Failure Prediction for Rod Pump Artificial Lift Systems

Failure prediction, a subset of anomaly detection which aims at the precursory events that potentially triggers failures, is of great value in maintaining reliable complex engineering systems. Given massive amount of historical data in multivariate time series for a complex system, data mining and m...

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Bibliographic Details
Main Author: Liu, Yintao
Format: Dissertation
Language:English
Published: ProQuest Dissertations & Theses 01.01.2013
Subjects:
ISBN:9781303694042, 1303694042
Online Access:Get full text
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