... and accuracy of high-resolution, laboratory-quality spectrometers with the ruggedness and simplicity of photometers. Many modern sensors typically merge the sensor with the electronics on an integrated computing chip to perform complex computations, resulting in an elegant yet simplistic design. Now, optical...

... classified operations and the results show high accuracy. artificial intelligence polynomial thonhauser drilling equipment drilling process flowin gram polynomial hookload sensor data drilling operation sensor measurement information machine learning pattern base drilling operation...

.... This study demonstrated that both ANNs and SVMs are able to predict stuck pipe occurrences with reasonable accuracy, over 85%. The competitive SVM technique is able to generate generally reliable stuck pipe prediction. Besides, it can be found that SVMs are more convenient than ANNs since they need fewer...

... secured the performances under challenging conditions. This paper describes the development of the solutions that allow this MPFM to achieve high performance in all flow conditions and presents the results obtained in various flow loops in the past two years. Results confirm the accuracy...