{"id":31100,"date":"2025-06-30T15:36:56","date_gmt":"2025-06-30T13:36:56","guid":{"rendered":"https:\/\/stage2.convotis.com\/es\/?p=31100"},"modified":"2025-08-29T09:05:04","modified_gmt":"2025-08-29T07:05:04","slug":"customer-story-pecovasa-renfe-mercancias","status":"publish","type":"post","link":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/","title":{"rendered":"Pecovasa Renfe Mercancias"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"31100\" class=\"elementor elementor-31100\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68a133b7 e-flex e-con-boxed e-con e-parent\" data-id=\"68a133b7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2e72cbd2 e-flex e-con-boxed e-con e-child\" data-id=\"2e72cbd2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-551d0ba9 elementor-widget elementor-widget-heading\" data-id=\"551d0ba9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\"><strong>Pecovasa Renfe Mercanc\u00edas <\/strong><br>IoT-Driven Rail Freight \u2013 More Efficiency, Safety, and Transparency<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f988538 e-con-full e-flex e-con e-child\" data-id=\"7f988538\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}}}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23d44593 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"23d44593\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5d006e07 e-con-full e-flex e-con e-child\" data-id=\"5d006e07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-396b3cb4 elementor-widget elementor-widget-image\" data-id=\"396b3cb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1-300x173.png\" class=\"attachment-medium size-medium wp-image-31096\" alt=\"logo\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-450f848d elementor-widget elementor-widget-text-editor\" data-id=\"450f848d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Industry:<\/strong> Logistics &amp; Transportation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d9c39d9 e-con-full e-flex e-con e-child\" data-id=\"7d9c39d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49bea17b elementor-widget elementor-widget-heading\" data-id=\"49bea17b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">As one of the leading providers of rail freight transport on the Iberian Peninsula, Pecovasa moves thousands of tons of cargo safely and reliably every year.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29ee435b elementor-widget elementor-widget-text-editor\" data-id=\"29ee435b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Rising demands for operational safety, sustainability, and efficiency pushed existing maintenance models and operational processes to their limits. To reduce downtime, extend the lifespan of critical components, and increase operational transparency, Pecovasa transitioned to fully digitalized technical maintenance &#8211; with a focus on IoT data and predictive analytics.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3420c045 e-flex e-con-boxed e-con e-parent\" data-id=\"3420c045\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2435f62b e-con-full e-flex e-con e-child\" data-id=\"2435f62b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6dd14a2c e-con-full e-flex e-con e-child\" data-id=\"6dd14a2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-792cc202 e-con-full e-flex e-con e-child\" data-id=\"792cc202\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5206382 e-con-full e-flex e-con e-child\" data-id=\"5206382\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-36f3da1d e-con-full e-flex e-con e-child\" data-id=\"36f3da1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7e600f26 e-con-full e-flex e-con e-child\" data-id=\"7e600f26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61d03731 elementor-widget elementor-widget-heading\" data-id=\"61d03731\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Status quo<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-544374cb e-con-full e-flex e-con e-child\" data-id=\"544374cb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e51fc7d e-con-full e-flex e-con e-child\" data-id=\"2e51fc7d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26c86e8a icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"26c86e8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-eye-thin\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-446c950e elementor-widget elementor-widget-text-editor\" data-id=\"446c950e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Previous processes were mainly based on interval-based maintenance and expert judgment. Data on mileage, load, driving behavior, or environmental conditions was either not collected or only recorded in isolation.<\/strong><\/p><p>Technical components such as running gear, axles, or braking systems were maintained independently of each other &#8211; without considering their actual wear levels.<\/p><p>At the same time, there was no real-time visibility into load levels, driving profiles, or operational deviations. A major issue was the lack of systematic analysis of sensor data, despite trains, wagons, and components generating vast amounts of operational data. This led to inefficient maintenance cycles, unnecessary downtime, and poor maintenance planning &#8211; especially during high network utilization.