The Tahe Oilfield was the earliest marine carbonate fractured-vuggy oil and gas field discovered in China
[13]. The Ordovician oil reservoirs are deep (generally deeper than 5 000 m), with the characteristics of differential accumulation of light, medium and heavy oil clear on the plane
[14] (
Fig. 1). Some studies suggested that the Ordovician reservoirs in Tahe Oilfield experienced multiple stages of hydrocarbon charging, migration, accumulation and reconstruction
[15⇓⇓-18], but limited by traditional geological test methods, the genetic mechanism of the differential accumulation of oil and gas in the deep petroleum system of the Tahe Oilfield is still controversial. Some scholars believed that the mixing of late light oil and early heavy oil was the cause for multiphase oil and gas reservoirs
[19], some believed that different paleogeomorphic units led to different reservoir structures
[20-21], and others suggested that the evolution of strike-slip faults caused the differential accumulation of oil and gas
[22]. After long-term exploration and development, the Tahe Oilfield faced difficulties such as rapid production decline and high well density
[13,23⇓⇓ -26], so that it is urgent to expand new areas for increasing reserves and production. Previous studies on hydrocarbon accumulation relied mostly on single-factor static analysis
[13-14,16⇓ -18], and the mechanism of dynamic adjustment and transform of deep oil and gas is still unclear, which constrains the evaluation and exploration of deep and ultra-deep hydrocarbon resources in Tahe Oilfield. In this study, constrained by seismic interpretation and dynamic production data of the Lower Paleozoic petroleum system of the Tahe Oilfield, the evolution of the key elements of the Lower Paleozoic petroleum system is restored by means of reservoir-forming dynamics simulation. Enrichment models of the differential accumulation of deep oil and gas are established to provide references to deep and ultra-deep resource evaluation and selection of favorable targets in the Tahe Oilfield.