Tiago J. Rato - Publications, H-index & Citations

Tiago J. Rato

universidade de coimbra

19H指数

51论文数

975被引数

收录论文 28

发表时间

A comparative analysis of deep learning and chemometric approaches for data 数据的深度学习和化学计量学方法的比较分析

ANALYTICA CHIMICA ACTA

IF6

2025-04-01

OAAI

Gariso, Ruben; Coutinho, Joao P. L.; Rato, Tiago J.; Reis, Marco S.

Real-time risk assessment and surveillance for early prediction of unplanned shutdown events

CHEMICAL ENGINEERING SCIENCE

IF4.3

2023-12-01

OAAI

Rato, Tiago J.; Reis, Marco S.

Hybrid modelling through latent differential-regression analysis (LDRA) for predicting long-term equipment degradation in the chemical process industry

CHEMICAL ENGINEERING SCIENCE

IF4.3

2023-08-01

OAAI

Reis, Marco S.; Rato, Tiago J.

Causal network inference and functional decomposition for decentralized statistical process monitoring: Detection and diagnosis

CHEMICAL ENGINEERING SCIENCE

IF4.3

2023-03-01

OAAI

Paredes, Rodrigo; Rato, Tiago J.; Reis, Marco S.

Modeling in the observable or latent space? A comparison of dynamic latent variable based monitoring methods for sensor fault detection

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2022-12-01

OAAI

Fernandes, Naterica C. P.; Rato, Tiago J.; Reis, Marco S.

A Federated Classification Approach of Waste Lubricant Oils in Geographically Distributed Laboratories

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2022-11-22

PREAI

Reis, Marco S.; Strelet, Eugeniu; Sansana, Joel; Quina, Margarida J.; Gando-Ferreira, Licinio M.; Rato, Tiago J.

Improving the sensitivity of statistical process monitoring of manifolds embedded in high-dimensional spaces: The truncated-Q statistic

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2021-08-01

PREAI

Reis, Marco S.; Rendall, Ricardo; Rato, Tiago J.; Martins, Cristina; Delgado, Pedro

A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2021-07-01

PREAI

de Souza, Daniela C. M.; Cabrita, Luis; Galinha, Claudia F.; Rato, Tiago J.; Reis, Marco S.

A systematic PAT Soft Sensor screening and development methodology applied to the prediction of free fatty acids in industrial biodiesel production

FUEL

IF7.5

2020-12-01

PREAI

Rato, Tiago J.; Neves, Diogo M. G.; Antunes, Anabela; Reis, Marco S.

An integrated multiresolution framework for quality prediction and process monitoring in batch processes

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2020-10-01

PREAI

Rato, Tiago J.; Reis, Marco S.

Optimal fusion of industrial data streams with different granularities

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2019-11-01

PREAI

Rato, Tiago J.; Reis, Marco S.

SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2019-09-01

PREAI

Rato, Tiago J.; Reis, Marco S.

Multiresolution interval partial least squares: A framework for waveband selection and resolution optimization

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2019-03-01

PREAI

Rato, Tiago J.; Reis, Marco S.

Optimal Selection of Time Resolution for Batch Data Analysis. Part I: Predictive Modeling

AICHE JOURNAL

IF4

2018-09-03

PREAI

Rato, Tiago J.; Reis, Marco S.

Building Optimal Multiresolution Soft Sensors for Continuous Processes

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2018-04-12

PREAI

Rato, Tiago J.; Reis, Marco S.

A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part II-Assessing Detection Speed

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2018-03-27

PREAI

Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Saraiva, Pedro M.; Reis, Marco S.

Markovian and Non-Markovian sensitivity enhancing transformations for process monitoring

CHEMICAL ENGINEERING SCIENCE

IF4.3

2017-05-01

PREAI

Rato, Tiago J.; Reis, Marco S.

Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2017-04-01

PREAI

Rato, Tiago J.; Blue, Jakey; Pinaton, Jacques; Reis, Marco S.

Multiresolution Soft Sensors: A New Class of Model Structures for Handling Multiresolution Data

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2017-03-27

PREAI

Rato, Tiago J.; Reis, Marco S.

A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I-Assessing Detection Strength

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2016-04-29

PREAI

Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H.; Saraiva, Pedro M.; Reis, Marco S.

研究方向