In the realm of highly critical environments such as Vaccinopolis in Antwerp, the demand for reliable continuous sensor measurements is paramount. 🛠️Predictive maintenance revolves around three pivotal components: 1️⃣ Specialized sensors for specific failure mechanisms: - Providing real-time data. - Battery-powered for enhanced flexibility in deployment. 2️⃣ Secure industrial IoT platform: - Based on a data diode principle, ensuring data security (no write permissions unless it's done in a secure and validated manner). 3️⃣ Predictive algorithms based on known failure mechanisms: - Our algorithms evolve from a deep understanding of failure mechanisms. - Aim: Achieving maintenance precisely when needed and foreseeing failures before they occur. The data gathered in this case gives Vaccinopolis a first push toward predictive maintenance by providing more insights into energy consumption, vibration measurements and frequency converters. #PredictiveMaintenance #IndustrialIoT #sensors #vibrationanalysis #energyefficiency
