The research focuses on the development of a fluid rate prediction method for SRP pumps in Rokan's X WK Field using Random Forest algorithms. The field plays a crucial role in global energy production, with more than 85 active wells and thousands of artificial extraction systems involved. The analysis involved more than 2600 Online Dyno, 1500 ESP Scada monitoring, and more than 150,000 well tes…