Original paper

Condition-Based Maintenance of Naval Propulsion Systems with supervised Data Analysis

Volume: 149, Pages: 268 - 278
Published: Feb 1, 2018
Abstract
The behavior and interaction of the main components of Ship Propulsion Systems cannot be easily modeled with a priori physical knowledge, considering the large amount of variables influencing them. Data-Driven Models (DDMs), instead, exploit advanced statistical techniques to build models directly on the large amount of historical data collected by on-board automation systems, without requiring any a priori knowledge. DDMs are extremely useful...
Paper Details
Title
Condition-Based Maintenance of Naval Propulsion Systems with supervised Data Analysis
Published Date
Feb 1, 2018
Volume
149
Pages
268 - 278
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