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c9459fa e-con-full e-flex e-con e-child\" data-id=\"7c9459fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-beace4b e-con-full e-flex e-con e-child\" data-id=\"beace4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-573d0045 e-con-full e-flex e-con e-child\" data-id=\"573d0045\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-116a8d19 elementor-widget elementor-widget-heading\" data-id=\"116a8d19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The challenge<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d3b2822 e-con-full e-flex e-con e-child\" data-id=\"3d3b2822\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-59452964 e-con-full e-flex e-con e-child\" data-id=\"59452964\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-680ad487 icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"680ad487\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-flag-banner-fold-thin\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-410f9c3b elementor-widget elementor-widget-text-editor\" data-id=\"410f9c3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>The challenge was to turn vast amounts of unstructured sensor data into actionable operational insights.<\/strong><\/p><p>The goal was to correlate factors like vibration, temperature, humidity, acceleration, braking behavior, and GPS position in a way that enables precise assessments of the condition of individual components. At the same time, operational data such as JERK energy, vibration amplitudes, and GPS-based driving profiles needed to be analyzed intelligently to detect critical load peaks.<\/p><p>It was crucial to identify patterns indicating potential failures or wear \u2014 regardless of whether they were caused by track conditions, weather, load weight, or dynamic driving maneuvers. The analysis also had to be performant enough to operate in real time and integrate seamlessly into existing maintenance processes without delays.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18b6e234 e-con-full e-flex e-con e-child\" data-id=\"18b6e234\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-63acd5b8 e-con-full e-flex e-con e-child\" data-id=\"63acd5b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-71dc6237 e-con-full e-flex e-con e-child\" data-id=\"71dc6237\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-102ef79e elementor-widget elementor-widget-heading\" data-id=\"102ef79e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The solution<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79678310 e-con-full e-flex e-con e-child\" data-id=\"79678310\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-52b1aea0 e-con-full e-flex e-con e-child\" data-id=\"52b1aea0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55ccf273 icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"55ccf273\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-lightbulb-thin\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32168896 elementor-widget elementor-widget-text-editor\" data-id=\"32168896\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>The solution is based on real-time collection and analysis of extensive sensor data from trains, wagons, and components.<\/strong><\/p><p>The platform enables seamless live tracking of all transports and supports intelligent route planning that dynamically adapts to operational conditions. In addition, it was fully integrated with existing planning and billing systems.<\/p><p>The infrastructure remains fully scalable at all times, operates reliably even under high load, and meets the highest security standards. This creates a foundation for designing more efficient processes while making rail freight operations more flexible and reliable.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18d032bd e-con-full e-flex e-con e-child\" data-id=\"18d032bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4a8bd294 e-con-full e-flex e-con e-child\" data-id=\"4a8bd294\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1d83da33 e-con-full e-flex e-con e-child\" data-id=\"1d83da33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c37f7f elementor-widget elementor-widget-heading\" data-id=\"2c37f7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The result<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5211242f e-con-full e-flex e-con e-child\" data-id=\"5211242f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5dd924ff e-con-full e-flex e-con e-child\" data-id=\"5dd924ff\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-490026ac icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"490026ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24548db6 elementor-widget elementor-widget-text-editor\" data-id=\"24548db6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Pecovasa now benefits from real-time tracking, improved traceability, and precise analytics.<\/strong><\/p><p>The solution enables lower maintenance costs, reduced downtime, and significantly higher operational reliability. This project sets new standards for sustainable digitalization and modern transport management.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48124029 e-con-full e-flex e-con e-child\" data-id=\"48124029\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2ebffb64 e-con-full e-flex e-con e-child\" data-id=\"2ebffb64\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f37e4f8 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"5f37e4f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-15eeb9a4 section e-flex e-con-boxed e-con e-parent\" data-id=\"15eeb9a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-41f1add e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"41f1add\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3e44a519 e-con-full e-flex e-con e-child\" data-id=\"3e44a519\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-406b7b70 elementor-widget elementor-widget-heading\" data-id=\"406b7b70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><strong>Technical<\/strong><br>\nHighlights<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c41cd0d elementor-widget elementor-widget-text-editor\" data-id=\"6c41cd0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Even complex projects can be summarised in clear technical terms. Key figures and distinctive features provide insight into the concrete implementation \u2013 measurable, tangible, and transparent.