{"57561":{"#nid":"57561","#data":{"type":"news","title":"Machine Life Prognosticator","body":[{"value":"\u003Cp\u003E\n\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EIndustry Week\u003C\/em\u003E - December 1, 2008 \u003Cbr \/\u003EA Georgia Tech professor believes his machine models can more accurately predict the amount of remaining useful life of different mechanical devices, including electrical systems, than current sensor-based predictive methods.  Nagi Gebraeel, an assistant professor in Georgia Tech\u0027s engineering school, has created stochastic models (measures of probability) to identify condition-based signals, which could be used to predict maintenance needs of critical components. Gebraeel says his tests can reduce total failure costs and expenses related to depletion of spare-parts inventory by 55%. \u003Cbr \/\u003E\u003Ca href=\u0022http:\/\/www.industryweek.com\/ReadArticle.aspx?ArticleID=17756\u0026amp;SectionID=2\u0022\u003Ehttp:\/\/www.industryweek.com\/ReadArticle.aspx?ArticleID=17756\u0026amp;SectionID=2\u003C\/a\u003E\u003C\/p\u003E","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":"","uid":"27279","created_gmt":"2008-12-01 01:00:00","changed_gmt":"2016-10-08 03:06:29","author":"Barbara Christopher","boilerplate_text":"","field_publication":"","field_article_url":"","dateline":{"date":"2008-12-01T00:00:00-05:00","iso_date":"2008-12-01T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"groups":[{"id":"57458","name":"ISyE External News"}],"categories":[{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cstrong\u003EBarbara Christopher\u003C\/strong\u003E\u003Cbr \/\u003EIndustrial and Systems Engineering\u003Cbr \/\u003E\u003Ca href=\u0022http:\/\/www.gatech.edu\/contact\/index.html?id=bt3\u0022\u003EContact Barbara Christopher\u003C\/a\u003E\u003Cbr \/\u003E\u003Cstrong\u003E404.385.3102\u003C\/strong\u003E","format":"limited_html"}],"email":["bchristopher@isye.gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}