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MANUFACTURING PRODUCTION KPIs – A Structured ApproachProduction KPIs (Key Performance Indicators) are essential for monitoring the efficiency, quality, and overall performance of a manufacturing process. The goal is to identify areas for improvement and maintain operations within the "green zone" targets. Below is a detailed and structured breakdown of the key production KPIs, along with examples for a cable factory scenario.
1. 🔎 SAFETY KPIs Safety is a top priority in any manufacturing environment. Proper safety measures help reduce incidents, improve employee morale, and ensure compliance with regulations.
- Total Recordable Incident Rate (TRIR):
- 🔴 > 3.0 → High risk and poor safety culture
- 🟠 1.5 - 3.0 → Needs improvement
- 🟡 0.5 - 1.5 → Acceptable but can improve
- 🟢 < 0.5 → Excellent safety performance
Example:
- A cable factory records 2 incidents per 100 employees annually.
- TRIR = (2 ÷ 100) × 200,000 = 4 → RED zone → Immediate action required to improve safety measures.
- Days Since Last Recordable Incident:
- 🔴 < 30 days → Unsafe working environment
- 🟠 30 - 90 days → Needs improvement
- 🟡 90 - 180 days → Acceptable
- 🟢 > 180 days → Excellent safety record
Example:
- Last recordable incident was 45 days ago → ORANGE zone → Conduct safety training and improve PPE compliance.
- Safety Observation Completion Rate:
- 🔴 < 70% → Poor safety culture
- 🟠 70 - 85% → Needs improvement
- 🟡 85 - 95% → Good
- 🟢 > 95% → Excellent
Example:
- Employees completed 88% of scheduled safety observations → YELLOW zone → Encourage more participation in safety audits.
2. ✔️ QUALITY KPIs Quality KPIs reflect the consistency and reliability of manufacturing processes. High-quality output increases customer satisfaction and reduces waste.
- First Pass Yield (FPY):
- 🔴 < 85% → Poor process control
- 🟠 85 - 90% → Needs improvement
- 🟡 90 - 95% → Good
- 🟢 > 95% → Excellent
Example:
- 920 out of 1000 produced cables passed inspection → FPY = (920 ÷ 1000) × 100 = 92% → YELLOW zone → Minor adjustments to process required.
- Customer Complaints (per million):
- 🔴 > 100 → Poor customer satisfaction
- 🟠 50 - 100 → Needs improvement
- 🟡 10 - 50 → Good
- 🟢 < 10 → Excellent
Example:
- 5 complaints from 200,000 units produced = (5 ÷ 200,000) × 1,000,000 = 25 complaints per million → YELLOW zone → Improve product consistency.
- Scrap Rate:
- 🔴 > 5% → High waste and cost
- 🟠 2 - 5% → Needs improvement
- 🟡 1 - 2% → Good
- 🟢 < 1% → Excellent
Example:
- 10 defective cables out of 1000 produced → Scrap rate = (10 ÷ 1000) × 100 = 1% → GREEN zone → Maintain current process controls.
3. 💰 COST KPIs Cost KPIs ensure that production remains profitable and sustainable.
- Overall Equipment Effectiveness (OEE):
- 🔴 < 60% → Major losses
- 🟠 60 - 75% → Needs improvement
- 🟡 75 - 85% → Good
- 🟢 > 85% → Excellent
Example:
- Availability = 95%, Performance = 90%, Quality = 92%
- OEE = 0.95 × 0.90 × 0.92 = 78.66% → YELLOW zone → Optimize machine calibration.
- Labor Efficiency:
- 🔴 < 80% → Poor performance
- 🟠 80 - 90% → Needs improvement
- 🟡 90 - 100% → Good
- 🟢 > 100% → Excellent
- Maintenance Cost (% of RAV):
- 🔴 > 5% → Excessive maintenance cost
- 🟠 3 - 5% → Needs improvement
- 🟡 2 - 3% → Good
- 🟢 < 2% → Excellent
4. 📦 INVENTORY KPIs Inventory KPIs help maintain optimal stock levels to avoid overproduction or stockouts.
- Inventory Turnover Rate:
- 🔴 < 4x/yr → Poor turnover
- 🟠 4 - 6x/yr → Needs improvement
- 🟡 6 - 10x/yr → Good
- 🟢 > 10x/yr → Excellent
- WIP Inventory (Days):
- 🔴 > 15 days → High WIP cost
- 🟠 8 - 15 days → Needs improvement
- 🟡 3 - 8 days → Good
- 🟢 < 3 days → Excellent
5. 🚚 DELIVERY KPIs Delivery KPIs track the ability to meet customer demand and production schedules.
- On-Time Delivery Rate:
- 🔴 < 85% → Poor scheduling
- 🟠 85 - 90% → Needs improvement
- 🟡 90 - 95% → Good
- 🟢 > 95% → Excellent
6. 🌍 SUSTAINABILITY KPIs Sustainability KPIs measure the environmental impact and efficiency of the production process.
- Energy Consumption per Unit:
- 🔴 > Base
- 🟠 -5% to -10%
- 🟡 -10% to -25%
- 🟢 < -25%
- Carbon Footprint Reduction:
- 🔴 < 10%
- 🟠 10 - 20%
- 🟡 20 - 30%
- 🟢 > 30%
7. 📌 Daily Management Board Approach [list=1]
- Focus on SQDC+ metrics instead of isolated KPIs like OEE.
- Prioritize Safety and Quality – they drive delivery and cost performance.
- Review daily as a team, not just for reporting but problem-solving.
- Track trends over time, not just current state values.