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In process industries, deviations in temperature, pressure, flow rate, product quality, and equipment performance can lead to production losses, increased waste, and operational inefficiencies. The challenge is not merely to detect these deviations but to determine whether they result from normal process variation or an underlying problem requiring corrective action.

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Process plant design is often approached as an exercise in equipment selection, process simulation, piping and instrumentation, utility integration, control strategy, and plant layout. These are undeniably important, but a technically sound process design can still produce an inefficient plant if the overall flow of materials, information, decisions, energy, and operating activi...

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