dados pessoais (Personal data)
Nome completo
Full name |
Tiago Miguel Janeiro Rato |
Nome em citações bibliográficas
Quoting name |
Rato, Tiago J. |
Endereço profissional
Professional address |
Universidade de Coimbra Faculdade de Ciências e Tecnologia Departamento de Engenharia Química Departamento de Engenharia Química 3030--790 Coimbra Portugal Correio electrónico: trato@eq.uc.pt |
Sexo
Gender |
Masculino»Male |
Graus Académicos
(Academic Degrees)
2009-2014 |
Doutoramento Phd |
Doutoramento em Engenharia Química (Pré-Bolonha).
Universidade de Coimbra,
Portugal.
|
2004-2009 |
Mestrado Master degree |
Mestrado Integrado em Engenharia Química
(5 anos » years)
.
Universidade de Coimbra,
Portugal.
|
Vínculos profissionais
(Professional Positions)
Jun/2016-Actual |
Outra Situação |
Set/2009-Jun/2014 |
Outra Situação |
Katholieke Universiteit Leuven |
Fev/2015-Dez/2015 |
Outra Situação |
Jan/2014-Mar/2014 |
Outra Situação |
Projetos de Investigação (Research projects)
Outro Tipo de Participação Other kind of participation |
2008-2014 Desenvolvimento de uma plataforma integrada para monitorização e controlo de sistemas industriais e biológicos complexos recorrendo
a metodologias de correlação parcial e teoria da informação-Development of an integrated framework for monitoring and control of complex industrial and biologic systems using advanced
partial-correlation and information-theoretic approaches
|
Referência do projeto»Project reference: PTDC/EQU-ESI/108374/2008.
|
Línguas (Languages)
Compreende Understandig |
Português (Bem), Inglês (Bem). |
Fala Speaking |
Português (Bem), Inglês (Bem). |
Lê Reading |
Português (Bem), Inglês (Bem). |
Escreve Writing |
Português (Bem), Inglês (Bem). |
Prémios e títulos (Awards Prizes, and Honours)
2010 |
Menção Honrosa para o trabalho de dissertação de mestrado,
Associação Portuguesa para a Qualidade.
|
2007 |
Prémio anual atribuído a 3% dos melhores alunos,
Faculdade de Ciências e Tecnologias da Universidade de Coimbra.
|
2005 |
Prémio anual atribuído a 3% dos melhores alunos,
Faculdade de Ciências e Tecnologias da Universidade de Coimbra.
|
2014 |
2014 ENBIS Challenge by JMP,
European Network for Business and Industrial Statistics.
|
Membro de Associações Profissionais/Científicas (Professional/Scientific Association membership)
Actual |
Ordem do Engenheiros, Membro.
|
Produção científica, técnica e artística/cultural
(Scientific, technical and artistical/cultural
production)
Capítulos de livros publicados Published book chapters |
1. |
Rato, Tiago J; Reis, Marco S. 2014. Sensitivity Enhancing Transformations for Large-Scale Process Monitoring. In 24th European Symposium on Computer Aided Process Engineering, 643 - 648. ISBN: 9780444634344. Oxford: Elsevier.
|
|
|
|
2. |
Rato, Tiago J; Reis, Marco S. 2012. A new data driven index for control performance monitoring. In Computer Aided Chemical Engineering, 852 - 856. ISBN: 9780444594310. Oxford: Elsevier.
|
|
|
|
3. |
Rato, Tiago J; Reis, Marco S. 2011. Statistical Process Control of Multivariate Systems with Autocorrelation. In Computer Aided Chemical Engineering, 497 - 501. ISBN: 9780444538956. Oxford: Elsevier.
|
|
|
|
Artigos em revistas sem arbitragem científica Papers in periodics without scientific refereeing |
1. |
Rato, Tiago J; Blue, Jakey; Pinaton, Jacques; Reis, Marco S. 2017. "Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing", IEEE Transactions on Automation Science and Engineering 14, 2: 894 - 904.
|
|
|
|
2. |
Rato, Tiago J; Reis, Marco S. 2017. "Multiresolution Soft Sensors: A New Class of Model Structures for Handling Multiresolution Data", Industrial & Engineering Chemistry Research 56, 13: 3640 - 3654.
|
|
|
|
3. |
Rato, Tiago J; Reis, Marco S. 2017. "Markovian and Non-Markovian sensitivity enhancing transformations for process monitoring", Chemical Engineering Science 163, -: 223 - 233.
