https://www.frostlogic.se/articles/ Sensor intelligence insights for commercial real estate and industrial operators — anomaly detection, energy management, BMS analytics and more. en Mon, 10 Aug 2026 09:00:00 GMT https://www.frostlogic.se/articles/demand-side-response/ https://www.frostlogic.se/articles/demand-side-response/ Demand side response asks how you get paid to shed load. This is about which loads you can actually flex without breaking comfort or compliance. Mon, 10 Aug 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/chiller-plant-optimization/ https://www.frostlogic.se/articles/chiller-plant-optimization/ Chiller plant optimization reads condenser approach temperature, superheat, compressor amps and cycle counts as both maintenance and cost signals. Fri, 07 Aug 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/energy-benchmarking-commercial-buildings/ https://www.frostlogic.se/articles/energy-benchmarking-commercial-buildings/ Energy benchmarking scores buildings via ENERGY STAR Portfolio Manager: what it means, why ordinances require it, and what energy benchmarking services miss. Thu, 06 Aug 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/best-ai-energy-management-tools/ https://www.frostlogic.se/articles/best-ai-energy-management-tools/ A vendor's honest comparison of AI energy management tools for buildings: FrostLogic Explore, BrainBox AI, Schneider EcoStruxure, C3 AI, Verdigris, Kiona. Wed, 05 Aug 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/condition-monitoring-buildings/ https://www.frostlogic.se/articles/condition-monitoring-buildings/ Condition monitoring for buildings explained: which sensor signals reveal asset condition, how it differs from predictive maintenance and FDD, where to start. Tue, 04 Aug 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/best-predictive-maintenance-software/ https://www.frostlogic.se/articles/best-predictive-maintenance-software/ FrostLogic Explore, Clockworks Analytics, Facilio and CopperTree Analytics ranked for predictive maintenance software in buildings, honest tradeoffs included. Mon, 03 Aug 2026 12:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/virtual-sensors-buildings/ https://www.frostlogic.se/articles/virtual-sensors-buildings/ A virtual sensor derives a metric from the sensors you already have — closing data gaps without new hardware. How they work and where they fit. Sun, 02 Aug 2026 12:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/district-heating-optimization/ https://www.frostlogic.se/articles/district-heating-optimization/ District heating is the Nordic cost driver most building AI ignores. Substation signals, heat-demand forecasting, and where the real savings are. Sat, 01 Aug 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/healthcare-facilities-monitoring/ https://www.frostlogic.se/articles/healthcare-facilities-monitoring/ Critical-equipment monitoring, continuous compliance, and EU data residency for hospital and life-science estates — built on the sensors you have. Fri, 31 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/industrial-sensor-intelligence-platforms/ https://www.frostlogic.se/articles/industrial-sensor-intelligence-platforms/ FrostLogic Explore, Augury, Senseye and SKF Enlight AI compared for industrial sensor intelligence: explainable actions, portfolio-wide insight, EU-hosted data. Thu, 30 Jul 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/energy-utilities-forecasting/ https://www.frostlogic.se/articles/energy-utilities-forecasting/ Confidence-bounded demand forecasting and anomaly detection for energy and utility operators — including live grid carbon intensity for the Nordics. Wed, 29 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/schneider-ecostruxure-analytics-layer/ https://www.frostlogic.se/articles/schneider-ecostruxure-analytics-layer/ Layer vendor-agnostic anomaly detection, forecasting, and compliance on top of Schneider EcoStruxure Building Operation, across mixed-BMS estates. No lock-in. Mon, 27 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/siemens-desigo-analytics-integration/ https://www.frostlogic.se/articles/siemens-desigo-analytics-integration/ How to add analytics on top of Siemens Desigo, read-only over BACnet or OPC UA, without touching control. Detection, forecasting, one ranked queue. Mon, 27 Jul 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/predictive-maintenance-manufacturing/ https://www.frostlogic.se/articles/predictive-maintenance-manufacturing/ Turn PLC, SCADA, and OPC UA telemetry into a ranked queue of maintenance actions. How physics-aware AI cuts unplanned downtime on the line. Sat, 25 Jul 2026 08:46:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/building-commissioning-retro-commissioning-mbcx/ https://www.frostlogic.se/articles/building-commissioning-retro-commissioning-mbcx/ What is building commissioning? A ladder from new-build Cx through retro-commissioning to MBCx, and why continuous verification is where it ends up. Fri, 24 Jul 2026 09:05:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/commercial-building-energy-audit/ https://www.frostlogic.se/articles/commercial-building-energy-audit/ A commercial building energy audit shows where a property wastes energy on inspection day. What ASHRAE Levels 1-3 cost, cover, and what to do between audits. Fri, 24 Jul 2026 09:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/digital-twin-vs-sensor-intelligence/ https://www.frostlogic.se/articles/digital-twin-vs-sensor-intelligence/ Digital twin vs sensor intelligence: do you need a full building model, or just better decisions from your sensors? A comparison of cost and effort. Thu, 23 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/building-automation-systems/ https://www.frostlogic.se/articles/building-automation-systems/ Building automation systems, decoded: what BAS software actually does, the vendors behind it, and how to get ranked analytics without replacing what's installed. Wed, 