KNPC R&D/T Roadmap· AI-Enhanced · FY 2022–2027
Prototype Demo128 Projects · 4 Platforms · 19 Programs

Management Dashboard

Real-time KPI performance tracking · AI-driven challenge monitoring · Data as of Apr 2025

6/6
KPIs Off Target
2/8
Critical Challenges
7/8
Committee Approved
18
Active R&T Projects

KPI Performance vs. Targets

Operational Excellence
Unplanned Shutdown Hours
At Risk
187hrs/yr
Current: 187 hrs/yrTarget: 120 hrs/yr
Operational Excellence
Equipment Failure Rate
Behind
4.1%
Current: 4.1 %Target: 2.5 %
Decarbonization
CO₂ Emissions Intensity
At Risk
21.4kg CO₂/bbl
Current: 21.4 kg CO₂/bblTarget: 18 kg CO₂/bbl
Digitalization
Digital Process Coverage
At Risk
54%
Current: 54 %Target: 80 %
Shutdown Reduction
Planned Maintenance Compliance
At Risk
78%
Current: 78 %Target: 95 %
Decarbonization
Environmental Exceedances
Behind
7events/yr
Current: 7 events/yrTarget: 0 events/yr

Incident & Shutdown Trend (2024)

JanFebMarAprMayJunJulAugSepOctNovDec05101520
  • Incidents
  • Shutdowns
  • Env. Exceedances

R&T Project Distribution

Digitalization
40%
Operational Excellence
30%
Shutdown Reduction
20%
Decarbonization
10%

Challenge Resolution Progress

0%25%50%75%100%Corrosion-Induced Pump Failures …Unplanned Shutdowns fromHeat Ex…Flare Gas Recovery Optimization…Manual Data Collection inProces…Rotating Equipment Vibration Ano…Wastewater TreatmentExceedances…Predictive Maintenance Model Dep…Turnaround DurationReduction…