A Panel Data Model-Based Multi-Factor Predictive Model of Highway Electromechanical Equipment Faults.

Highway electromechanical equipment faults can be caused by multiple factors. To study the effects of these factors on electromechanical equipment faults, a panel data model was developed. Traffic flow, temperature difference, relative humidity, and wind speed were selected as explanatory variables, with the electromechanical faults being the response variable. The data was based on an investigati...