Elsa M. P. Henriques

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 6

Top Topics

Health Management

Top Venues

IEEE Congress on Evolutionary Computation

Comput. Ind. Eng.

Reliab. Eng. Syst. Saf.

Publications

Marcia Lourenco Baptista, Kai Goebel, Elsa M. P. Henriques
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values. Artif. Intell. 306 (2022)
Marcia Lourenco Baptista, Elsa M. P. Henriques
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan. Appl. Soft Comput. 131 (2022)
Marcia Lourenco Baptista, Elsa M. P. Henriques, Kai Goebel
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes. Neurocomputing 456 (2021)
Márcia Baptista, Elsa M. P. Henriques, Ivo Paixao de Medeiros, Joao P. Malere, Cairo L. Nascimento Jr., Helmut Prendinger
Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering. Reliab. Eng. Syst. Saf. 184 (2019)
Márcia Baptista, Shankar Sankararaman, Ivo Paixao de Medeiros, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa M. P. Henriques
Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling. Comput. Ind. Eng. 115 (2018)
Márcia Baptista, Ivo Paixao de Medeiros, Joao P. Malere, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa M. P. Henriques
Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages. Comput. Ind. 86 (2017)
Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa, Elsa M. P. Henriques
Metaheuristics for the 3D bin packing problem in the steel industry. IEEE Congress on Evolutionary Computation (2014)