Optruss

MRO Spare Parts Safety Stock & Economic Order Quantity (EOQ) Estimator

Balance capital holding costs against multi-million-dollar downtime exposure using dual-variance demand and lead-time modeling.

Aerial view of a large data centre with rooftop cooling plant, a substation and a ring road through woodland
POISSON MRO LOGISTICSINVENTORY OPTIMIZATION ENGINEReal-Time Engineering Engine
INTERACTIVE SIMULATION WORKBENCH

Configure Parameters to Run Model

Safety Stock Buffer
136 units

Guarantees target service level

Reorder Point (ROP)
568 units

Trigger auto-purchase requisition

Economic Order Quantity (EOQ)
168 units

Minimizes annual inventory cost

Holding Cost / Yr
$9,574

Annual cost to hold safety stock

MATHEMATICAL FORMULATIONS & VARIABLES

Rigorous Engineering Formulations

Dual-Variance Safety Stock (SS)

SS = Z × √[L × (σd)² + d² × (σL)²]

Accounts for both day-to-day part consumption variability (σd) and supplier delivery delay variance (σL).

Reorder Point (ROP)

ROP = (Daily Demand × Lead Time) + Safety Stock

The exact inventory threshold that triggers an automated purchase requisition in AssetCore.

Economic Order Quantity (EOQ)

EOQ = √[(2 × Annual Demand × Order Placement Cost) / (Holding Rate × Unit Cost)]

The mathematically optimal order batch size that minimizes total inventory ordering and carrying costs.

WORLD-CLASS INDUSTRY BENCHMARKS

Comparative Performance Quartiles

Benchmark QuartileTarget Metric RangeOperational & Financial Implication
Tier 1 Critical Spares99.5% Service Level (Z=2.58)Zero-tolerance stockout policy. Outage costs exceed $100k/hr. Buffer covers max supplier delay.
Tier 2 Essential Spares98.0% Service Level (Z=2.05)Standard balance of plant components with commercial vendor availability.
Tier 3/4 General Consumables95.0% Service Level (Z=1.65)Fast-moving hardware (bolts, fittings, filters) with low stockout impact.
PRACTICAL OPTIMIZATION STRATEGIES

Actionable Engineering Best Practices

Dynamic Telemetry-Linked ROP

Link storeroom ROPs to AssetCore health scores: when vibration spikes, auto-raise safety stock buffer.

Vendor Consignment Agreements

Establish vendor-managed inventory (VMI) for high-cost critical spares to eliminate carrying costs.

AUTOMATED OPTRUSS TELEMETRY INTEGRATION

Stream Live Sensor Telemetry Directly into CMMS Metrics

Eliminate manual spreadsheet logging. Optruss connects directly to PLC/SCADA tags and vibration sensors to compute live MTBF, calculate real-time downtime loss, and dispatch predictive work orders before machines trip.

Automate POISSON MRO LOGISTICS Calculations with Optruss AI

Eliminate manual data entry. Connect plant telemetry directly to Optruss to automate calculations and trigger proactive work orders.