{"id":23211,"date":"2024-12-15T13:21:11","date_gmt":"2024-12-15T06:21:11","guid":{"rendered":"https:\/\/stei.itb.ac.id\/?page_id=23211"},"modified":"2024-12-16T08:24:59","modified_gmt":"2024-12-16T01:24:59","slug":"model-perhitungan-jejak-karbon-teknologi-informasi-komunikasi","status":"publish","type":"page","link":"https:\/\/stei.itb.ac.id\/en\/prima\/model-perhitungan-jejak-karbon-teknologi-informasi-komunikasi\/","title":{"rendered":"Information &amp; Communication Technology Carbon Footprint Calculation Model"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid kepala vc_custom_1734236300248 vc_row-has-fill\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"container\" ><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_btn3-container vc_btn3-inline vc_do_btn\" ><button class=\"vc_general vc_btn3 vc_btn3-size-lg vc_btn3-shape-rounded vc_btn3-style-modern vc_btn3-icon-left vc_btn3-color-white\" onclick=\"history.back()\"><i class=\"vc_btn3-icon fas fa-home\"><\/i> Back to Home<\/button><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734170418007\"><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Kridanto Surendro<\/strong><br \/>\nSTE-ITB<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734168902943\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Abstrak<\/strong><br \/>\nIn today's digital era, universities are using Information Technology equipment extensively to support the teaching and learning process. However, there is still a lack of awareness about the emissions generated by the learning process and the environmental impact of data centers or servers. In fact, IT equipment frequently used by end-users in universities, such as laptops, tablets, smartphones, and printers, produces 1.5 to 2 times more carbon dioxide emissions than data centers. This is further supported by the fact that universities tend to have far more end-user devices than data centers or servers.<\/p>\n<p>The problem in this research is that there is no Information Technology equipment management system in universities that considers the end-of-life (EOL) aspects of IT equipment and emission aspects, while similar technologies in industry are increasingly paying attention.<\/p>\n<p><strong>Keyword:<\/strong> Model Perhitungan, Jejak Karbon, Machine Learning, TIK<\/p>\n<p><strong>Pendahuluan<\/strong><br \/>\nEstimating carbon dioxide emissions by observing the electricity consumption of IT equipment at universities is necessary to determine potential negative impacts. Calculations focus on secondary emissions, which differ between universities. At the University of Cape Town in South Africa, secondary emissions reached 7.3 t CO2, accounting for 82% of the organization's emissions. The University of Leeds in the UK uses smaller emissions, with electricity accounting for only 32% of their total emissions. This difference in percentages also serves as a guideline for ITB's emission estimates based solely on external electricity.<\/p>\n<p>Organizations can manage emissions generated by IT equipment by managing the life cycle of their equipment. Initial emission calculations have been conducted by ITB previously at a large level in the equipment life cycle management process, namely with IT emissions related to life value and will be very time. However, obsolete IT equipment has not been managed with electronic material management (EMM) in the Bumil regulations. Therefore, ITB needs to develop an IT equipment management system plan based on the total emission footprint released during the life cycle, as well as EOL management related to the value that can be generated from owned assets.<\/p>\n<p><strong>Research Methodology<\/strong><br \/>\n<strong>Problem Identification and Research Scope<\/strong><br \/>\nCollecting information about the problem, data coverage, and determining a feasible research scope.<\/p>\n<p><strong>Pemahaman Konsep<\/strong><br \/>\nSearching for research references and understanding fundamental concepts in the form of literature studies.<\/p>\n<p><strong>System Design<\/strong><br \/>\nDesign the system according to defined design methods.<\/p>\n<p><strong>System Evaluation<\/strong><br \/>\nEvaluate the results of carbon calculations, predictive modeling, and the DSS system as a whole.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734169162466 vc_row-o-content-bottom vc_row-flex\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"231\" height=\"228\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Metode-Perancangan-Sistem.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"System Design Method\" \/><\/div><figcaption class=\"vc_figure-caption\">Figure 1. System Design Method<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"243\" height=\"293\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Pengembangan-Model.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"Pengembangan Model\" \/><\/div><figcaption class=\"vc_figure-caption\">Gambar 2. Pengembangan Model<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734168902943\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Discussion and Results<\/strong><br \/>\nModeling was performed to gain a deeper understanding of the data through various data visualizations. Figure 3 shows the number of IT asset procurements, which has remained relatively stable each year, except in 2018, where it doubled compared to the previous year. This indicates that procurement in 2018 focused on increasing IT equipment procurement.<\/p>\n<p>There are differences between IT asset categories from a procurement perspective. In 2018, there was significant asset procurement, the majority of which fell into the server category.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734169162466 vc_row-o-content-bottom vc_row-flex\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"630\" height=\"208\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Pengembangan-Unit-VS-Emisi.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"Pengembangan Unit VS Emisi\" \/><\/div><figcaption class=\"vc_figure-caption\">Gambar 3. Pengadaan Unit vs Emisi per Kategori<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"530\" height=\"438\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Diagram-Korelasi.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"Diagram Korelasi\" \/><\/div><figcaption class=\"vc_figure-caption\">Gambar 4. Diagram Korelasi Antar-Atribut Data<\/figcaption>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734168902943\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Kesimpulan<\/strong><br \/>\nThe research focuses on designing an IT equipment management system capable of providing insights to ITB stakeholders. The system is designed to provide decision option scenarios that can assist in making decisions regarding procurement or asset management. This system considers EOL management and emission estimation. This system is realized in an Intelligent Decision Support System (DSS) that uses predictive models to estimate future emissions. The system is expected to assist ITB in managing IT equipment and EOL management, while also helping reduce greenhouse gas emissions globally.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Kembali ke Beranda Kridanto Surendro STE-ITB Abstrak Pada era digitalisasi saat ini, perguruan tinggi menggunakan peralatan Teknologi Informasi secara masif untuk menunjang proses belajar mengajar. Namun, belum adanya kesadaran akan [...]","protected":false},"author":1,"featured_media":0,"parent":22933,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-23211","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23211","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/comments?post=23211"}],"version-history":[{"count":3,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23211\/revisions"}],"predecessor-version":[{"id":23579,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23211\/revisions\/23579"}],"up":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/22933"}],"wp:attachment":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/media?parent=23211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}