|
|
|
|
4. |
De Ketelaere, B; Rato, Tiago; Schmitt, Eric; Hubert, Mia. 2016. "Statistical process monitoring of time-dependent data", Quality Engineering 28, 1: 127 - 142.
|
|
|
|
5. |
De Ketelaere, B; Schmitt, Eric; Rato, Tiago; Hubert, Mia. 2016. "Rejoinder", Quality Engineering 28, 1: 151 - 154.
|
|
|
|
6. |
Rato, Tiago; Reis, Marco; Schmitt, Eric; Hubert, Mia; De Ketelaere, B. 2016. "A systematic comparison of PCA-based Statistical Process Monitoring methods for high-dimensional, time-dependent Processes", AIChE Journal 62, 5: 1478 - 1493.
|
|
|
|
7. |
Rato, Tiago J; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H; Saraiva, Pedro M; Reis, Marco S. 2016. "A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I—Assessing Detection Strength", Industrial & Engineering Chemistry Research 55, 18: 5342 - 5358.
|
|
|
|
8. |
Schmitt, Eric; Rato, Tiago; De Ketelaere, Bart; Reis, Marco; Hubert, Mia. 2016. "Parameter selection guidelines for adaptive PCA-based control charts", Journal of Chemometrics 30, 4: 163 - 176.
|
|
|
|
9. |
Rato, Tiago J; Reis, Marco S. 2015. "On-line process monitoring using local measures of association: Part I — Detection performance", Chemometrics and Intelligent Laboratory Systems 142, 0: 255 - 264.
|
|
|
|
10. |
Rato, Tiago J; Reis, Marco S. 2015. "On-line process monitoring using local measures of association. Part II: Design issues and fault diagnosis", Chemometrics and Intelligent Laboratory Systems 142, 0: 265 - 275.
|
|
|
|
11. |
Rato, Tiago J; Reis, Marco S. 2015. "Multiscale and megavariate monitoring of the process networked structure: M2NET", Journal of Chemometrics, na: n/a - n/a.
|
|
|
|
12. |
Rato, Tiago J; Reis, Marco S. 2014. "Sensitivity enhancing transformations for monitoring the process correlation structure", Journal of Process Control 24, 6: 905 - 915.
|
|
|
|
13. |
Rato, Tiago J; Reis, Marco S. 2014. "Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods", Computers & Chemical Engineering 71, 0: 307 - 322.
|
|
|
|
14. |
Rato, Tiago J; Reis, Marco S. 2013. "Defining the structure of DPCA models and its impact on process monitoring and prediction activities", Chemometrics and Intelligent Laboratory Systems 125, 15: 74 - 86.
|
|
|
|
15. |
Rato, Tiago J; Reis, Marco S. 2013. "Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated
residuals (DPCA-DR)", Chemometrics and Intelligent Laboratory Systems 125, 15: 101 - 108.
|
|
|
|
16. |
Rato, Tiago J; Reis, Marco S. 2013. "Advantage of Using Decorrelated Residuals in Dynamic Principal Component Analysis for Monitoring Large-Scale Systems", Industrial & Engineering Chemistry Research 52, 38: 13685 - 13698.
|
|
|
|
17. |
Rato, Tiago J; Reis, Marco S. 2010. "Statistical monitoring of control loops performance: an improved historical-data benchmark index", Quality and Reliability Engineering International 26, 8: 831 - 844.
