Rodrigo Rocha de Oliveira

Rodrigo Rocha de Oliveira

Professor lector

Scopus Author ID: 55481524900
Researcher ID: A-6351-2012
Àrea de coneixement : Química Analítica

Publicacions en revistes

Rocha de Oliveira, R.; de Juan, A. (2020). Design of Heterogeneity Indices for Blending Quality Assessment Based on Hyperspectral Images and Variographic Analysis. Analytical Chemistry, 92(24), pp. 15880 - 15889 . https://doi.org/10.1021/acs.analchem.0c03241 . ISSN: 0003-2700
de Oliveira, R.R.; Avila, C.; Bourne, R.; Muller, F.; de Juan, A. (2020). Data fusion strategies to combine sensor and multivariate model outputs for Multivariate Statistical Process Control. Analytical and Bioanalytical Chemistry, 412, pp. 2151 - 2163 . https://doi.org/10.1007/s00216-020-02404-2 . ISSN: 1618-2642
Rodrigo R. de Oliveira; Ricardo H. P. Pedroza; Adriano O. Sousa; Kássio M. G. Lima; Anna de Juan. (2017). Process modeling and control applied to real-time monitoring of distillation processes by near-infrared spectroscopy. Analytica Chimica Acta, 985, pp. 41 - 53 . Repositori Institucional . ISSN: 0003-2670
de Oliveira, R.R.; de Lima, K.M.G.; Tauler, R.; de Juan, A. (2014). Application of correlation constrained multivariate curve resolution alternating least-squares methods for determination of compounds of interest in biodiesel blends using NIR and UV-visible spectroscopic data. Talanta, 125, pp. 233 - 241 . https://doi.org/10.1016/j.talanta.2014.02.073 . ISSN: 0039-9140
Rodrigo Rocha de Oliveira, Anna de Juan (2021). SWiVIA - Sliding Window Variographic Image Analysis for real-time assessment of heterogeneity indices in blending processes monitored with hyperspectral imaging. Analytica Chimica Acta, 1180, p. 338852 . https://doi.org/10.1016/j.aca.2021.338852 . ISSN: 0003-2670
Sara P. Solsona, Sophie Füchtner, Rodrigo Rocha de Oliveira, Adrián Gomez-Sánchez, Stanislav Jelavic, Tobias Keplinger, Anna De Juan, Lisbeth G. Thygesen. (2020). Understanding the formation of heartwood in Larch using synchrotron infrared imaging combined with multivariate analysis and atomic force microscope infrared spectroscopy. Frontiers in Plant Science, 10 . Repositori Institucional . ISSN: 1664-462X
Avila, C.; Mantzaridis, C.; Ferré, J.; de Oliveira, R.R.; Kantojärvi, U.; Rissanen, A.; Krassa, P.; de Juan, A.; Muller, F.; Hunter, T.N.; Bourne, R.A. (2021). Acid number, viscosity and end-point detection in a multiphase high temperature polymerisation process using an online miniaturised MEMS Fabry-Pérot Interferometer. Talanta, 224, p. 121735 . https://doi.org/10.1016/j.talanta.2020.121735 . ISSN: 0039-9140
Akele, M. L.; Abebe, D. Z.; Alemu, A. K.; Assefa, A. G.; Madhusudhan, A.; de Oliveira, R. R. (2017). Analysis of trace metal concentrations in raw cow's milk from three dairy farms in North Gondar, Ethiopia: chemometric approach. Environmental Monitoring and Assessment, 189(10) . https://doi.org/10.1007/s10661-017-6203-0 . ISSN: 0167-6369
López, J.; de Oliveira, R.R.; Reig, M.; Vecino, X.; Gibert, O.; de Juan, A.; Cortina, J. L. (2021). Acid recovery from copper metallurgical process streams polluted with arsenic by diffusion dialysis. Journal of Environmental Chemical Engineering, 9(1), p. 104692 . https://doi.org/10.1016/j.jece.2020.104692 . ISSN: 2213-2929
Claudio Avila; Joan Ferré; Rodrigo Rocha de Oliveira; Anna de Juan Capdevila; Wayne Sinclair; Faiz Mahdi; Ali Hassanpour; Timothy N. Hunter; Richard A. Bourne; and Frans L. Muller. (2020). Process monitoring of moisture content and mass transfer rate in a fluidised bed with a low cost inline MEMS NIR sensor. Pharmaceutical Research, 37 . Repositori Institucional . ISSN: 0724-8741
Adrián Gómez-Sánchez, Mónica Marro, Maria Marsal, Sara Zacchetti, Rodrigo Rocha de Oliveira, Pablo Loza-Alvarez, Anna de Juan (2021). LINEAR UNMIXING PROTOCOL FOR HYPERSPECTRAL IMAGE FUSION ANALYSIS APPLIED TO A CASE STUDY OF VEGETAL TISSUES. Scientific Reports, 11, p. 18665 . Repositori Institucional . ISSN: 2045-2322
Mesquita, G.P.; Rodrıguez-Teijeiro, J.D.; Rocha de Oliveira. R.; Mulero-Pázmány, M. (2021). Steps to build a DIY low-cost fixed-wing drone for biodiversity conservation. PLoS One, 16(8), p. e0255559 . Repositori Institucional . ISSN: 1932-6203
Rocha de Oliveira, R.; de Juan, A. (2022). Synchronization-Free Multivariate Statistical Process Control for Online Monitoring of Batch Process Evolution. Frontiers in analytical Science . https://doi.org/10.3389/frans.2021.772844 . ISSN: 2673-9283
Akele, ML; Desalegn, SK; Asfaw, TB; Assefa, AG; Alemu, AK; Rocha de Oliveira, R (2022). Heavy metal contents in bovine tissues (kidney, liver and muscle) from Central Gondar Zone, Ethiopia. Heliyon . https://doi.org/10.1016/j.heliyon.2022.e12416 . ISSN: 2405-8440

