Innovative, Semi-Permanent Sensors in the Era of Industry 4.0: Technological Solutions for Efficient Monitoring and Automation
Ilya A. Kovalev, Elena Korshunova, Arsen Tagaev · 2025
In the era of Industry 4.0, manufacturing and research environments demand increasingly sophisticated monitoring and diagnostic systems. Alongside traditional stationary and portable sensors, semi-permanent (hybrid) sensors have emerged to offer a balanced solution that leverages the high accuracy of fixed installations and the mobility of handheld devices. These hybrid sensors integrate seamlessly with wireless communication protocols, such as Bluetooth Low Energy (BLE) and Wi-Fi etc, providing sufficient data throughput for moderate to high-frequency measurements (e.g., vibration analysis). Their adaptability allows rapid relocation, on-the-fly updates, and real-time data processing, reducing downtime and enhancing responsiveness in dynamic production workflows. Furthermore, the hybrid approach facilitates advanced analytics—such as machine learning algorithms and augmented reality (AR) overlays—without relying solely on dedicated, permanent instrumentation. Semi-permanent sensors address various operational challenges, including cost-effective deployment, compatibility with legacy systems, and centralized data management within ERP platforms. They are thus particularly beneficial for organizations aiming to accelerate digital transformation initiatives, improve predictive maintenance strategies, and minimize equipment failure risks. Although extremely harsh or specialized environments may still favor fully stationary or highly portable options, semi-permanent sensors strike an optimal balance of flexibility and reliability. As a result, they represent an effective foundation for modern condition-monitoring frameworks in Industry 4.0.