Title :
Lifetime prognosis of blowout preventer valve for offshore platform based on Wiener process
Author :
Liu Xiu ; Li Juan ; Chen Xiu-Rong ; Si Xiao-Sheng ; Yue Dan-Song ; Yang Xue
Author_Institution :
Mech. & Electr. Eng. Coll., Qingdao Agric. Univ., Qingdao, China
Abstract :
The blowout preventer valve is the last protective screen to prevent oil spilling in offshore drilling platform. To avoid the happen of the spilling and other disasters which is caused by the blowout preventer valve failure, a lifetime prognosis approach is employed to forecast the lifetime of blowout preventer valve based on Wiener process. Firstly, a performance degradation model is established according to degradation data of the blowout preventer valve. Secondly, parameters in the model are obtained in virtue of the maximum likelihood estimation method, and then the lifetime is prognosed. Finally, an example is given to verify its effectiveness and reliability.
Keywords :
condition monitoring; maximum likelihood estimation; oil drilling; reliability; stochastic processes; valves; Wiener process; blowout preventer valve; disaster; lifetime prognosis; maximum likelihood estimation; offshore drilling platform; oil spilling; performance degradation model; protective screen; reliability; Data models; Degradation; Oceans; Prognostics and health management; Reliability; Stochastic processes; Valves; Blowout Preventer Valve; Lifetime Prediction; Offshore Drilling Platform; Performance Degradation; Wiener Process;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7162329