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References:

Visualization of manhole and precursor-type events for the Manhattan electrical distribution system
Predicting vulnerability to serious manhole events in Manhattan: A preliminary machine learning approach
A Process for Predicting Manhole Events in Manhattan
Machine Learning for the New York City Power Grid
21st-Century Data Miners Meet 19th-Century Electrical Cables
Multivariate Assessment of a Repair Program for a New York City Electrical Grid
Analytics for Power Grid Distribution Reliability in New York City
Machine learning for power grid
Report Cards for Manholes: Eliciting Expert Feedback for a Learning Task