Tuning of oil well models with production data reconciliation

Seman, Laio Oriel; Giuliani, Caio Merlini; Camponogara, Eduardo; Müller, Eduardo Rauh; Vieira, Bruno Ferreira; Miyatake, Luis Kin; Medeiros, André Gonçalves

doi:10.1016/j.compchemeng.2020.107179

Cited by 8 publications

(4 citation statements)

References 23 publications

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“…The geological and mineralogical data of depleted oil and gas reservoirs are already known from well-logging and drilled cuttings . Furthermore, a great deal of information relative to behavior depleted oil reservoirs could be available to plan and design the feasibility of H 2 storage . Additionally, it has been evaluated that one giant depleted gas field can sustain sufficient seasonal H 2 storage capacity for most of the countries around the globe.…”

Section: Review Of H2 Geological Storage In Depleted Oil/gas and Sali...mentioning

confidence: 99%

“…117 Furthermore, a great deal of information relative to behavior depleted oil reservoirs could be available to plan and design the feasibility of H 2 storage. 118 Additionally, it has been evaluated that one giant depleted gas field can sustain sufficient seasonal H 2 storage capacity for most of the countries around the globe. For example, the North Sea Lemen field in the U.K. has 833 TWh storage capacity, which is sufficient to fulfill the entire seasonal energy demand.…”

Section: Review Of H 2 Geological Storage Inmentioning

confidence: 99%

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Toward a Fundamental Understanding of Geological Hydrogen Storage

Aftab

Hassanpouryouzband

Xie

et al. 2022

Ind. Eng. Chem. Res.

151

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Geological H 2 storage plays a central role to enable the successful transition to the renewable H 2 economy and achieve net-zero emission in the atmosphere. Depleted oil and gas reservoirs are already explored with extensive reservoir and operational data. However, residual hydrocarbons can mix with injected H 2 in the reservoirs. Furthermore, low density and high diffusivity of H 2 may establish H 2 leakage from the reservoirs via fault pathways. Interestingly, H 2 can be consumed by microorganisms, which results in pore-network precipitation, plugging, and partial permeability impairment. Therefore, stored H 2 may be lost in the formations if the storage scenario is not planned cautiously. While salt caverns are safe and commercially proven geo-rock for H 2 storage, they have low-storage capacity compared to depleted gas reservoirs. Moreover, salt structures (e.g., domel, bedded) and microorganisms activities in the salt cavern are limiting factors, which can influence the storage process. Accordingly, we discuss challenges and future perspectives of hydrogen storage in different geological settings. We also highlight geographical limitations with diverse microbial communities and theoretical understanding of abiotic transformation (in terms of rock's minerals, i.e., mica and calcite) for geological H 2 storage. Regarding the fundamental behavior of H 2 in the geological settings, it is less soluble in formation water; therefore, it may achieve less solubility trapping compared to CO 2 and CH 4 . Furthermore, H 2 gas could attain higher capillary entrance pressures in porous media over CH 4 and CO 2 due to higher interfacial tension. Additionally, the low viscosity of H 2 may facilitate its injection and production but H 2 may establish the secondary trapping and viscous fingering. Thus, this review documents a blend of key information for the amendment of subsurface H 2 storage at the industrial scale.

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Section: Review Of H2 Geological Storage In Depleted Oil/gas and Sali...mentioning

confidence: 99%

Section: Review Of H 2 Geological Storage Inmentioning

confidence: 99%

Toward a Fundamental Understanding of Geological Hydrogen Storage

Aftab

Hassanpouryouzband

Xie

et al. 2022

Ind. Eng. Chem. Res.

151

View full text Add to dashboard Cite

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“…The model was developed based on real plant data and data reconciliation was performed via optimization internal to the simulation environments. Seman et al utilized data reconciliation for the tuning of oil well models [76]. With the proposed methodology, automatic steady-state detection and re-estimating of chosen parameters reflect the current operating conditions.…”

Section: Data-driven Methodsmentioning

confidence: 99%

Application of Multi-Software Engineering: A Review and a Kinetic Parameter Identification Case Study

Csendes,

Egedy,

Leveneur

et al. 2023

Processes

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Limitations regarding process design, optimization, and control often occur when using particular process simulators. With the implementation of connection methodologies, integrated tools could be made by coupling popular process simulation software with each other or with programming environments. In the current paper, we summarized and categorized the existing research regarding the application of multi-software engineering in the chemical industry, with an emphasis on software connections. CAPE-OPEN, COM, OPC, and native integration were discussed in detail, with the intention to serve as a guide for choosing the most suitable software combination and connection. These hybrid systems can handle complex user-defined problems and can be used for decision support, performing custom unit operations, operator training, process optimization, building control systems, and developing digital twins. In this work, we proposed the use of process simulator Aspen HYSYS linked together with the numeric computing platform MATLAB to solve a reaction kinetic parameter identification problem regarding the production of γ-valerolactone.

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“…During the same period, numerous interesting research studies were published in world literature concerning both general principles involving the application of data validation and reconciliation [11,12,14,[26][27][28][29][30] as well as its application for solving more specific problems. For example, they were presented in the publications covering the problems of nuclear power plants [31][32][33], chemical industry [34][35][36][37][38][39][40], power plants and combined heat and power plants [41][42][43][44][45][46], refrigeration [47], and biotechnology [48].…”

Section: Introductionmentioning

confidence: 99%

Application of Data Validation and Reconciliation to Improve Measurement Results in the Determination Process of Emission Characteristics in Co-Combustion of Sewage Sludge with Coal

Kozioł

2021

Sustainability

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One of the actions popularized worldwide to reduce the consumption of fossil fuels is the combustion of renewable fuels and the co-combustion of both of these fuels. To properly implement combustion and co-combustion processes in power-generation installations, operational characteristics, including emission characteristics are required. To determine these characteristics, tests must be conducted, within the scope of which, for individual operating stages of the installation’s work, the readings collected from a relatively large number of control and measurement instruments should be taken into account. All these instruments have different levels of accuracy, which, among other factors, bring about lower adequacy of the characteristics determined on the basis of these measurements. The objective of this study is to present possible adaptations of data validation and reconciliation methods to increase the adequacy of emission characteristics for the process of co-combustion of fuels. The methodology is discussed based on the example of studies on the co-combustion process of sewage sludge with coal in a grate furnace. The aforementioned characteristics were determined based on measurement tests of gaseous emissions of flue gas components. The tests were carried out for various preset operational conditions of the process, such as the thickness of fuel layer on the grate, the share of sludge in the fuel, the humidity of the sludge, the theoretical ratio of excess air to combustion, and the distribution of air stream during the process. The research object is described and detailed research results concerning two exemplary measurement tests are given, as well as the most important results referring to the whole research. The performed calculations indicate the necessity to take into account often significant corrections, which can amount to about 10% of the measured value.

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Tuning of oil well models with production data reconciliation

Cited by 8 publications

References 23 publications

Toward a Fundamental Understanding of Geological Hydrogen Storage

Toward a Fundamental Understanding of Geological Hydrogen Storage

Application of Multi-Software Engineering: A Review and a Kinetic Parameter Identification Case Study

Application of Data Validation and Reconciliation to Improve Measurement Results in the Determination Process of Emission Characteristics in Co-Combustion of Sewage Sludge with Coal

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