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Xiaoyan Shao
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 10
Top Topics
Case Study
Short Term
Control System
Small Sample
Top Venues
Reliab. Eng. Syst. Saf.
IEEE BigData
IBM J. Res. Dev.
IEEE Trans. Ind. Electron.
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Publications
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Xiaoyan Shao
,
Baoping Cai
,
Lei Gao
,
Yanping Zhang
,
Chao Yang
,
Chuntan Gao
Data-model-linked remaining useful life prediction method with small sample data: A case of subsea valve.
Reliab. Eng. Syst. Saf.
250 (2024)
Xiaoyan Shao
,
Baoping Cai
,
Yonghong Liu
,
Junyan Zhang
,
Zhongfei Sui
,
Qiang Feng
Remaining useful life prediction via a hybrid DBN-KF-based method: A case of subsea Christmas tree valves.
Reliab. Eng. Syst. Saf.
238 (2023)
Xuelin Liu
,
Baoping Cai
,
Xiaobing Yuan
,
Xiaoyan Shao
,
Yiliu Liu
,
Javed Akbar Khan
,
Hongyan Fan
,
Yonghong Liu
,
Zengkai Liu
,
Guijie Liu
A hybrid multi-stage methodology for remaining useful life prediction of control system: Subsea Christmas tree as a case study.
Expert Syst. Appl.
215 (2023)
Chenyushu Wang
,
Baoping Cai
,
Xiaoyan Shao
,
Liqian Zhao
,
Zhongfei Sui
,
Keyang Liu
,
Javed Akbar Khan
,
Lei Gao
Dynamic risk assessment methodology of operation process for deepwater oil and gas equipment.
Reliab. Eng. Syst. Saf.
239 (2023)
Baoping Cai
,
Hongyan Fan
,
Xiaoyan Shao
,
Yonghong Liu
,
Guijie Liu
,
Zengkai Liu
,
Renjie Ji
Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study.
Comput. Ind. Eng.
151 (2021)
Baoping Cai
,
Wenchao Li
,
Yiliu Liu
,
Xiaoyan Shao
,
Yanping Zhang
,
Yi Zhao
,
Zengkai Liu
,
Renjie Ji
,
Yonghong Liu
Modeling for evaluation of safety instrumented systems with heterogeneous components.
Reliab. Eng. Syst. Saf.
215 (2021)
Baoping Cai
,
Xiaoyan Shao
,
Yonghong Liu
,
Xiangdi Kong
,
Haifeng Wang
,
Hongqi Xu
,
Weifeng Ge
Remaining Useful Life Estimation of Structure Systems Under the Influence of Multiple Causes: Subsea Pipelines as a Case Study.
IEEE Trans. Ind. Electron.
67 (7) (2020)
Siyuan Lu
,
Xiaoyan Shao
,
Marcus Freitag
,
Levente J. Klein
,
Jason D. Renwick
,
Fernando J. Marianno
,
Conrad M. Albrecht
,
Hendrik F. Hamann
IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery.
IEEE BigData
(2016)
Xiaoyan Shao
,
Siyuan Lu
,
Theodore G. van Kessel
,
Hendrik F. Hamann
,
Leda Daehler
,
Jeffrey Cwagenberg
,
Alan Li
Solar irradiance forecasting by machine learning for solar car races.
IEEE BigData
(2016)
G. Badr
,
Levente J. Klein
,
Marcus Freitag
,
Conrad M. Albrecht
,
Fernando J. Marianno
,
Siyuan Lu
,
Xiaoyan Shao
,
Nigel Hinds
,
Gerrit Hoogenboom
,
Hendrik F. Hamann
Toward large-scale crop production forecasts for global food security.
IBM J. Res. Dev.
60 (5/6) (2016)
Siyuan Lu
,
Youngdeok Hwang
,
Ildar Khabibrakhmanov
,
Fernando J. Marianno
,
Xiaoyan Shao
,
Jie Zhang
,
Bri-Mathias S. Hodge
,
Hendrik F. Hamann
Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction.
ECC
(2015)
Levente J. Klein
,
Fernando J. Marianno
,
Conrad M. Albrecht
,
Marcus Freitag
,
Siyuan Lu
,
Nigel Hinds
,
Xiaoyan Shao
,
Sergio Bermudez Rodriguez
,
Hendrik F. Hamann
PAIRS: A scalable geo-spatial data analytics platform.
IEEE BigData
(2015)