TY - JOUR Y1 - 2020/// KW - Crude oil; Decision making; Failure analysis; Forecasting; Hazards; Petroleum pipelines; Pipeline corrosion; Pipelines KW - Crude oil pipelines; Deterioration rates; Environmental damage; Inspection datum; Metal loss; Oil and Gas Industry; Remaining useful life predictions; Remaining useful lives KW - Deterioration IS - S1 TI - Remaining useful life prediction of crude oil pipeline by means of deterioration curves N2 - Pipelines sometimes generate different kinds of environmental damages which are irreparable and hazardous due to various reasons such as natural hazards, external loads, and corrosion. Many soft computational methods have been introduced to assess the failure rates of pipelines since decades. However, the majority of studies were limited to specific conditions. The aim of this paper is to predict the remaining useful life of the crude oil pipeline by generating the deteriorating curves. The historical inspection data have been used to calculate the metal loss (ML) growth rates. ML anomalies were found to be a major effect on the deterioration rate of a crude oil pipeline. Deterioration curves were developed using ML growth rates on a timely basis. The results may help pipeline technicians in decision making for overhaul planning and to take essential arrangements or to repair when needed, so that produce losses of oil and gas industries can be reduced and hence the lifespan of a pipeline can be increased. © 2019 American Institute of Chemical Engineers SN - 10668527 UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075731210&doi=10.1002%2fprs.12112&partnerID=40&md5=e3e1aa6f0215c982db31e8e7a7234358 A1 - Shaik, N.B. A1 - Pedapati, S.R. A1 - Abd Dzubir, F.A. N1 - cited By 5 ID - scholars13435 AV - none JF - Process Safety Progress PB - John Wiley and Sons Inc. VL - 39 ER -