Reis, Marco S.

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Name
Reis, Marco S.
 
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Reis, M.S.
Reis, Marco
 
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Status
UC Researcher
Biography
The main scientific area of activity is on Process Systems Engineering (PSE), even though other fields such as Process Analytics and Industrial Statistics can also be seen as targeted research areas. After an initial interest in First Principle model-based fault detection and diagnostic systems, the contact with processes lacking accurate mechanistic models shifted the research interests towards data-centric methodologies for process analysis, modelling, monitoring, control and improvement, as well as to other relevant issues regarding the generation of data with high quality (DoE, R&R studies, measurement uncertainty). The complexity of processes and data collected from them, motivated a concentration of efforts on high-dimensional multiscale data-driven approaches, that present the ability of adequately describing different phenomena going on at separate scales of time and length, through mathematical and statistical frameworks that incorporate the scale in the core of their algorithms, and where wavelet theory and multivariate statistics play key roles, when synergistically combined. A wide variety of methodologies have been proposed in this scope, for fault detection & diagnosis, soft sensors for critical properties, process analysis, system identification and optimization, sensor fusion, hybrid modelling, among others. I am also been actively involved in developments in the fields of Multivariate Image Analysis (MIA), analysis of gene expression data, biosystems, pulp & paper, process improvement through the six-sigma and lean manufacturing initiatives. (For more information on research activities, please visit my reserach website: http://www.eq.uc.pt/~marco/research/pclab/)
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Issue DateTitleAuthor(s)TypeAccess
111-May-20220-Dimensional Persistent Homology Analysis Implementation in Resource-Scarce Embedded SystemsBranco, Sérgio; Carvalho, João G.; Reis, Marco S. ; Lopes, Nuno V.; Cabral, JorgearticleopenAccess
22013An experimental design methodology to evaluate the importance of different parameters on flocculation by polyelectrolytesPinheiro, Ineide ; Ferreira, Paulo J. ; Garcia, Fernando A. ; Reis, Marco S. ; Pereira, Ana C. ; Wandrey, Christine ; Ahmadloo, Hamideh ; Amaral, José L. ; Hunkeler, David ; Rasteiro, Maria G. articleopenAccess
313-Nov-2020Analysis and optimization of the Drying process of an aerogel for biomedical applicationsTeixeira, Alberto João Morgado Ribeiro MalafaiamasterThesisembargoedAccess
421-Jul-2016Análise e redução de pontas de sucata no sector de estiragem de uma empresa de produção de perfis de açoJacinto, Sara Isabel dos Santos masterThesisembargoedAccess
524-Sep-2018Análise multivariada de imagem para monitorização avançada de processos e produtosStrelet, Eugeniu masterThesisembargoedAccess
618-Sep-2014Aplicação do Lean Seis Sigma ao Sector do Turismo - O Caso da Indústria Hoteleira PortuguesaRocha, Silvia Carvalho dos Santos masterThesisopenAccess
72022Chitosan-xanthan gum PEC-based aerogels: A chemically stable PEC in scCO2Tomé, Luciana I. N. ; Reis, Marco S. ; Sousa, Hermínio C. de ; Braga, Mara E. M. articleembargoedAccess
810-Jul-2013Comparação de abordagens monoescala e multiescala baseadas em dados e modelos para a filtragem de sinais em linhaRendall, Ricardo Alberto Reis SilvamasterThesisopenAccess
92004A comparative study of linear regression methods in noisy environmentsReis, Marco S. ; Saraiva, Pedro M. articleopenAccess
