Grantek’s Jim Toman Writes About Machine Data and Predictive Maintenance in Control Engineering Magazine

May 21, 2026

Grantek’s Jim Toman Writes for Control Engineering Magazine

Control Engineering Magazine’s May 2026 issue features an article written by Jim Toman – MES Functional Consultant at Grantek. This article is titled: “Machine data: The foundation of effective predictive maintenance”. Jim shares how traditional maintenance strategies, whether time-based or reactive, simply cannot keep pace with the complexity and risk tolerance of modern production environments. The shift toward predictive maintenance is well underway, and machine data is what makes it possible.

Click Here to Read the Control Engineering Magazine Article

“Predictive maintenance works by identifying early warning signs of equipment degradation before a failure occurs. But those signals only become visible when you have the right data, collected continuously, from the right sources. Sensors embedded in motors, pumps, conveyors, fillers and mixers generate a constant stream of information about temperature, vibration, pressure, speed and energy consumption. On their own, these readings are raw and noisy. Combined with historical patterns and contextual production data, they become a powerful diagnostic tool.”
Control Engineering Magazine, May 2026

Control Engineering Magazine also named Grantek one of the 2026 top System Integrator Giants in the world. Grantek was awarded 13th place on the 2026 System Integrator Giants list. The System Integrator Giants list is compiled annually and ranks the top 80 system integration companies in the world by total system integration revenue. The system integration companies on the 2026 System Integrator Giants list account for account for over $1 billion of revenue, and more than 70% of the companies on this year’s list, including Grantek had revenues above $10 million.

Control Engineering Magazine connects the global industrial engineering audience through coverage of and education about automation, control, and instrumentation technologies in a regionally focused, actionable manner through online and print media and in-person events. Established in 1954, Control Engineering Magazine provides information for automation engineers who design, implement, integrate, maintain, and manage control, automation, and instrumentation systems, components, and equipment to do their jobs better.

For over 45 years, top companies in Data Centers, Food & Beverage, CPG and Life Sciences/Pharmaceuticals have called upon Grantek to solve their most complex business and manufacturing challenges. Grantek automates Pharmaceutical and Food & Beverage manufacturing operations, including integration with business systems for seamless solutions. Grantek helps customers meet the stringent requirements and challenges of the 4th Industrial Revolution. Grantek has offices in the United States, Canada and India.

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