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Abstract The study area is located offshore in the West of Nile Delta basin at Raven field which is about 60 km offshore and to the West of the Rosetta fault. The water depth is ranging between 500-700 m. The theory, workflows, methodology, and results discussion integration were the main concept of this study. Raven field in the West Nile Delta Deep Marine is one of the best fields to apply several geophysical workflows where it has simple geologic complexity, data availability given that it is an early development field, the pore pressure prediction is very vital for future high pressure high temperature (HPHT) drilling activities. At the first stage of the study, time was spent to collect the available data sets that would benefit the objective of this study. Also, the different approaches were investigated to select the most recent workflows practical software, methodologies, and terminologies to achieve results fitting to industry terms and applications alongside with the academic understanding. The main objectives of this study are to interpret and evaluate the seismic multi- azimuth reflectivity dataset and pick main structure and stratigraphic elements that could encounter overpressure to avoid While drilling. Then, the results of seismic interpretation were used to generate attribute maps to understand the lateral and verical distribution of the geologic elements in the study area. the geologic understanding together with the seismic interpretation results, attribute maps, structure models were integrated to understand the the mechanisms of overpressure distribution at different depth levels in particular the late Miocene age Messinian Abu-Madi Formation. Then, integrate the available seismic and well data to estimate the pore pressure along four wells in the early development Raven field. Finally, to Confidential CHAPTER 7 SUMMARY AND CONCLUSION 309 estimate the pore pressure during the Pre-drill and While drilling then, validate with Post drilling actual results. In the Pre-drill stage, the tilted transverse isotropy (TTI) and Full Waveform Inverted (FWI) seismic velocities were used in the Pre-drill prediction of the pore pressure. A 3D pore pressure cube was built in order to identify the overpressure areas in the overburden (OVB) across the problematic overpressured intervals in the field i.e., Kafr El-Sheikh and Messinian to optimize the well trajectory during the planning stage of the four wells. A detailed 1D pore pressure curve along each well trajectory was calculated using different approaches (Modified Eaton and PRESGRAF) in order to cover the uncertainty envelope. In the While drilling stage, the drilling parameters i.e, ROP, WOB, ECD… etc. were used and compared with the Pre-drill pore pressure prediction for each well. Then the estimations were validated with the actual pore pressure data Post drilling. Chapter 1: This chapter discusses the location of the study area, objectives, the available data, methods and approaches, and exploration history in the study area from field report. Chapter 2: This chapter covers the regional geologic setting in West part of Nile Delta basin in particular Raven field. This chapter consists of two main sections stratigraphic and structural settings. First, the stratigraphic units observed within three main sequences Pre-Messinian (Langian to early Miocene), Messinian (Late Miocene age) and Post Messinian (Late Mocene Pliocene-Pliestocene age) from older to younger, repectively. Second, the regional structure settings that would impact the pore pressure prediction in the West of Nile Delta basin in particular and regional seismic lines showed the simple structure within the Raven field. Chapter 3: This chapter focused on the main six steps workflow for seismic data interpretation that were applied using the available reflectivity seismic data. The main objectives from seismic interpretation were to: Confidential CHAPTER 7 SUMMARY AND CONCLUSION 310 Facilitate the definition of the stratigraphic sequences across the area from the seabed down to the reservoir section across the field. Define the horizon framework from the seabed and down to the reservoir and correlate with the geologic understanding. Pick the top and the near base of the Messinian unconformity interval. Highlight the geohazards across the study area to avoid while planning the exploration wells or to consider mitigations While drilling them. Utilize the depth structure maps to build a final 3D structural model. and to generate several attribute extractions which underlined the extension of the geobodies across the field. Utilize the picked surfaces to generate a 3D pore pressure cube across the area that will provide a regional understanding of the pore pressure distribution across the field at each stratigraphic sequence. The main aquisation parameters and processing workflow were checked from field reports. Several seismic datasets were assessed qualitatively to compare individual datasets based on direct visual observations and quantitatively to compare individual datasets based on statistical parameters such as: phase, S/N, extracted wavelets shape and stability from section to section. Based on the results from both assessments the full stack mult-azimuth reflectivity data showed the highest S/N ratio and phase shift less than 20° (very close to zero shift) also it is showing a relative high-quality reliable image compared to other single azimuths. Based on that an additional assessment was carried out to estimate the resolution, tunning thickness and dominant frequency of that reflectivity dataset.. The chapter discussed the wellto-seismic tie analysis for three wells using the actual formation well tops to identify the control points for horizon interpretation. The outcome (AI) logs from the well-to-seismic tie exercise were used to obtain a colored inversion seismic volume representing the sharp top and base to the main lithology surfaces in the field. The following step was to define the framework and pick the most extensive eight horizons in the area: Seabed, Plio-1, KFS, Plio-2, Confidential CHAPTER 7 SUMMARY AND CONCLUSION 311 Top Messinian Abu-Madi Formation and the near base Messinian, top Serravalian (Sidi Salem) and top Lanigan Formation (Qantara) were picked on the available twenty seismic lines in time domain. Finally, the time maps were converted to depth domain using Full Waveform Inverted (FWI) seismic velocity. Petrel 2019 SLB’s software was used to generate the results. Chapter 4: This chapter discussed the post-stack seismic attributes theory in details. The output surfaces generated from the interpretation workflow were used to extract conventional seismic attribute, in addition to, apply advanced spectral decomposition analysis. This chapter also, discussed in details the methodology and the integrated results from both attribute types. As the stratigraphic features that impact the pore pressure distribution for four intervals in the study area were tying well to each other. Also, the spectral decomposition maps integration with Sum of positive amplitudes and velocity maps at the messinian interval were robust to highlight the anhydrites deposites across the field also provided a direct indications to low velocity anomalies (overpressure areas). The same integration at two Post Messinian (KFS and Plio-1) levels showed clear fairways that impact the pore pressure regiems across the study area. It was also highlighted that, the overpressured intervals can’t be avoided in all cases, as the deeper reservoir can not be achieved without drilling through these problematic zones. Therefore, the early prediction of these challenging intervals through the integration between different attribute maps is highly recommended to asses the required mitigations during well planning stage and drilling fluid densities optimisation While drilling through possible overpressure zones. Petrel 2019 SLB’s software was used to generate the attribute results. Chapter 5: This chapter covered the fundumentals of 3D geologic modeling. As the interpretation and attributes products were used as an input to a 3D structure and lithology model. The petrophysical modeling and reservoir evaluation steps were not included in the practical part as the reservoir section was out of the scope of this Confidential CHAPTER 7 SUMMARY AND CONCLUSION 312 Thesis. The main results from this chapter were the 3D simulation of horizons and faults gridding into the model and utilizing the seismic attribute maps for lithology and facies distribution for each individual layer in the model using the property calculator together with the lithology data along the four wells with an example from Plio-1interval. Petrel 2019 SLB’s software was used to generate the 3D model results. Chapter 6: is the core chapter in this study. All outcomes from previous chapters were integrated together for pore pressure prediction. The pore pressure theory was discussed for the three main operational stages: Pre-drill, While drilling and Post drilling. The available seismic velocities TTI and FWI, well logs data were used to Pre-drill pore pressure prediction as 1D profiles along the wells. Conventional modified Eaton approach was applied for four wells, where the normal compaction trend (NCT) was picked manually in excel sheets using TTI and FWI seismic data along the four wells. Then, PRESGRAF approach was applied on techlog (SLB’s software) was used to derive the NCT based on field models using TTI and FWI seismic velocities along the four wells. The results were compared against each other and discussed. FWI seismic velocities was better for pore pressure prediction compared to TTI. |