Tesis, tesines i treballs

Rodrigo Rocha de Oliveira . (2022) . Development and implementation of strategies for process data fusion, modelling and control (Tesi Doctoral) . Universitat de Barcelona. http://www.tdx.cat/handle/10803/673296
Rodrigo Rocha de Oliveira . (2016) . Multivariate data analysis applied to real-time monitoring of distillation processes by nearinfrared spectroscopy (Tesi de Masters) . Universitat de Barcelona.
Leiyong Hu . (2022) . Combination of color and hyperspectral images to solve classification and unmixing problems (Tesi de Masters) . Universitat de Barcelona.
Valeria Prella . (2023) . Study of the light scattering effects in solid materials and its attenuation with data preprocessing tools (Tesi de Masters) . Università di Genova.

Participacions a Congressos

de Oliveira, R.R.; de Lima, K.M.G.; Tauler, R.; de Juan, A. (2014). Application of MCR-ALS and correlation constrain for determination of compounds in biodiesel blends using NIR and visible spectroscopy. (Poster) . 37ª Reunião Anual da Sociedade Brasileira de Química . Natal . BRASIL
R.R. de Oliveira; R.H.P. Pedroza; K.M.G. Lima; A.O. Sousa; A.L. da Silva; A. de Juan (2016). Multivariate data analysis applied to real-time monitoring of distillation processes by near-infrared spectroscopy. (Poster) . Chemometrics in Analytical Chemistry (CAC 2016) . Barcelona . ESPANYA
Akele, M.L.; Abebe, D.Z.; Alemu, A.K.; Assefa, A.G.; Madhusudhan, A.; de Oliveira, R.R. (2017). Analysis of trace metal concentrations in raw cow's milk from three dairy farms in North Gondar, Ethiopia: chemometric approach. (Poster) . IX Colloquium Chemiometricum Mediterraneum . Arles . FRANÇA
de Juan, A.; Olmos, V.; de Oliveira, R.R.; Piqueras, S.; Jaumot, J. (2017). Multivariate curve resolution post-processing, a plus in process and image analysis. (Presentació comunicació) . Colloquium Chimiometricum Mediterraneum (CCM 2017) . Arles . FRANÇA
de Oliveira, R.R.; de Juan, A.; J. Ferré; C. Avila; R.A. Bourne; F. Muller; C.Mantzaridis; U. Kantojärvi (2017). Monitoring and control of saturated polyester resins production process with NIR spectroscopy and MSPC strategies. (Poster) . Colloquium Chimiometricum Mediterraneum (CCM 2017) . Arles . FRANÇA
de Juan, A.; de Oliveira, R.R.; Ferré, J.; Boqué, R. (2017). Data fusion workflow for process monitoring and control. (Poster) . SPIRE workshop 'Tackling the future of plant operation' . Frankfurt . ALEMANYA
de Oliveira, R.R.; Avila, C.; Mantzaridis, K.; de Juan, A.; Ferré, J. (2017). Quality parameter monitoring and end-point detection in polyester production process with NIR spectroscopy and multivariate analysis. (Poster) . Tackling the future of plant operation - Jointly towards a digital process industry, SPIRE workshop . Barcelona . ESPANYA
Ferré, J.; Boqué, R.; de Juan, A.; de Oliveira, R.R. (2017). Decision support by process monitoring and statisical process control. (Poster) . Tackling the future of plant operation, SPIRE workshop . Frankfurt . ALEMANYA
de Oliveira, R.R.; Avila, C.; Mahdi, F.; de Juan, A.; Ferré, J. (2017). Moisture monitoring and process end-point detection in fluidized bed drying of pharmaceutical granules by NIR and multivariate analysis. (Poster) . Tackling the future of plant operation, SPIRE workshop . Barcelona . ESPANYA
de Oliveira, R. R.; de Juan, A. (2017). "On-line and data fusion strategies for NIR-based industrial batch process monitoring and control". (Presentació comunicació) . 4th European Conference on Process Analytics and Control Technology (EuroPACT 2017) . Potsdam . ALEMANYA
de Oliveira, R.R.; Ferré, J.; de Juan, A. (2018). Soft sensor applications to industrial process monitoring, control and end-point detection. (Conferència invitada) . Smart Sensors - mechanistic and data driven modeling . Frankfurt . ALEMANYA
de Oliveira, R.R.; Avila, C.; Mahdi, F.; Muller, F.; Sinclair, W.; de Juan, A. (2018). 'Alignment-free' multivariate statistical process control for online monitoring of batch evolution. (Presentació comunicació) . Chemometrics in analytical Chemistry (CAC 2018) . Halifax . CANADÀ
Fernández, J.A.; Baeten, V.; Shen, G.; de Juan, A.; de Oliveira, R.R. (2018). Analysis of heterogeneity distribution in powder blends using hyperspectral imaging. (Presentació comunicació) . Chimiométrie 2018 . Paris . FRANÇA
