A novel framework for imputing large gaps of missing values from time series sensor data of marine machinery systems
Author:
Affiliation:
1. Department of Naval Architecture, Ocean and Marine Engineering, University of Strathclyde, Glasgow, UK
Publisher
Informa UK Limited
Subject
Mechanical Engineering,Ocean Engineering
Link
https://www.tandfonline.com/doi/pdf/10.1080/17445302.2021.1943850
Reference30 articles.
1. IoT-enabled smart appliances under industry 4.0: A case study
2. Missing data resilient decision-making for healthcare IoT through personalization: A case study on maternal health
3. Handling missing data in multivariate time series using a vector autoregressive model-imputation (VAR-IM) algorithm
4. A novel imputation methodology for time series based on pattern sequence forecasting
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A hybrid predictive maintenance approach for ship machinery systems: a case of main engine bearings;Journal of Marine Engineering & Technology;2024-08-21
2. IoT Time-Series Missing Value Imputation - Comparison of Machine Learning Methods;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2024
3. Mar-RUL: A remaining useful life prediction approach for fault prognostics of marine machinery;Applied Ocean Research;2023-11
4. Recent advancements in data-driven methodologies for the fault diagnosis and prognosis of marine systems: A systematic review;Ocean Engineering;2023-09
5. An Evaluative Study on IoT Ecosystem for Smart Predictive Maintenance (IoT-SPM) in Manufacturing: Multiview Requirements and Data Quality;IEEE Internet of Things Journal;2023-07-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3