... two aspects: first, the types of the failures: infant mortality, constant failure rate, and wear out failures. Second the characteristics run life which is the run life where 63% of the population already failed. Based on the Weibull data analysis, the study built a prediction model to determine...

... savings as a result of reliability improvement and a method to calculate the optimum level of investment in ESP reliability. artificial lift system Artificial Intelligence submersible pump investment Efficiency Upstream Oil & Gas intrinsic reliability failure rate maintenance bathtub...

... pump artificial lift system calculation run lives operation ESP failure rate run life Mean time Artificial Intelligence electric submersible pump run life reliability installation probability reliability analysis knowledge statistical analysis MTBF MTTF field-validated model society...