{"id":3108,"date":"2018-01-04T10:28:42","date_gmt":"2018-01-04T13:58:42","guid":{"rendered":"https:\/\/artel.engr.mun.ca\/?p=3108"},"modified":"2018-01-04T10:28:42","modified_gmt":"2018-01-04T13:58:42","slug":"deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864","status":"publish","type":"post","link":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/","title":{"rendered":"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031"},"content":{"rendered":"<p>\t\t\t\t<strong>Abstract:<\/strong><\/p>\n<p>Reservoir simulation is used to demonstrate the dynamic physical processes of rocks and fluid properties with high-order nonlinear equations. Currently, different types of simulation models used in the petroleum industry. These models are solved by numerical techniques to get a solution considering with lots of inherent assumption. In this paper, an extensive review is offered on the state-of-the-art literature with a focus on the nonlinearity in partial differential equations related to the petroleum reservoir simulation. A critical analysis is done on the different techniques for solving nonlinear governing equations in a petroleum reservoir. It is also addressed the inherent assumptions and properties, the significance of nonlinear solvers and their technical challenges. Finally, the article discusses the impact of a solution of these nonlinearity problems by following the different numerical techniques.<\/p>\n<p>Contributors:\u00a0Deb, P. K; <a href=\"https:\/\/artel.engr.mun.ca\/team_member\/farhana-akter\/\">Akter,\u00a0F<\/a>; Imtiaz. S. A.; Hossain, M. E.<\/p>\n<p>Link(s) for the Article: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1875510017303323\">Journal Website<\/a> | <a href=\"https:\/\/www.researchgate.net\/publication\/319466433_Nonlinearity_and_solution_techniques_in_reservoir_simulation_A_review\">ResearchGate <\/a>\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract: Reservoir simulation is used to demonstrate the dynamic physical processes of rocks and fluid properties with high-order nonlinear equations. Currently, different types of simulation models used in the petroleum industry. These models are solved by numerical techniques to get a solution considering with lots of inherent assumption. In this paper, an extensive review is [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_mi_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[28,27],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031 - Advanced Road and Transportation Engineering Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"KAMALHOSSAIN\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/\",\"url\":\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/\",\"name\":\"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031 - Advanced Road and Transportation Engineering Lab\",\"isPartOf\":{\"@id\":\"https:\/\/carleton.ca\/artel\/#website\"},\"datePublished\":\"2018-01-04T13:58:42+00:00\",\"dateModified\":\"2018-01-04T13:58:42+00:00\",\"author\":{\"@id\":\"https:\/\/carleton.ca\/artel\/#\/schema\/person\/43c170740d622ca0314dd5991ed5f82c\"},\"breadcrumb\":{\"@id\":\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/carleton.ca\/artel\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Recent Journal Articles\",\"item\":\"https:\/\/carleton.ca\/artel\/category\/journal-articles\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/carleton.ca\/artel\/#website\",\"url\":\"https:\/\/carleton.ca\/artel\/\",\"name\":\"Advanced Road and Transportation Engineering Lab\",\"description\":\"Carleton University\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/carleton.ca\/artel\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/carleton.ca\/artel\/#\/schema\/person\/43c170740d622ca0314dd5991ed5f82c\",\"name\":\"KAMALHOSSAIN\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/carleton.ca\/artel\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/2ec4d0321ed42fbc2985f2c1ec1f7ae4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/2ec4d0321ed42fbc2985f2c1ec1f7ae4?s=96&d=mm&r=g\",\"caption\":\"KAMALHOSSAIN\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031 - Advanced Road and Transportation Engineering Lab","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/","twitter_misc":{"Written by":"KAMALHOSSAIN","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/","url":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/","name":"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031 - Advanced Road and Transportation Engineering Lab","isPartOf":{"@id":"https:\/\/carleton.ca\/artel\/#website"},"datePublished":"2018-01-04T13:58:42+00:00","dateModified":"2018-01-04T13:58:42+00:00","author":{"@id":"https:\/\/carleton.ca\/artel\/#\/schema\/person\/43c170740d622ca0314dd5991ed5f82c"},"breadcrumb":{"@id":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/carleton.ca\/artel\/2018\/deb-p-k-akter-f-imtiaz-s-a-hossain-m-e-2017-nonlinearity-and-solution-techniques-in-reservoir-simulation-a-review-journal-of-natural-gas-science-and-engineering-46-845-864\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/carleton.ca\/artel\/"},{"@type":"ListItem","position":2,"name":"Recent Journal Articles","item":"https:\/\/carleton.ca\/artel\/category\/journal-articles\/"},{"@type":"ListItem","position":3,"name":"Deb P K, Akter\u00a0F, Imtiaz S A, Hossain M E. (2017). Nonlinearity and solution techniques in reservoir simulation: A review. Journal of Natural Gas Science and Engineering. https:\/\/doi.org\/10.1016\/j.jngse.2017.07.031"}]},{"@type":"WebSite","@id":"https:\/\/carleton.ca\/artel\/#website","url":"https:\/\/carleton.ca\/artel\/","name":"Advanced Road and Transportation Engineering Lab","description":"Carleton University","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/carleton.ca\/artel\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/carleton.ca\/artel\/#\/schema\/person\/43c170740d622ca0314dd5991ed5f82c","name":"KAMALHOSSAIN","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/carleton.ca\/artel\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/2ec4d0321ed42fbc2985f2c1ec1f7ae4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2ec4d0321ed42fbc2985f2c1ec1f7ae4?s=96&d=mm&r=g","caption":"KAMALHOSSAIN"}}]}},"acf":{"Post Thumbnail Icon":null,"Post Thumbnail":null},"_links":{"self":[{"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/posts\/3108"}],"collection":[{"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/comments?post=3108"}],"version-history":[{"count":0,"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/posts\/3108\/revisions"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/media?parent=3108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/categories?post=3108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/carleton.ca\/artel\/wp-json\/wp\/v2\/tags?post=3108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}