“In the field of shale oil reservoir transformation, experts have optimized the location of perforation clusters and constructed a multi cluster hydraulic fracture extension model, providing theoretical methods for improving the effectiveness of fracturing and regulating the balanced extension of fractures, which has guiding significance for on-site design.”