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fd53fd e-con-full e-flex e-con e-child\" data-id=\"3fd53fd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee603e4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ee603e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Real-time geolocation and live tracking<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analysis of comprehensive sensor data from trains, wagons, and components<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Data filtering with Moving Average, Kalman, and Wavelet filters<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pattern recognition using Dynamic Time Warping (DTW)<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Detection of load patterns, vibration levels, JERK energy, and equipment status<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d5042e e-flex e-con-boxed e-con e-parent\" data-id=\"2d5042e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1739673 e-flex e-con-boxed e-con e-child\" data-id=\"1739673\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-677938b e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"677938b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:51}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;animation&quot;:&quot;fadeIn&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7dc932 elementor-widget elementor-widget-text-editor\" data-id=\"e7dc932\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>IoT-driven digitalization has taken maintenance and operations at Pecovasa to the next level. Real-time data, precise pattern detection, and intelligent analytics ensure maximum operational reliability, reduced downtime, and fully optimized maintenance &#8211; efficient, scalable, and future-proof.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1cd9490a section e-flex e-con-boxed e-con e-parent\" data-id=\"1cd9490a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-06aeaa2 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"06aeaa2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-15ed00b e-con-full e-flex e-con e-child\" data-id=\"15ed00b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85881b2 elementor-widget elementor-widget-heading\" data-id=\"85881b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><strong>Your IT Transformation starts here.<\/strong><br>\nLet\u2019s talk about your goals.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f69938c elementor-widget elementor-widget-text-editor\" data-id=\"f69938c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>You\u2019ve seen our success stories \u2013 now let\u2019s plan your IT transformation together. Whether you are at the beginning of your digital journey or ready for the next step, our experts are here to support you.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1477b4 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"d1477b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/contact\/\" target=\"_blank\" class=\"btn btn-primary\">Plan next steps<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d17461e e-con-full e-flex e-con e-child\" data-id=\"d17461e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ea5a71 elementor-widget elementor-widget-convotis-image-box\" data-id=\"8ea5a71\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;_animation&quot;:&quot;none&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}\" data-widget_type=\"convotis-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"image-box border-bottom-left\" style=\"max-width: auto;\">\r\n            <div class=\"image-wrapper has-img-bg\" data-background-url=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/2025\/05\/Get-in-Touch-with-CONVOTIS.png\">\r\n                            <\/div>\r\n        <\/div>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>IoT data analytics optimize rail operations at Pecovasa. The solution enables real-time tracking, accurate maintenance forecasting, reduces downtime, and maximizes operational safety.<\/p>\n","protected":false},"author":7,"featured_media":48034,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[551,595],"tags":[],"class_list":["post-31100","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-customer-stories-en","category-datascience-ai-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>IoT-Driven Rail Freight for Pecovasa - More Reliability<\/title>\n<meta name=\"description\" content=\"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IoT-Driven Rail Freight for Pecovasa - More Reliability\" \/>\n<meta property=\"og:description\" content=\"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/\" \/>\n<meta property=\"og:site_name\" content=\"CONVOTIS Iberia\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-30T13:36:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-29T07:05:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"721\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"elianamoldovanska\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"elianamoldovanska\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/\"},\"author\":{\"name\":\"elianamoldovanska\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/person\\\/43069367f8f43b4689f544f0d1e798af\"},\"headline\":\"Pecovasa Renfe Mercancias\",\"datePublished\":\"2025-06-30T13:36:56+00:00\",\"dateModified\":\"2025-08-29T07:05:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/\"},\"wordCount\":610,\"publisher\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"articleSection\":[\"Customer Stories\",\"Data Science &amp; AI\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/\",\"name\":\"IoT-Driven Rail Freight for Pecovasa - More Reliability\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"datePublished\":\"2025-06-30T13:36:56+00:00\",\"dateModified\":\"2025-08-29T07:05:04+00:00\",\"description\":\"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/en\\\/news\\\/customer-story-pecovasa-renfe-mercancias\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"contentUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"width\":1280,\"height\":721},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/\",\"name\":\"CONVOTIS\",\"description\":\"For Europe&#039;s digital future.