PREDICTION OF FLUID LOSS AND RHEOLOGICAL PROPERTIES OF WATER-BASED DRILLING FLUID USING MULTIPLE MACHINE LEARNING ALGORITHMS

Drilling fluid is an important aspect to consider in drilling activities. Determining properties of drilling fluids is considered as a crucial process in petroleum operations, especially during reservoir drilling in the extreme conditions. Conventionally, designing a proper drilling fluid can be done by doing experiment in laboratory or by utilizing computer modelling.