MES Software: Vendors, Features & Costs Compared 2026
MES software compared: vendors, functions per VDI 5600, costs (cloud vs. on-premise) and implementation. Honest market overview 2026.
Operating time refers to the actual duration a machine, system, or production line operates and produces output. In manufacturing, operating time is a critical key performance indicator (KPI) that directly impacts productivity, efficiency, and overall equipment effectiveness (OEE).
Operating time is the net productive time when equipment actively performs its intended function. Unlike availability time, which includes standby periods, operating time only counts actual production or operational hours.
In Manufacturing Execution Systems (MES) and production data collection environments, operating time serves as a fundamental metric for production planning and optimization.
Understanding the distinction between operating time and similar metrics is crucial:
The operating time formula is:
Operating Time Rate (%) = (Actual Operating Time / Planned Operating Time) × 100
Example:
Operating time is integral to Overall Equipment Effectiveness (OEE):
OEE = Availability × Performance × Quality
Operating time directly influences the availability component: Availability = Operating Time / Planned Operating Time
Implement IoT sensors and AI algorithms to predict maintenance needs before failures occur.
Train operators in troubleshooting and basic maintenance to minimize response times.
Modern manufacturing leverages operating time data through:
Operating time is a fundamental manufacturing KPI that directly impacts productivity and profitability. By implementing modern MES systems, cloud-native solutions, and data-driven optimization strategies, manufacturers can maximize operating time and achieve competitive advantages in today's demanding market environment.
MES software compared: vendors, functions per VDI 5600, costs (cloud vs. on-premise) and implementation. Honest market overview 2026.
OEE software captures availability, performance & quality automatically in real time. Vendor comparison, costs & case studies. 30-day free trial.
MES (Manufacturing Execution System): Functions per VDI 5600, architectures, costs and real-world results. With implementation data from 15,000+ machines.