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Ricardo Rendall
The Dow Chemical Company
14
H-index
40
Paper Count
790
Citation Count
0
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Published Papers
19
Publication Date
Publication Date
Impact Factor
Citations
Efficient human-in-the-loop MPC tuning with multi-task preferential Bayesian optimization
Control Engineering Practice
IF
4.6
2026-04-01
0
OA
AI
João P.L. Coutinho; You Peng; Ricardo Rendall; Kaiwen Ma; Swee-Teng Chin; Ivan Castillo; Marco S. Reis
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Hybrid modeling for improved extrapolation and transfer learning in the chemical processing industry
CHEMICAL ENGINEERING SCIENCE
IF
4.3
2024-12-01
4
PRE
AI
Sansana, Joel; Rendall, Ricardo; Castillo, Ivan; Chiang, Leo; Reis, Marco S.
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Regularized Bayesian Fusion for Multimodal Data Integration in Industrial Processes
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2024-11-19
0
PRE
AI
Strelet, Eugeniu; Wang, Zhenyu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Reis, Marco S.
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Hybrid Approach for Advanced Monitoring and Forecasting of Fouling with Application to an Ethylene Oxide Plant
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2024-06-11
0
OA
AI
Sansana, Joel; Rendall, Ricardo; Castillo, Ivan; de Bruijne, Luc; Huggins, Jonathan; Phillips, Ailene; Reis, Marco S.
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A functional data-driven approach to monitor and analyze equipment degradation in multiproduct batch processes
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF
7.8
2023-12-01
3
OA
AI
Sansana, Joel; Rendall, Ricardo; Joswiak, Mark N.; Castillo, Ivan; Miller, Gloria; Chiang, Leo H.; Reis, Marco S.
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Multi-source and multimodal data fusion for improved management of a wastewater treatment plant
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING
IF
7.2
2023-12-01
7
OA
AI
Strelet, Eugeniu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Wang, Zhenyu; Joswiak, Mark; Braun, Birgit; Chiang, Leo; Reis, Marco S.
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Improving the sensitivity of statistical process monitoring of manifolds embedded in high-dimensional spaces: The truncated-Q statistic
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF
3.8
2021-08-01
8
PRE
AI
Reis, Marco S.; Rendall, Ricardo; Rato, Tiago J.; Martins, Cristina; Delgado, Pedro
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Recent trends on hybrid modeling for Industry 4.0
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2021-08-01
158
PRE
AI
Sansana, Joel; Joswiak, Mark N.; Castillo, Ivan; Wang, Zhenyu; Rendall, Ricardo; Chiang, Leo H.; Reis, Marco S.
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Sensor Fusion with Irregular Sampling and Varying Measurement Delays
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2020-01-10
10
PRE
AI
Sansana, Joel; Rendall, Ricardo; Wang, Zhenyu; Chiang, Leo H.; Reis, Marco S.
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Data-driven methods for batch data analysis - A critical overview and mapping on the complexity scale
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2019-05-01
57
OA
AI
Rendall, Ricardo; Chiang, Leo H.; Reis, Marco S.
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Wide spectrum feature selection (WiSe) for regression model building
COMPUTERS & CHEMICAL ENGINEERING
IF
3.9
2019-02-01
14
PRE
AI
Rendall, Ricardo; Castillo, Ivan; Schmidt, Alix; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco
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Which regression method to use? Making informed decisions in data-rich/knowledge poor scenarios - The Predictive Analytics Comparison framework (PAC)
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF
3.8
2018-10-01
22
PRE
AI
Rendall, Ricardo; Reis, Marco S.
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Image-based manufacturing analytics: Improving the accuracy of an industrial pellet classification system using deep neural networks
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF
3.8
2018-09-01
20
PRE
AI
Rendall, Ricardo; Castillo, Ivan; Lu, Bo; Colegrove, Brenda; Broadway, Michael; Chiang, Leo H.; Reis, Marco S.
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A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part II-Assessing Detection Speed
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2018-03-27
7
PRE
AI
Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Saraiva, Pedro M.; Reis, Marco S.
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Advanced predictive methods for wine age prediction: Part I - A comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables and tree-based ensemble methods
TALANTA
IF
6.1
2017-08-01
21
PRE
AI
Rendall, Ricardo; Pereira, Ana Cristina; Reis, Marco S.
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A Unifying and Integrated Framework for Feature Oriented Analysis of Batch Processes
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2017-07-18
19
PRE
AI
Rendall, Ricardo; Lu, Bo; Castillo, Ivan; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco S.
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A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I-Assessing Detection Strength
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2016-04-29
21
PRE
AI
Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H.; Saraiva, Pedro M.; Reis, Marco S.
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Challenges in the Specification and Integration of Measurement Uncertainty in the Development of Data-Driven Models for the Chemical Processing Industry
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF
3.9
2015-09-14
22
PRE
AI
Reis, Marco S.; Rendall, Ricardo; Chin, Swee-Teng; Chiang, Leo
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Chemometric analysis of the volatile fraction evolution of Portuguese beer under shelf storage conditions
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF
3.8
2015-03-01
17
PRE
AI
Rendall, Ricardo; Reis, Marco S.; Pereira, Ana Cristina; Pestana, Cristina; Pereira, Vanda; Marques, Jose Carlos
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Research Directions
No research directions
Co-authors
Cooperation Journals
P
Pedro Saraiva
H-index: 42 · Papers: 282
P
Pedro L. Delgado
H-index: 40 · Papers: 516
M
Marco S. Reis
H-index: 32 · Papers: 255
J
José C. Marques
H-index: 31 · Papers: 102
L
Leo H. Chiang
H-index: 28 · Papers: 91
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