R.R. de Oliveira; A. Gómez-Sánchez; C. Avila; F. Muller; K. Pissaridi; K. Krassa; J. Ferré; A. de Juan (2018). DATA FUSION STRATEGIES FOR NIR-BASED BATCH PROCESS CONTROL AND END-POINT DETECTION. (Poster) . Chemometrics in analytical Chemistry (CAC 2018) . Halifax . CANADÀ
de Juan, A.; Rocha, R. (2019). Chemometrics in pat: Models, measurements and information. (Conferència invitada) . APACT 2019 . Chester . REGNE UNIT
de Juan, Anna; Gómez-Sánchez, Adrián; Marro, Mónica; Loza, Pablo; Piqueras, Sara; de Oliveira, R.R (2019). La bella simplicidad de la imagen hiperespectral o cómo interpretar la fotografía química de nuestras muestras. (Conferència invitada) . 10 congreso argentino de química analítica . Santa Rosa . ARGENTINA
Solsona, S.P.; Füchtner, S.; de Oliveira, R.R.; Sánchez, A.G.; Keplinger, T.; de Juan, A. and Thygesen, L.G. (2019). Understanding the formation of highly durable heartwood in Larch by use of Synchrotron infrared imaging and multivariate resolution techniques. (Presentació comunicació) . 2nd International Plant Spectroscopy Conference (IPSC) . Berlin . ALEMANYA
de Juan, A.; de Oliveira, R.R. (2019). The many faces of Chemometrics in the PAT world. (Conferència invitada) . Chimiométrie 2019 . Montpellier . FRANÇA
Rocha de Oliveira, R.; Ortiz, J.; .de Juan, A (2019). Monitoring pharmaceutical blending process using NIR hyperspectral images and variographic analysis. (Presentació comunicació) . Colloquium Chemiometricum Mediterraneum . Maó . ESPANYA
de Oliveira, R.; Ferré, J.; Zampetakis, T.; Bianchin, A.; de Juan, A. (2019). Data fusion for on-line control of granulometry properties and performance of milling and classification processes. (Poster) . APACT 2019 . Chester . REGNE UNIT
Rocha de Oliveira, R.; de Juan, A. (2020). Data fusion strategies to combine process sensor and NIR-based multivariate model outputs for Multivariate Statistical Process Control. (Conferència invitada) . Virtual Analytica, Online event . ALEMANYA
Rocha de Oliveira, R.; de Juan, A. (2021). Sliding window variographic image analysis for in situ monitoring of blending processes. (Presentació comunicació) . Road to CAC2022 . Online conference . FRANÇA
Rocha de Oliveira, R.; de Juan, A. (2021). Real-time monitoring of blending processes using in situ NIR hyperspectral imaging and variographic image analysis. (Presentació comunicació) . EuroPACT2021 Online event . DINAMARCA
Leiyong Hu; Rodrigo Rocha de Oliveira; Adrián Gómez-Sánchez; Anna de Juan (2022). Study of the combination of color (RGB) and NIR hyperspectral images to improve unmixing using multivariate curve resolution. (Poster) . International Association of Spectral Imaging (IASIM) conference . Esbjerg . DINAMARCA
Rocha de Oliveira, R.; de Juan, A. (2022). New chemometric strategies for heterogeneity assessment and product characterization using hyperspectral imaging. (Conferència invitada) . Advances in Process Analytics and Control Technology - 2022 Conference . Chester . REGNE UNIT
R. Rocha de Oliveira, M. Cocchi, A. de Juan (2022). 2-D WAVELET IMAGE DECOMPOSITION AND MULTIVARIATE STATISTICAL PROCESS CONTROL FOR BLENDING END-POINT DETECTION. (Presentació comunicació) . Chemometrics in Analytical Chemistry (CAC 2022) . Roma . ITÀLIA
Rocha de Oliveira, R; Cocchi, M; de Juan, A (2023). 2D wavelets and multivariate statistical process control for endpoint detection of blending processes monitored by hyperspectral imaging. (Presentació comunicació) . 6th European Conference on Process Analytics and Control Technology (EuroPACT 2023) . Copenhagen . DINAMARCA
Malegori, C; Canali, G; Rocha de Oliveira, R; Gariglio, S; Malaspina, P; Voccio, R; Casale, M; Oliveri, P; Giordani, P (2023). The power of NIR hyperspectral imaging for visualizing water patterns during dehydration of nonvascular epiphytic communities. (Presentació comunicació) . 21st International Conference on Near Infrared Spectroscopy (NIR 2023) . Innsbruck . ÀUSTRIA
Malegori, C; Canali, G; Rocha de Oliveira, R; Gariglio, S; Malaspina, P; Casale, M; Oliveri, P; Giordani, P (2023). NIR hyperspectral imaging combined with chemometrics for the monitoring of water patterns during dehydration of nonvascular epiphytic communities. (Presentació comunicació) . 11th Colloquium Chemiometricum Mediterraneum (CCM XI 2023) . Padova . ITÀLIA

