Estudio de caso: Prevención de fallas en el motor de la bomba de lodo mediante detección temprana con DataMind AI™

By Razor Labs 7 min read COMPARTIR Overview Razor Labs DataMind AI™ was monitoring critical rotating equipment at a vanadium mining site, including one of the site’s main slurry pumps. This pump is a critical component in one of the site’s two parallel processing lines. A failure would have forced a shutdown of the entire […]
Estudio de caso: Prevención de fallas en el motor de la bomba de lodo mediante detección temprana con DataMind AI™

By Razor Labs 7 min read COMPARTIR Overview Razor Labs DataMind AI™ was monitoring critical rotating equipment at a vanadium mining site, including one of the site’s main slurry pumps. This pump is a critical component in one of the site’s two parallel processing lines. A failure would have forced a shutdown of the entire […]
Estudio de caso: Prevención de fallas en el motor de la bomba de lodo mediante detección temprana con DataMind AI™

By Razor Labs 7 min read COMPARTIR Overview Razor Labs DataMind AI™ was monitoring critical rotating equipment at a vanadium mining site, including one of the site’s main slurry pumps. This pump is a critical component in one of the site’s two parallel processing lines. A failure would have forced a shutdown of the entire […]
Estudio de caso: Prevención de fallas en el motor de la bomba de lodo mediante detección temprana con DataMind AI™

By Razor Labs 7 min read COMPARTIR Overview Razor Labs DataMind AI™ was monitoring critical rotating equipment at a vanadium mining site, including one of the site’s main slurry pumps. This pump is a critical component in one of the site’s two parallel processing lines. A failure would have forced a shutdown of the entire […]
Estudio de caso: DataMind AI™ detecta fricción oculta en bomba de lubricación y evita fallo de centrífuga

By Razor Labs 5 min read SHARE In coal mining, high-speed centrifuges play a critical role in reducing moisture content in fine coal during the dewatering process. But these machines rely on something deceptively simple: a dedicated lubrication pump that keeps their bearings running smoothly. At one site, DataMind AI™ was deployed to monitor the […]
Estudio de caso: DataMind AI™ detecta una falla de lubricación en un ventilador de ventilación.

By Razor Labs 7 min read SHARE Overview Razor Labs deployed DataMind AI™ to monitor critical rotating equipment at a major coal mining site with underground operations – including a key ventilation fan essential for maintaining airflow and ensuring safe working conditions below ground. In May 2025, DataMind AI™ detected rising bearing friction through multi-sensor […]
Estudio de Caso: Detección de Problemas de Lubricación de Rodamientos en un Compresor con DataMind AI™

By Razor Labs 7 min read SHARE Overview At a major coal mining site, DataMind AI™ was deployed to monitor critical equipment, including compressors essential for plant auxiliary operations. After the deployment, the system flagged one compressor’s drive-end bearing for abnormal vibration levels – well above those observed in identical units. While traditional tools may […]
Fragmento de Estudio de Caso: Fusión de Sensores Identifica Degradación Mecánica en Ventilador de Sinter Antes de la Falla

By Razor Labs 5 min read SHARE Unexpected sinter fan failures in alloys production can cause major operational downtime and financial losses. To avoid these risks, a leading site implemented DataMind AI™ to monitor critical equipment in real time and flag early signs of mechanical deterioration. In early March 2025, DataMind AI™ detected elevated axial […]
Estudio de caso: DataMind AI™ previene fallas en motores de cintas transportadoras detectando estrías ocultas en los rodamientos.

By Razor Labs 5 min read SHARE Overview At a large coal mining site, DataMind AI™ was deployed to monitor multiple conveyor drive motors – critical components in the site’s material handling process. Shortly after deployment, the system flagged early-stage deterioration in one of the motor bearings. While traditional monitoring tools recognized this as a […]
Extracto de caso de estudio: Detección temprana de fallas en rodamientos en una bomba crítica usando DataMind AI™

By Razor Labs 5 min read SHARE At a large power plant, a critical high-performance pump motor began showing subtle vibration behavior that conventional systems failed to detect. DataMind AI™ identified the early signs of bearing degradation through advanced real-time analysis – before any alarms were triggered or damage occurred. The insights enabled the team […]