Predictive maintenance is a form of maintenance that tracks and monitors the condition and performance of equipment during normal operation. It is a technique that uses data analysis tools and techniques to detect anomalies in your operation and possible defects in equipment and processes, so you can fix them before they fail. Predictive maintenance provides the tools to minimize the time and money spent on repairs and maintenance, reduce the unplanned downtime of equipment that is critical for production, and prolong the life expectancy of assets to reduce high turnover rates that can be costly to a business’s bottom-line.

Short-Term Demand Forecasting for on-Demand Mobility Service

Xinwu Qian • Satish V. Ukkusuri • Chao Yang • Fenfan Yan

Sep 3, 2020

IEEE Transactions on Intelligent Transportation Systems