id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
iogr-1353	Kerunwa, Anthony; Ibewuike, Chimuanya Winifred; Ndoma-Egba, Lilian Enyang; Okereke, Ndubuisi; Dike, Chukwuebuka Francis	An Investigation into the Optimization of Electrically Submersible Pumps through the Application of Machine Learning: DOI: 10.14800/IOGR.1353	2025	9	.pdf	application/pdf	3904	200	52	Several studies have been carried out on oil production by ESP design, but these studies have not considered the impact of these ESP design parameters in oil rate production. This striking similarity between the predicted rates from this study and the actual field data serves to validate and reinforce the effectiveness and reliability of the proposed RF-ML algorithm in accurately forecasting oil production rates.	cache/iogr-1353.pdf	txt/iogr-1353.txt