\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\",\"name\":\"CONVOTIS\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Convotis_blue_cmyk300dpi-scaled.png\",\"contentUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Convotis_blue_cmyk300dpi-scaled.png\",\"width\":2560,\"height\":411,\"caption\":\"CONVOTIS\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/convotis-gmbh\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/person\\\/43069367f8f43b4689f544f0d1e798af\",\"name\":\"elianamoldovanska\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g\",\"caption\":\"elianamoldovanska\"},\"sameAs\":[\"https:\\\/\\\/www.convotis.com\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"IoT-Driven Rail Freight for Pecovasa - More Reliability","description":"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/","og_locale":"en_US","og_type":"article","og_title":"IoT-Driven Rail Freight for Pecovasa - More Reliability","og_description":"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.","og_url":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/","og_site_name":"CONVOTIS Iberia","article_published_time":"2025-06-30T13:36:56+00:00","article_modified_time":"2025-08-29T07:05:04+00:00","og_image":[{"width":1280,"height":721,"url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","type":"image\/jpeg"}],"author":"elianamoldovanska","twitter_card":"summary_large_image","twitter_misc":{"Written by":"elianamoldovanska","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/#article","isPartOf":{"@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/"},"author":{"name":"elianamoldovanska","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/person\/43069367f8f43b4689f544f0d1e798af"},"headline":"Pecovasa Renfe Mercancias","datePublished":"2025-06-30T13:36:56+00:00","dateModified":"2025-08-29T07:05:04+00:00","mainEntityOfPage":{"@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/"},"wordCount":610,"publisher":{"@id":"https:\/\/www.convotis.com\/es\/#organization"},"image":{"@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/#primaryimage"},"thumbnailUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","articleSection":["Customer Stories","Data Science &amp; AI"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/","url":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/","name":"IoT-Driven Rail Freight for Pecovasa - More Reliability","isPartOf":{"@id":"https:\/\/www.convotis.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/#primaryimage"},"image":{"@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/#primaryimage"},"thumbnailUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","datePublished":"2025-06-30T13:36:56+00:00","dateModified":"2025-08-29T07:05:04+00:00","description":"Pecovasa boosts rail freight efficiency with IoT-Driven data analysis - enabling real-time tracking, predictive maintenance.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-pecovasa-renfe-mercancias\/#primaryimage","url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","contentUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","width":1280,"height":721},{"@type":"WebSite","@id":"https:\/\/www.convotis.com\/es\/#website","url":"https:\/\/www.convotis.com\/es\/","name":"CONVOTIS","description":"For Europe&#039;s digital future.","publisher":{"@id":"https:\/\/www.convotis.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.convotis.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.convotis.com\/es\/#organization","name":"CONVOTIS","url":"https:\/\/www.convotis.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Convotis_blue_cmyk300dpi-scaled.png","contentUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Convotis_blue_cmyk300dpi-scaled.png","width":2560,"height":411,"caption":"CONVOTIS"},"image":{"@id":"https:\/\/www.convotis.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/convotis-gmbh\/"]},{"@type":"Person","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/person\/43069367f8f43b4689f544f0d1e798af","name":"elianamoldovanska","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/dcc0c0bd213565a66bfb488266616c3e473f54a3fdd5c34226d23758988c7924?s=96&d=mm&r=g","caption":"elianamoldovanska"},"sameAs":["https:\/\/www.convotis.com\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/31100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/comments?post=31100"}],"version-history":[{"count":37,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/31100\/revisions"}],"predecessor-version":[{"id":48042,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/31100\/revisions\/48042"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/media\/48034"}],"wp:attachment":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/media?parent=31100"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/categories?post=31100"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/tags?post=31100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}