{"id":3714,"date":"2024-03-22T01:29:05","date_gmt":"2024-03-22T01:29:05","guid":{"rendered":"https:\/\/ogrindoitb.com\/?page_id=3714"},"modified":"2026-01-29T14:01:18","modified_gmt":"2026-01-29T07:01:18","slug":"reservoir-characterization-and-production-optimization-2","status":"publish","type":"page","link":"https:\/\/ogrindoitb.com\/en\/layanan-kami\/reservoir-characterization-and-production-optimization-2\/","title":{"rendered":"Reservoir Characterization and Production Optimization"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"3714\" class=\"elementor elementor-3714\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-de308ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"de308ad\" data-element_type=\"section\" 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data-id=\"a2855b0\" data-element_type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/ogrindoitb.com\/en\/\">Home<\/a><\/span><\/span><\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-68f9d60 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68f9d60\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d2c3019\" data-id=\"d2c3019\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element 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Characterization and Production Optimization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3729\"><a href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/enhanced-oil-recovery-eor\/\" class=\"elementor-item\">Enhanced Oil Recovery (EOR) \u200b<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3751\"><a href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/energy-transition-related-matters\/\" class=\"elementor-item\">Energy Transitions<\/a><\/li>\n<\/ul><\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i class=\"eicon-menu-bar\" aria-hidden=\"true\"><\/i>\n\t\t\t<span class=\"elementor-screen-only\">Menu<\/span>\n\t\t<\/div>\n\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" role=\"navigation\" aria-hidden=\"true\"><ul id=\"menu-2-69f9e9a\" class=\"elementor-nav-menu sm-vertical\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3728\"><a href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/reservoir-characterization-and-production-optimization-2\/\" class=\"elementor-item\">Reservoir Characterization and Production Optimization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3729\"><a href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/enhanced-oil-recovery-eor\/\" class=\"elementor-item\">Enhanced Oil Recovery (EOR) \u200b<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3751\"><a href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/energy-transition-related-matters\/\" class=\"elementor-item\">Energy Transitions<\/a><\/li>\n<\/ul><\/nav>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-650353b\" data-id=\"650353b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8801b0d elementor-widget elementor-widget-heading\" data-id=\"8801b0d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reservoir characterization and production optimization\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab7174b elementor-widget elementor-widget-text-editor\" data-id=\"ab7174b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><strong>a. Background Information<\/strong><\/p><p>In the era of information, when we are flooded with an enormous amount of knowledge, the oil and gas industry is still hindered by the unavailability of information which can help define their reservoir and operation. A costly method of data acquisition causes new data to be gathered sparingly if done at all. The lack of data causes incomplete analysis hence increasing the risk of any action to be performed afterwards, be it financially or physically. Alternative methods of both data acquisition and optimization with lower risk and effective result is constantly being researched.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fd593f elementor-widget elementor-widget-image\" data-id=\"8fd593f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow.png\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow.png 1200w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow-300x158.png 300w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow-1024x538.png 1024w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow-768x403.png 768w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2026\/01\/Lab-EOR-ITB-\u2013-Characterization-and-Optimization-Workflow-18x9.png 18w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7162c54 elementor-widget elementor-widget-text-editor\" data-id=\"7162c54\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><strong>b. Objectives<\/strong><\/p><p>The following are the research objectives of the reservoir characterization and production optimization team.<\/p><ol><li>Evaluate existing methods of data acquisition and production optimization.<\/li><li>Evaluate alternative methods for characterizing the reservoir.<\/li><li>Determining the cause and effect of problems often met in the industry with available variables.<\/li><\/ol><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fbeca6 elementor-widget elementor-widget-image\" data-id=\"2fbeca6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"326\" src=\"https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1-1024x576.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1-1024x576.png 1024w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1-300x169.png 300w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1-768x432.png 768w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1-1200x675.png 1200w, https:\/\/ogrindoitb.com\/wp-content\/uploads\/2024\/03\/OGRINDO_PPT-2-1.png 1280w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5851c2 elementor-widget elementor-widget-text-editor\" data-id=\"b5851c2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><strong>c. Research Interest<\/strong><\/p><p><strong>1. Machine Learning Model Flow Problem Detection\/Prediction<\/strong><\/p><p>Oil and gas wells are always at risk of encountering a problem during their lifetime. Compiling commonly available data to create an accurate general model of flow problems on the field can inform operators early on of well problems. Detecting and predicting the issues will help with planning maintenance and the next step for the well, ensuring the well's longevity.<\/p><p><strong>2. Flow Assurance<\/strong><\/p><p>Optimum operating conditions for a well varies well by well, field by field. It is defined by the facilities, reservoir characteristic, and depletion plan. Sub-optimal condition would create problems such as sanding, liquid loading, scaling, hydrate formation, etc. A closer look to existing models regarding the problems that may be encountered will go a long way finding solution keeping high producing wells active.<\/p><p><strong>3. Reservoir Model Alternative<\/strong><\/p><p>Reservoir modelling is a powerful tool that helps visualize the reservoir and dynamically simulate the events of subsurface. Challenge with proper modelling is it takes time and effort to update and match the current condition of operation. A quick look at the characteristics of the events often help with decision before taking the effort to run a simulation. One of alternative in the case of waterflood model is Capacitance Resistance Model (CRM). The model can give a visualization of connectivity of wells and predict flow rate.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86bb643 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86bb643\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cdc826f\" data-id=\"cdc826f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8edbe38 elementor-widget elementor-widget-spacer\" data-id=\"8edbe38\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Reservoir Characterization and Production Optimization Reservoir characterization and production optimization a. Informasi latar belakang Di era informasi, ketika kita dibanjiri dengan banyaknya pengetahuan, industri migas masih terkendala oleh belum tersedianya informasi yang dapat membantu menentukan reservoir dan operasionalnya. Metode akuisisi data yang mahal menyebabkan pengumpulan data baru hanya sedikit jika dilakukan sama sekali. Kurangnya data [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":639,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-3714","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Reservoir Characterization and Production Optimization - OGRINDO ITB<\/title>\n<meta name=\"description\" content=\"Di era informasi, ketika kita dibanjiri dengan banyaknya pengetahuan, industri migas masih terkendala oleh belum tersedianya informasi yang dapat membantu menentukan reservoir dan operasionalnya.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ogrindoitb.com\/en\/layanan-kami\/reservoir-characterization-and-production-optimization-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Reservoir Characterization and Production Optimization - 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