Adaptive Online Multivariate Signal Extraction With Locally Weighted Robust Polynomial Regression

Author:

Klanderman Molly C.1ORCID,Lee Junho1ORCID,Villez Kris2ORCID,Cath Tzahi Y.3ORCID,Hering Amanda S.1ORCID

Affiliation:

1. Department of Statistical Science, Baylor University, Waco, Texas, USA

2. Oak Ridge National Laboratory, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA

3. Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, Colorado, USA

Funder

National Science Foundation

National Science Foundation Engineering Research Center program

the National Alliance for Water Innovation (NAWI), funded by the US Department of Energy

Energy Efficiency and Renewable Energy Office

Advanced Manufacturing Office under Funding Opportunity Announcement

US Department of Energy

Office of Energy Efficiency and Renewable Energy

Advanced Manufacturing Office

UTBattelle LLC

Publisher

Informa UK Limited

Reference43 articles.

1. Multivariate statistical monitoring of continuous wastewater treatment plants

2. Azzalini A. 2020. The R package SN: the skew-normal and related distributions such as the skew-t (version 1.6-2). Padova: Università di Padova, Italia.

3. Borowski M. 2012. Echtzeit-extraktion relevanter Information aus multivariaten zeitreihen basierend auf robuster regression [PhD thesis]. Germany: TU Dortmund University.

4. Online signal extraction by robust regression in moving windows with data-adaptive width selection

5. Multivariate Real-Time Signal Extraction by a Robust Adaptive Regression Filter

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