{"id":38123,"date":"2026-03-11T22:46:18","date_gmt":"2026-03-11T22:46:18","guid":{"rendered":"https:\/\/www.argonandco.com\/?post_type=article&p=38123"},"modified":"2026-03-11T23:02:16","modified_gmt":"2026-03-11T23:02:16","slug":"constraint-to-control-in-asset-intensive-industries","status":"publish","type":"article","link":"https:\/\/www.argonandco.com\/en\/news-insights\/articles\/constraint-to-control-in-asset-intensive-industries\/","title":{"rendered":"Constraint to control in asset intensive industries"},"content":{"rendered":"

From bottlenecks to flow in integrated production systems<\/span><\/span><\/p>\n

Every production system has a constraint, and\u00a0<\/span>it\u00a0<\/span>moves<\/span>\u00a0over time. How do we fix the\u00a0<\/span>operation<\/span>\u00a0instead of endlessly firefighting bottlenecks?<\/span><\/span>\u00a0<\/span><\/p>\n

GMs will tell you they are hitting their targets, and most will have KPIs to prove it. But total throughput still sits 5 to 15% below nameplate, quarter after quarter.<\/span><\/span><\/p>\n

T<\/span>he performance gap often lives in the handoffs between assets.<\/span><\/p>\n

\"\"<\/p>\n

The pattern we see<\/h3>\n

Local optimisation wins at the expense of system throughput.<\/span>\u00a0<\/span><\/p>\n

“<\/span>Our mines might hit 110% of a weekly target by clearing waste early and producing ore later but starving the crusher on some shifts.\u201d- Mine GM<\/span><\/i>\u00a0<\/span>\u00a0<\/span><\/p>\n

Lean principles designed for tight-tolerance\u00a0industrial manufacturing\u00a0get applied to high-variability operations and “eliminate waste” slowly becomes “eliminate the buffers that protect flow”. Stockpile strategies designed for an earlier era still govern operations running at much higher throughput. Buffers sit in the wrong places and constraint starvation becomes a way of life.<\/span>\u00a0<\/span><\/p>\n

“<\/span>We are great at protecting the plan shift by shift, but we have lost the ability to recover the weekly plan for the losses that regularly happen.”\u00a0–\u00a0Mine Planning GM<\/span><\/i>\u00a0<\/span><\/p>\n

Quarterly forecasts assume smooth production. Daily reality deals with breakdowns, weather, and geology. Without the freedom to run hard when conditions are good, each disruption becomes a permanent loss.<\/span><\/p>\n

What it costs<\/h3>\n

I have seen these patterns play out from inside three recent engagements.\u00a0At one large iron ore operation, this pattern ran for a decade. Nameplate capacity was never reached. The system bled over $1 billion a year in revenue across 12 to 15 million tonnes of lost production. Three failure modes drove it.<\/span>\u00a0<\/span><\/p>\n