This paper reviews the recent advancement made in data-driven technologies based on
SCADA data for improving wind turbines' operation and maintenance activities (eg condition …

Fault diagnosis and prognosis are some of the most crucial functionalities in complex and
safety-critical engineering systems, and particularly fault diagnosis, has been a subject of …

Fault detection and classification are considered as one of the most mandatory techniques
in nowadays industrial monitoring. The necessity of fault monitoring is due to the fact that …

The analysis of reliable studies helps to identify the credibility, scope, and limitations of
various techniques for condition monitoring of a wind turbine (WT) system's design and …

This paper introduces a new condition monitoring approach for extracting fault signatures in
wind turbine blades by utilizing the data from a real-time Supervisory Control and Data …

In North America, many utility-scale turbines are approaching the half-way point of their
anticipated initial lifespan. Accurate remaining useful life (RUL) estimation can provide wind …

A new fusion strategy is introduced in this article to estimate state for multi-rate multi-sensor
systems with missing measurements. N sensors, which possess various sampling rates …

The failure progression of wind turbine bearings comprises of multiple degraded health
states due to applied load by varying operating conditions (VOC). Therefore, determining the …

The vibrations of bearings holding the high-speed shaft of a steam turbine are critically
controlled for the safe and reliable power generation at the power plants. In this paper, two …

This article introduces a new hybrid prognosis method to predict a remaining useful lifetime
(RUL) of multi-functional spoiler (MFS) systems. The MFS is vital to the healthy operation of …