Industries depend on their equipment to achieve production and dispatches on time. As such, it is extremely important to be aware of when a critical piece of machinery may not run as scheduled. Studies on the process industry’s performance suggest that machine uptime as a percent of scheduled uptime is approximately 67 percent at process plants. Predictive diagnostics help to reduce downtime of equipment, thereby enhancing production.