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This study, performed in 2009, utilizes regression analysis to explore the effectiveness of reliability programs in AEP Texas. The analysis examines the correlation between different measures and outcomes, highlighting the importance of accurate labeling and the impact of diminishing returns. The results provide insights into strong performers, weaker than expected programs, and other notable findings.
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Reliability Valuation in AEP Texas A Study on Cost Vs Returns
Introduction • Study performed in 2009 • Regression analysis • What is a reliability program? • Does it move the needle? • Reduction vs prevention
Caveats • Analysis – Correlation or Causation? • Some outages mis-labeled • Diminishing Returns • Some programs very O&M heavy • Results specific to AEP Texas • The good ol’ disclaimer…
Results Explanation • Projection • Dollars per customer minutes out • Percent capital
Strong Performers • D-Line inspection and repair: • $1.00/CMI, 24% capital • Lightning mitigation: • $1.03/CMI, 100% capital • Sectionalizing: • $1.70/CMI, 99% capital • Station animal guards: • $4.71/CMI, 80% capital
More Strong Performers • Replacing older relays • $5.42/CMI, 100% capital • Installing station SCADA • $5.67/CMI, 95% capital • Feeder ties/upgrades • $8.50/CMI, 95% capital
Weaker Than Expected • Wire replacement: • $33.98/CMI, 95% capital • O&M savings from OT work • Performance-based forestry • $48.64/CMI, 24% capital • Pole replacement: • $495.05/CMI, 78% capital • Safety • Possibly skewed
Other Notable Findings • Cycle-based forestry • $15.70/CMI, 18% capital • Hybrid forestry • $27.55/CMI, 18% capital • System hardening – not much data in 2009 • Distribution Automation – almost no data in 2009
Conclusion • No plans to repeat the study at AEP • SAIDI and SAIFI not the only drivers • Customer satisfaction • Overtime O&M reduction • Safety • Don’t skimp on inspections!