Utilization of Reservoir Proxy Model for Development Strategy Optimization of Combined Steam Flooding & Cyclic Steam Stimulation for Enhanced Heavy Oil Recovery
DOI:
https://doi.org/10.31098/ess.v1i1.176Keywords:
combined cyclic steam stimulation-steam flooding, proxy model, heavy oil reservoirAbstract
Steam flooding (SF) and Cyclic Steam Stimulation (CSS) are thermal recovery methods that had been proven to improve oil recovery from heavy oil reservoir. Our previous work shows that the combination of CSS and SF give the better result than solely CSS or SF. However, the optimum operating parameter of this combination is yet to be determined. Our current work aims to determine the optimum development scenario of a combined CSS-SF applied to X-Field, a heavy oil field located in Sumatera, Indonesia. A polynomial proxy model is developed to evaluate the objective function, by running several simulations for the field subsurface model using CMG- STARS simulator and CMOS to assist multiple simulations. Optimum development scenario is obtained through maximization of objective function. This work shows that the combination of proxy model development and optimization results in best scenario of combined CSS-SF for heavy oil recovery in X-Field.References
Alvarez, J. and Han, S. (2013) ‘Current Overview of Cyclic Steam Injection Process’, Journal of Petroleum Science Research. doi: 10.1190/1.1444903.
Butler, R. M. (1991) Thermal Recovery of Oil and Bitumen. Prentice Hall.
Chapra, S. C. and Canale, R. P. (2015) Numerical Methods for Engineers 7th edition, Numerical
Methods for Engineers, Second Edition. McGraw-Hill. doi: 10.1201/9781420010244. Matthews, C. S. (1986) ‘STEAMFLOODING.’, in Society of Petroleum Engineers of AIME,
(Paper) SPE.
Panjalizadeh, H., Alizadeh, N. and Mashhadi, H. (2014) ‘A workflow for risk analysis and
optimization of steam flooding scenario using static and dynamic proxy models’, Journal of
Petroleum Science and Engineering. doi: 10.1016/j.petrol.2014.06.010.
Srochviksit, S. and Maneeintr, K. (2016) ‘Simulation on Heavy Oil Production from Steam-
Flooding’, in MATEC Web of Conferences. doi: 10.1051/matecconf/20166807002.
Swadesi, B. et al. (2020) ‘Simulasi Reservoir Heavy Oil dengan Multistaging Development Modifikasi Inverted 5-Spot Kombinasi Cyclic Steam Stimulation (CSS) dan Steamflooding’, in Prosiding Seminar Nasional Teknik Kimia “Kejuangan” 2020. Jurusan Teknik Kimia UPN ‘Veteran’ Yogyakarta. Available at:
http://jurnal.upnyk.ac.id/index.php/kejuangan/article/view/3598.
Temizel, C. et al. (2016) ‘Optimization of Steamflooding heavy oil reservoirs under uncertainty’,
in Society of Petroleum Engineers - SPE Asia Pacific Oil and Gas Conference and Exhibition
doi: 10.2118/182190-ms.
Zubarev, D. I. (2009) ‘Pros and cons of applying proxy-models as a substitute for full reservoir
simulations’, in Proceedings - SPE Annual T echnical Conference and Exhibition. doi: 10.2118/124815-ms.
Downloads
Published
Issue
Section
License
Copyright Notice
1. Author and Manuscript
- The author whose name appear in the above statement is declaring that he/she is the author of the stated manuscript
- All of the authors, if any, has already aware of this agreement and give consent for the mentioned name to act on their behalf
2. Validity
- The author stated that the manuscript is original and has never been published elsewhere.
- The author has obtained permissions from other contributors, if any
- The author has specifically mentioned and cited all external materials properly
- Note: External materials refers to any material, writings, figures, tables, illustrations, or any other materials which is not being produced, made, or patented by the author
- The author holds the sole responsible should there are any mistyping; unclear citation and holds responsible should there are any inappropriate manners such as unlawful, breaches, obscene, or any other reasons which are not aligned with the law and norm.
3. Deliverable of Manuscript and Other Materials
- The Contributor/Author shall deliver their manuscript using the provided and acceptable format (doc. Or docx) in the assigned date as well as author copyright document signed.
- Inability delivering the manuscript in the stated date and format will affecting the publication process thus, The Publisher have the rights to reject the manuscript and terminate the letter of acceptance or letter of offerings
- Author is responsible to deliver the manuscript using the provided format. Note: All of the figures, tables, illustrations, or any other materials that will be inserted in the manuscript need to be in high quality
- Should the author decided to alter the manuscript format, the fee will be charged and bore by authors
The Author give “Yayasan Sinergi Riset dan Edukasi” (here forth known as RSF Press) the unlimited right to publish the contribution identified above, without any restraints, in any form, at any time, directly or through others, to reproduce, transmit, archive, lease/lend, sell and distribute the contribution or parts thereof individually or together with other works in any language, revision and version (digital and hard), including reprints, translations, photographic reproductions, microform, audiograms, videograms, electronic form (offline, online), or any other reproductions of similar nature, including publication in the aforementioned book or any other book, as well as, the usage for advertising purposes. RSF Press will ensure that the Author’s name(s) is/are always clearly associated with the manuscript, and the publishers will not make any substantial change to the manuscript without consulting the author and ask for their consent. RSF Press is also entitled to carry out editorial changes in the contribution with the sole purpose of enhancing the overall organization and form of the contribution.
The Author retains the rights to publish the contribution in his/her own web site and thesis, in his/her employer’s web site and to publish a similar or revised version elsewhere, as long as it is clearly stated that the contribution was presented first RSF Press and the corresponding DOI is associated with the contribution.