|
|
|
|
Dados Complementares (Additional data)
Participação em eventos Event participation |
Outro tipo de participação Other kind of participation |
1. |
Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach, 2017 (Simpósio). Nome do evento: ESCAPE 27 – 27th European Symposium on Computer Aided Process Engineering. |
2. |
Markovian and Non-Markovian Sensitivity Enhancing Transformations for Process Monitoring, 2016 (Congresso). Nome do evento: 16th Annual Conference of the European Network for Business and Industrial Statistic. |
3. |
Effects of time-varying data on multivariate SPC, 2015 (Congresso). Nome do evento: ENBIS 15 - European Network for Business and Industrial Statistics. |
4. |
Translation Invariant Multiscale Energy-based PCA (TIME-PCA) for Monitoring Batch Processes in Semiconductor Manufacturing, 2015 (Congresso). Nome do evento: ENBIS 15 - European Network for Business and Industrial Statistics. |
5. |
An Extensive Comparison Study of Batch Process Monitoring Approaches, 2015 (Conferência). Nome do evento: AIChE 2015 Spring Meeting. |
6. |
The Challenges of PCA-Based Statistical Process Monitoring: An Overview and Solutions, 2014 (Conferência). Nome do evento: ENBIS 14 - European Network for Business and Industrial Statistics. |
7. |
Megavariate and Multiscale Monitoring of the Process NETworked Structure: M2NET, 2014 (Conferência). Nome do evento: ENBIS 14 - European Network for Business and Industrial Statistics. |
8. |
Monitoring the Process Correlated Structure Using Partial Correlation Information, 2014 (Congresso). Nome do evento: CHEMPOR 2014 - 12th International Chemical and Biological Engineering Conference. |
9. |
Fault detection in the Tennessee Eastman process using dynamic principal components analysis with decorrelated residuals, 2014 (Conferência). Nome do evento: 8th International Conference on Partial Least Squares and Related Methods. |
10. |
Sensitivity Enhancing Transformations for Large-Scale Process Monitoring, 2014 (Simpósio). Nome do evento: ESCAPE 24 – 24nd European Symposium on Computer Aided Process Engineering. |
11. |
A Systematic Comparison of Statistical Process Monitoring Methods for High-dimensional, Time-dependent Processes, 2013 (Conferência). Nome da Instituição: European Research Consortium for Informatics and Mathematics; Cidade do evento: London. |
12. |
Large-Scale Statistical Process Control: Should We Use Partial Or Marginal Correlations?, 2013 (Conferência). Nome do evento: 2013 AIChE Annual Meeting. |
13. |
A Systematic Comparison of Statistical Process Monitoring Methods for High-dimensional, Time-dependent Processes, 2013 (Conferência). Nome do evento: ENBIS 13 - European Network for Business and Industrial Statistics. |
14. |
On-line process monitoring using partial correlations, 2013 (Conferência). Nome do evento: ENBIS 13 - European Network for Business and Industrial Statistics. |
15. |
Multivariate SPC of dynamic processes using integrated dynamic principal components analysis and missing data methods, 2012 (Conferência). Nome do evento: 2012 AIChE Annual Meeting. |
16. |
On the use of partial versus marginal correlations in SPC, 2012 (Conferência). Nome do evento: ENBIS 12 - European Network for Business and Industrial Statistics. |
17. |
A new data driven index for control performance monitoring, 2012 (Simpósio). Nome do evento: ESCAPE 22 – 22nd European Symposium on Computer Aided Process Engineering. |
18. |
Multivariate SPC/EPC Integration in MIMO Dynamic Processes, 2011 (Conferência). Nome do evento: CHEMPOR 2011 - 11th International Chemical and Biological Engineering Conference. |
19. |
Statistical Process Control of Multivariate Systems with Autocorrelation, 2011 (Simpósio). Nome do evento: ESCAPE 21 – 21st European Symposium on Computer Aided Process Engineering. |
20. |
Fault detection in the Tennessee Eastman process using integrated dynamic principal components analysis and missing data methods, 2011 (Conferência). Nome do evento: CHEMPOR 2011 - 11th International Chemical and Biological Engineering Conference. |
21. |
Multivariate SPC of Dynamic Processes: Application of DPCA-MD to the Tennessee Eastman Process, 2011 (Conferência). Nome do evento: ENBIS 11 - European Network for Business and Industrial Statistics. |
22. |
Statistical Process Control of Multivariate Systems with Autocorrelation, 2010 (Conferência). Nome do evento: ENBIS 10 - European Network for Business and Industrial Statistics. |
23. |
Statistical Monitoring of Control Loops Performance, 2009 (Conferência). Nome do evento: ENBIS 9 - European Network for Business and Industrial Statistics. |
Indicadores de produção
(Production indicators)
Produção científica
Scientific production |
Produção científica Scientific production |
20 |
Livros e capítulos Books and book chapters |
3 |
Capítulos de livros publicados Published book chapters |
3 |
Artigos científicos em revistas Papers in periodics |
17 |
Sem arbitragem científica Without scientific refereeing |
17 |
Visualizações do curriculum [
1391
]
|
Página gerada pela Plataforma de Curricula DeGóis promovida pela FCT e pelo Gávea/DSI/UM
em
13-01-2021
às
02:14:54
|
Plataforma de Curricula DeGóis: http://www.degois.pt/ | Icons by Axialis Team |
|