22 Jul 2026 15:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/fault-detection-building-automation/ https://www.frostlogic.se/articles/fault-detection-building-automation/ Fault detection in building automation looks simple until sensor drift, missing point context and alarm fatigue turn FDD into noise nobody trusts. Wed, 22 Jul 2026 14:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/smart-building-sensor-data-failures/ https://www.frostlogic.se/articles/smart-building-sensor-data-failures/ Most smart building analytics fail on data, not the model. The five sensor data failure modes, their root causes, and the fixes that hold, in order. Wed, 22 Jul 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/bacnet-modbus-opc-ua/ https://www.frostlogic.se/articles/bacnet-modbus-opc-ua/ BACnet, Modbus and OPC UA differ on semantics, security and analytics-readiness. This guide compares all three, plus where the newer oBIX protocol fits. Mon, 20 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/continuous-compliance-monitoring/ https://www.frostlogic.se/articles/continuous-compliance-monitoring/ Buildings drift out of compliance long before anyone notices. How continuous monitoring catches the faults early and keeps the audit evidence ready. Sat, 18 Jul 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/energy-waste-detection/ https://www.frostlogic.se/articles/energy-waste-detection/ Most energy waste never trips a BMS alarm. How analytics on data your building already collects finds waste, prices it, and ranks what to fix first. Thu, 16 Jul 2026 10:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/best-bms-analytics-platforms/ https://www.frostlogic.se/articles/best-bms-analytics-platforms/ Four BMS analytics platforms ranked for 2026. What Clockworks, Facilio, BrainBox AI and FrostLogic Explore each do best, with numbers from their own materials. Wed, 15 Jul 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/how-to-choose-sensor-intelligence/ https://www.frostlogic.se/articles/how-to-choose-sensor-intelligence/ Six criteria that separate real sensor intelligence solutions from dashboards with better graphics. An evaluation guide for facility and energy managers. Tue, 07 Jul 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/csrd-building-data/ https://www.frostlogic.se/articles/csrd-building-data/ CSRD is pulling building ESG reporting from annual estimates to measured, auditable data. What the directive expects and how sensor data delivers it. Sat, 27 Jun 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/predictive-maintenance-buildings/ https://www.frostlogic.se/articles/predictive-maintenance-buildings/ Most equipment failures show up in HVAC and plant data days ahead. What predictive maintenance actually needs, and why most programmes stall. Mon, 22 Jun 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/epbd-2026-building-automation/ https://www.frostlogic.se/articles/epbd-2026-building-automation/ The EPBD now requires automated controls for buildings over 290 kW. Who it applies to, what a compliant BACS must do, and how to close the gap. Thu, 18 Jun 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/smart-building-ai-comparison/ https://www.frostlogic.se/articles/smart-building-ai-comparison/ A comparison of the leading smart building AI platforms, including where each competitor beats FrostLogic. For buyers shortlisting vendors in 2026. Fri, 12 Jun 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/building-energy-optimization-ai/ https://www.frostlogic.se/articles/building-energy-optimization-ai/ AI finds energy savings that rule-based systems miss. Learn where the real opportunities are in commercial buildings — and how to capture them. Thu, 04 Jun 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/ai-anomaly-detection-buildings/ https://www.frostlogic.se/articles/ai-anomaly-detection-buildings/ How does AI detect real anomalies in building sensor data without drowning you in false alarms? Six methods, severity scoring, and causal filtering explained. Sun, 31 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/smart-building-ai-guide/ https://www.frostlogic.se/articles/smart-building-ai-guide/ Evaluating smart building AI? The five capabilities worth paying for and the questions that expose a chatbot in a wrapper. From a team that builds one. Tue, 26 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/compliance-tracking/ https://www.frostlogic.se/articles/compliance-tracking/ Automate green building certification with continuous sensor data. Real-time compliance tracking for BREEAM, LEED, and Nordic Swan -- no more audit scrambles. Sun, 17 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/sensor-forecasting/ https://www.frostlogic.se/articles/sensor-forecasting/ Predict energy demand, comfort issues, and equipment failures from your building sensors. See how AI forecasting with confidence bounds works in practice. Wed, 13 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/building-insights/ https://www.frostlogic.se/articles/building-insights/ Your building generates thousands of data points per hour. Here are 5 insights hiding in your sensor data — and how to act on them. Mon, 11 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/ai-data-trust-sensor-validation/ https://www.frostlogic.se/articles/ai-data-trust-sensor-validation/ AI in buildings fails when sensors lie. Drift, stuck values, and missing data undermine every insight. How a physics-aware AI layer validates its own inputs. Sun, 10 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic) https://www.frostlogic.se/articles/esg-reporting-sensor-data-continuous-compliance/ https://www.frostlogic.se/articles/esg-reporting-sensor-data-continuous-compliance/ Green building certifications define the standard. Continuous sensor data proves you're meeting it. How real-time building analytics makes ESG reporting credible. Fri, 01 May 2026 00:00:00 GMT hello@frostlogic.se (FrostLogic)