{"id":642,"date":"2024-10-23T08:57:21","date_gmt":"2024-10-23T05:27:21","guid":{"rendered":"https:\/\/icm.pgu.ac.ir\/?p=642"},"modified":"2024-10-23T09:09:25","modified_gmt":"2024-10-23T05:39:25","slug":"call-for-phd-candidates","status":"publish","type":"post","link":"https:\/\/icm.pgu.ac.ir\/?p=642","title":{"rendered":"Call for PhD Candidates"},"content":{"rendered":"\n<p class=\"has-medium-font-size wp-block-paragraph\">We are seeking an international PhD candidate for the following 3-year research-based PhD project in Statistics (Main focus on Data Science, Artificial Intelligence, and Applied Data-Driven Condition Monitoring) at Persian Gulf University.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/2b55.png\" alt=\"\u2b55\ufe0f\" style=\"width:34px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Title: Investigating Data-Driven Methods of Intelligent Online Condition Monitoring of Rotating Equipment<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f511.png\" alt=\"\ud83d\udd11\" style=\"width:35px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Keywords: Data-driven methods, Diagnosis Prognosis, Artificial intelligence, Rotating equipment, Condition Monitoring<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f468-200d-1f3eb.png\" alt=\"\ud83d\udc68\u200d\ud83c\udfeb\" style=\"width:39px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Supervisors: Dr. Hossein Haghbin, Statistics Group, Intelligent Systems Engineering and Data Sciences College, Persian Gulf University, Iran Dr. Amin Torabi Jahromi, Electrical Engineering Group, Intelligent Systems Engineering and Data Sciences College, Persian Gulf University, Iran<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f52c.png\" alt=\"\ud83d\udd2c\" style=\"width:44px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Research Group: Intelligent Control and Monitoring Research Group, Faculty of Intelligent Systems and Data Science, Persian Gulf University, Iran<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f310.png\" alt=\"\ud83c\udf10\" style=\"width:38px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/ICM.pgu.ac.ir\">https:\/\/ICM.pgu.ac.ir<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f393.png\" alt=\"\ud83c\udf93\" style=\"width:43px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Program and Scholarship: 3-year research-based PhD program. The scholarship will cover tuition fees, dining, and accommodation. EXTRA allowance might be awarded for applicants with the courage, competency, and opportunity to be involved in joint university-industry projects of the research group. Currently, we have a related project with a local industry.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f3af.png\" alt=\"\ud83c\udfaf\" style=\"width:44px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Qualifications: MSc holders in Statistics, Computer Science, Mathematics, Electrical Engineering, and other disciplines relevant to data science studies.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f4a1.png\" alt=\"\ud83d\udca1\" style=\"width:42px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">The proposed research aims to develop a data-driven fault diagnosis framework for rotating machinery using advanced artificial intelligence (AI) techniques. Rotating machinery are critical in many industries, and their failure can lead to costly downtime and safety risks. Traditional fault diagnosis methods often rely on expert knowledge and manual feature extraction, which can be time-consuming and less effective. This project will investigate the benefits of AI algorithms to automatically detect, classify, and predict faults from sensor data in real-time. By integrating AI with condition monitoring data, the research will enhance the accuracy and efficiency of fault diagnosis, contributing to improved maintenance strategies and operational reliability.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/web.eitaa.com\/assets\/img\/emoji\/1f4e9.png\" alt=\"\ud83d\udce9\" style=\"width:38px;height:auto\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">How to Apply? Please send your full CV to <a href=\"https:\/\/(haghbin@pgu.ac.ir\/\" target=\"_blank\" rel=\"noreferrer noopener\">(haghbin@pgu.ac.ir<\/a>) with the subject &#8220;PhD by Research Application&#8221;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are seeking an international PhD candidate for the following 3-year research-based PhD project in Statistics (Main focus on Data Science, Artificial Intelligence, and Applied Data-Driven Condition Monitoring) at Persian Gulf University. Title: Investigating Data-Driven Methods of Intelligent Online Condition Monitoring of Rotating Equipment Keywords: Data-driven methods, Diagnosis Prognosis, Artificial intelligence, Rotating equipment, Condition Monitoring [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":645,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"gtb_hide_title":false,"gtb_wrap_title":false,"gtb_class_title":"","gtb_remove_headerfooter":false,"footnotes":"[]"},"categories":[3],"tags":[],"class_list":["post-642","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-default"],"_links":{"self":[{"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/posts\/642","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=642"}],"version-history":[{"count":4,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/posts\/642\/revisions"}],"predecessor-version":[{"id":651,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/posts\/642\/revisions\/651"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=\/wp\/v2\/media\/645"}],"wp:attachment":[{"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icm.pgu.ac.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}