Xiaoyan Shao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Top Venues

Reliab. Eng. Syst. Saf.

IBM J. Res. Dev.

IEEE Trans. Ind. Electron.

Publications

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)