{"id":8224,"date":"2025-12-11T13:36:45","date_gmt":"2025-12-11T13:36:45","guid":{"rendered":"https:\/\/sensor-online.se\/?p=8224"},"modified":"2026-03-29T10:36:18","modified_gmt":"2026-03-29T10:36:18","slug":"from-raw-data-to-real-insight-why-kpis-matter-in-iot","status":"publish","type":"post","link":"https:\/\/sensor-online.se\/sv\/from-raw-data-to-real-insight-why-kpis-matter-in-iot\/","title":{"rendered":"From Raw Data to Real Insight \u2013 Why KPIs Matter in IoT"},"content":{"rendered":"<h2>Data Without Meaning Is Just Noise<\/h2>\n<p>IoT sensors generate enormous amounts of raw data \u2013 temperatures, pressures, flow rates, power consumption. Without context and calculation, this data is difficult to act on. KPIs \u2013 Key Performance Indicators \u2013 transform raw values into metrics that directly reflect operational performance and business outcomes.<\/p>\n<h2>Common IoT KPIs in Sensor-Online<\/h2>\n<ul>\n<li><strong>OEE (Overall Equipment Effectiveness)<\/strong> \u2013 availability \u00d7 performance \u00d7 quality for production equipment<\/li>\n<li><strong>Energy intensity<\/strong> \u2013 kWh per produced unit or per m\u00b2 of floor area<\/li>\n<li><strong>COP (Coefficient of Performance)<\/strong> \u2013 heat pump efficiency from flow, return and power measurements<\/li>\n<li><strong>Pump efficiency<\/strong> \u2013 flow vs power to detect wear and cavitation early<\/li>\n<li><strong>Brine cost per hour<\/strong> \u2013 energy consumption \u00d7 Nordpool spot price in real time<\/li>\n<\/ul>\n<h2>How Sensor-Online Calculates KPIs<\/h2>\n<p>Sensor-Online\u2019s built-in ScriptEngine runs JavaScript logic every time a new sensor value arrives. Scripts access current and historical values from any sensor in the account and output the result as a new data channel \u2013 available on dashboards and via API exactly like a physical sensor. <a href=\"https:\/\/sensor-online.se\/dataprocessing\/\">Read about data processing<\/a> or <a href=\"https:\/\/sensor-online.se\/produkter\/\">explore the platform<\/a>.<\/p>\n<p><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Can I build custom KPIs without programming experience?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Basic JavaScript is sufficient for most KPI calculations. Nodeledge provides example scripts for the most common metrics.\"}},{\"@type\":\"Question\",\"name\":\"Are KPI values stored historically like sensor readings?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes. ScriptEngine output is stored as a regular data channel with full history, trends and export capabilities.\"}},{\"@type\":\"Question\",\"name\":\"Can KPIs trigger alarms?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes. Any calculated KPI channel can have thresholds configured for SMS and email alerts, just like a physical sensor.\"}}]}<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Without Meaning Is Just Noise IoT sensors generate enormous amounts of raw data \u2013 temperatures, pressures, flow rates, power consumption. Without context and calculation, this data is difficult to act on. KPIs \u2013 Key Performance Indicators \u2013 transform raw values into metrics that directly reflect operational performance and business outcomes. Common IoT KPIs in&hellip;<\/p>","protected":false},"author":1,"featured_media":8225,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[211],"tags":[],"class_list":["post-8224","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-2026","category-211","description-off"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From Raw Data to Real Insight \u2013 Why KPIs Matter in IoT \u2013 Sensor-Online<\/title>\n<meta name=\"description\" content=\"Learn why KPIs transform raw IoT sensor data into actionable business insight. 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