102020Data-Driven Modelling of the Complex Interaction between Flocculant Properties and Floc Size and StructureLourenço, Anita ; Reis, Marco S. ; Arnold, Julien; Rasteiro, Maria da Graça articleopenAccess
1120-Jul-2018Data-driven process improvement in the pharmaceutical industryMargarido, Ricardo Jorge Ferreira masterThesisopenAccess
1220-Sep-2019Data-driven quality by design for complex generic drug productsValente, Paulo Francisco ConstantinomasterThesisembargoedAccess
1315-Jun-2013Defining the structure of DPCA models and its impact on process monitoring and prediction activitiesRato, Tiago J. ; Reis, Marco S. articleopenAccess
14Jun-2011Desenvolvimento de um conceito de negócio para soluções no sector dos cuidados de saúde integrando electrónicaCosta, Mariana Neto masterThesisopenAccess
15Sep-2010Desenvolvimento de um sensor de fotopletismografia para monitorização cardíaca para aplicação no pulsoMartins, Rui Miguel Silva masterThesisopenAccess
1628-Feb-2018Desenvolvimento de um sistema de monitorização do processo de produção de biodieselNeves, Diogo Filipe Martins Gonçalves masterThesisclosedAccess
172021Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive MethodsGomes, Véronique; Rendall, Ricardo ; Reis, Marco ; Mendes-Ferreira, Ana; Melo-Pinto, PedroarticleopenAccess
18Sep-2010Development of a heart rate variability analysis toolMedeiros, José Miguel masterThesisopenAccess
1922-Mar-2021Development of inferential Models: Prediction of Research Octane Number in Catalytic Reforming UnitsDias, Tiago Alexandre GarciadoctoralThesisopenAccess
2030-Jun-2014Development of integrated data-driven frameworks for the monitoring, analysis and control of complex systemsRato, Tiago Miguel Janeiro doctoralThesisopenAccess
217-Dec-2005Different Modeling Approaches for a Heterogeneous Liquid−Liquid Reaction ProcessQuadros, Paulo A. ; Reis, Marco S. ; Baptista, Cristina M. S. G. articleopenAccess
222013Effects of emotional valence and three-dimensionality of visual stimuli on brain activation: an fMRI studyDores, A. R.; Almeida, I. ; Barbosa, F; Castelo-Branco, M. ; Monteiro, L. ; Reis, M. ; Sousa, L. de; Caldas, A. CastroarticleopenAccess
2315-Jun-2013Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated residuals (DPCA-DR)Rato, Tiago J. ; Reis, Marco S. articleopenAccess
242020First Principles Statistical Process Monitoring of High-Dimensional Industrial Microelectronics Assembly ProcessesRato, Tiago J. ; Delgado, Pedro; Martins, Cristina; Reis, Marco S. articleopenAccess
252006Heteroscedastic latent variable modelling with applications to multivariate statistical process controlReis, Marco S. ; Saraiva, Pedro M. articleopenAccess
26Sep-2011Implementação da metodologia Lean Seis-Sigma - O caso do serviço de oftalmologia dos hospitais da Universidade de CoimbraDias, Sérgio Matos masterThesisopenAccess
272017Industrial Process Monitoring in the Big Data/Industry 4.0 Era: from Detection, to Diagnosis, to PrognosisReis, Marco S. ; Gins, GeertarticleopenAccess
282005Integration of data uncertainty in linear regression and process optimizationReis, Marco S. ; Saraiva, Pedro M. articleopenAccess
292022Machine Learning Techniques Disclose the Combined Effect of Fermentation Conditions on Yeast Mixed-Culture Dynamics and Wine QualityBarbosa, Catarina ; Ramalhosa, Elsa; Vasconcelos, Isabel ; Reis, Marcos ; Mendes-Ferreira, AnaarticleopenAccess
30Jun-2011Modelação e optimização de uma unidade de produção de microalgasRosa, Miguel Carvalho masterThesisopenAccess
3118-May-2021Modelo de Deformação de Carga Paletizada dos Produtos Tissue: O Caso da The Navigator CompanyLucas, Diogo Alexandre LimamasterThesisembargoedAccess
