Increasing power plant efficiency with clustering methods and Variable Importance Index assessment

Increasing power plant efficiency with clustering methods and Variable Importance Index assessment

Power plant performance can decrease along with its life span, and move away from the design and commissioning targets. Maintenance issues, operational practices, market restrictions, and financial objectives may lead to that behavior, and the knowledge of appropriate actions could support the syste...

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Bibliographic Details
Main Authors: Jéssica Duarte, Lara Werncke Vieira, Augusto Delavald Marques, Paulo Smith Schneider, Guilherme Pumi, Taiane Schaedler Prass
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Energy and AI
Subjects:
Thermal power plant performance enhancement
Operating patterns identification
K-means clustering
Principal component analysis
Unsupervised machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546821000380

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http://www.sciencedirect.com/science/article/pii/S2666546821000380

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