{"id":15914,"date":"2023-11-12T17:52:38","date_gmt":"2023-11-12T16:52:38","guid":{"rendered":"https:\/\/uptime-engineering.com\/?p=15914"},"modified":"2023-11-12T17:50:44","modified_gmt":"2023-11-12T16:50:44","slug":"data-quality-for-maintenance-optimization","status":"publish","type":"post","link":"https:\/\/uptime-engineering.com\/en\/2023\/11\/12\/data-quality-for-maintenance-optimization\/","title":{"rendered":"Data quality for maintenance optimization"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"

The quality of current time series data is often inadequate for analytics for maintenance optimization. An automated methodology is therefore needed to evaluate and correct time series data. <\/p>\n","protected":false},"author":6,"featured_media":15908,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[53],"tags":[],"class_list":["post-15914","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en"],"yoast_head":"\nData quality for maintenance optimization » Uptime Engineering<\/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:\/\/uptime-engineering.com\/en\/2023\/11\/12\/data-quality-for-maintenance-optimization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data quality for maintenance optimization » Uptime Engineering\" \/>\n<meta property=\"og:description\" content=\"The quality of current time series data is often inadequate for analytics for maintenance optimization. An automated methodology is therefore needed to evaluate and correct time series data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uptime-engineering.com\/en\/2023\/11\/12\/data-quality-for-maintenance-optimization\/\" \/>\n<meta property=\"og:site_name\" content=\"Uptime Engineering\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-12T16:52:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/uptime-engineering.com\/wp-content\/uploads\/2023\/11\/DataQualityExamples-e1699710811592.png\" \/>\n\t<meta property=\"og:image:width\" content=\"633\" \/>\n\t<meta property=\"og:image:height\" content=\"274\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marko Herman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marko Herman\" \/>\n<script type=\"application\/ld+json\" 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