Formació acadèmica

Doctor per la Universitat de Barcelona . Universitat de Barcelona . 20/01/2022 . (Doctorat )
Erasmus Mundus Master in Quality in Analytical Laboratories . University of Bergen and Universitat de Barcelona . 2016 . (Màster Oficial)
Bacharelado em Química do Petróleo . Universidade Federal do Rio Grande do Norte . 2014 . (Diplomatura / Llicenciatura / Grau)

Estades a Centres de Recerca

Dipartimento di Scienze Chimiche e Geologiche at the Università Degli Studi di Modena e Reggio Emilia (UNIMORE),. Modena. ITÀLIA. 2020 (3 Mesos) . Development and implementation of strategies for blending process monitoring using hyperspectral images and multivariate analysis. . Doctorand
Università degli Studi di Genova, Department of Pharmacy. Genova. ITÀLIA. 2022 (1 Anys 6 Mesos) . Development and aplication of chemometric methods for treatment of hyperspectral images and spectroscopic data. . Post-doctoral

Projectes

Superando límites en la fusión de datos: hacia la descripción integral de imágenes hiperespectrales y procesos bioanalíticos e industriales (Programa Nacional de ciencias y tecnologías químicas) . 2020 - 2024 . Ref.PID2019-107158GB-I00 . Ministerio de Ciencia, Innovación y Universidades . IP: Ana Maria de Juan Capdevila . (2 Investigadors)
  • Quimiometria
  • imagen hiperespectral
  • Procesos Bioanalíticos
  • Procesos industriales
  • Espectroscopía
Ayuda Margarita Salas para la formación de jóvenes doctores (Sense especificar) . 2022 - 2024 . Ministerio de Universidades . IP: Rodrigo Rocha de Oliveira . (1 Investigadors)
Chemometrics: method development and application to analytical multidisciplinary problems (MULTICHEMO) () . 2017 - 2021 . Ref.2017SGR753 . Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) . IP: Roman Tauler Ferre
Quimiometria Ambiental, Analítica i Òmica (-) . 2022 - 2024 . Ref.2021SGR00449 . Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) . IP: -
Synchrotron FTIR mapping: characterizing membrane performance and membrane fouling events () . 2020 . Ref.2019093800 . Sincrotró ALBA - CELLS . IP: Ana Maria de Juan Capdevila
Avances en el tratamiento de datos megavariantes y de gran complejidad: análisis de imágenes hiperespectrales y de modelización de procesos bioanalíticos e industriales () . 2016 - 2019 . Ref.CTQ2015-66254-C2-2-P . Ministerio de Economia y Competitividad . IP: Ana Maria de Juan Capdevila
Use of SR-IR imaging for plant tissue substructure characterization and assessment of the effect of heavy metal exposure in rice plants () . 2019 . Ref.2018092999 . Sincrotró ALBA - CELLS . IP: Ana Maria de Juan Capdevila
Understanding the formation of highly durable heartwood in larch () . 2018 . Ref.AV 2018022761 . Sincrotró ALBA - CELLS . IP: Lisbeth Garbrecht Thygesen
Robust and affordable process control technologies for improving standards and optimising industrial operations (PROPAT) (SPIRE program) () . 2015 - 2018 . Unió Europea . IP: Ana Maria de Juan Capdevila
Chemometrics Training () . 2021 . Dr. Reddy's Laboratories Ltd . IP: Ana Maria de Juan Capdevila