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By Winnie Kristensen, JS Proputec A/S In today’s highly automated industrial environments, such as meat and fish processing — where by-products place constant strain on machinery — early detection of maintenance strategies. New developments in predictive maintenance, powered by the Internet of Things (internet- connected equipment), are reshaping how operators manage to Maintenance Traditionally, the internal wear of industrial pumps Now, intelligent monitoring systems are changing that. By systems empower operators to “see inside” their equipment, failures occur. This shift towards predictive maintenance marks a maintenance resources. Smart monitoring devices — compact, sensor-equipped modules installed directly onto pumping equipment — are becoming increasingly common across industrial sectors. Once connected, these devices capture key metrics such as 36 June 2025 Render One notable feature of these systems is their user- and embedded SIM cards for seamless data transmission, operators with minimal technical experience can deploy external power supplies. these systems. By training models on real-world usage data, breakdown scenarios, which translates into more reliable teams gain a centralized overview of equipment status across As industries strive to reduce their environmental footprint, By optimizing pump performance and eliminating the increasing rpm to compensate for worn parts — plants can Moreover, these insights help reduce material waste. Rather industrial maintenance. to evolve, they will provide even greater precision, adaptability and user-centric design, supporting a data-driven future for equipment reliability and performance. By embedding intelligence directly into equipment, the industry is moving from R www.rendermagazine.com