32Sep-2014Modelo de negócio de caixa para DAECampos, Gabriel Almeida masterThesisopenAccess
33Jun-2012Modelos de negócio para ambient assisted livingLeitão, Ana Cristina Cleto masterThesisopenAccess
3413-Sep-2019Monitorização e Previsão da Qualidade em Processos Descontínuos: Desenvolvimento de Metodologias de Elevada GranularidadeRendall, Ricardo Alberto Reis SilvadoctoralThesisopenAccess
3527-Mar-2006Monitorização, modelação e melhoria de processos químicos : abordagem multiescala baseada em dadosReis, Marco Paulo Seabra doctoralThesisopenAccess
362019Multiscale and Multi-Granularity Process Analytics: A ReviewReis, Marco S. articleopenAccess
372008Multiscale statistical process control using wavelet packetsReis, Marco S. ; Saraiva, Pedro M. ; Bakshi, Bhavik R. articleopenAccess
382006Multiscale statistical process control with multiresolution dataReis, Marco S. ; Saraiva, Pedro M. articleopenAccess
392022Optimal design of experiments for hypothesis testing on ordered treatments via intersection-union testsDuarte, Belmiro P. M. ; Atkinson, Anthony C.; Singh, Satya P.; Reis, Marco S. articleopenAccess
4030-Sep-2019Otimização de Processos Analíticos no âmbito da Indústria Farmacêutica com abordagem às Metodologias Lean Seis-Sigma de Gestão da Melhoria ContínuaFerreira, Glória Marina Larangeiro da CostamasterThesisopenAccess
4117-Dec-2020OTIMIZAÇÃO E SIMULAÇÃO EM SISTEMAS DE PRODUÇÃO E LOGÍSTICA Com aplicações em MatlabFranco, Marta Isabel PerienesmasterThesisopenAccess
422005Paper superficial waviness: Conception and implementation of an industrial statistical measurement systemCosta, Raquel ; Angélico, Dina ; Reis, Marco S. ; Ataíde, José M. ; Saraiva, Pedro M. articleopenAccess
432023Persistence Landscapes—Implementing a Dataset Verification Method in Resource-Scarce Embedded SystemsBranco, Sérgio; Dogruluk, Ertugrul; Carvalho, João G.; Reis, Marco S. ; Cabral, JorgearticleopenAccess
442016Planeamento Estatístico de Experiências para Otimização da Operação de Sensores AnalíticosSantos, Catarina Pedrosa masterThesisopenAccess
452021Prediction of Sugar Content in Port Wine Vintage Grapes Using Machine Learning and Hyperspectral ImagingGomes, Véronique; Reis, Marco S. ; Rovira-Más, Francisco; Mendes-Ferreira, Ana; Melo-Pinto, PedroarticleopenAccess
466-May-2020Presence of N-acetylneuraminic acid in the lung during postnatal developmentMartins, Maria de Fátima ; Reis, Marco S. ; Honório-Ferreira, Ana; Gonçalves, Carlos Alberto articleopenAccess
4726-Nov-2020Process Analytics for Chemical Reactions ModellingParker, Joana VenturamasterThesisembargoedAccess
482010Programa de avaliação e selecção de fornecedores em prestadores de cuidados de saúde. O caso Trofa SaúdeLopes, Ângela Filipa Simões masterThesisopenAccess
49Jan-2012Relatório de Actividade Profissional: Gestão da Qualidade na Produção de Componentes Plásticos para a Indústria AutomóvelSilva, Ana Margarida Monteiro Guerra masterThesisopenAccess
502014Sensitivity enhancing transformations for monitoring the process correlation structureRato, Tiago J. ; Reis, Marco S. articleopenAccess
5130-Jul-2018Simulation, monitoring and diagnosis of faults and equipment degradation in chemical processesSansana, Joel Filipe Rodrigues masterThesisopenAccess
522021Special Issue “Advanced Process Monitoring for Industry 4.0”Reis, Marco S. ; Gao, FurongarticleopenAccess
5327-Nov-2020Surrogate Models for Process and Controller OptimizationCoutinho, João Pedro LeonormasterThesisembargoedAccess
5422-Sep-2017Variabilidade do Processo de Corte na Indústria de CablagemAbreu, Ana Sofia Casimiro de masterThesisopenAccess
552009Wavelet texture analysis of on-line acquired images for paper formation assessment and monitoringReis, Marco S. ; Bauer, Armin articleopenAccess