Estimation of Origin-Destination Matrix and Identification of User Activities Using Public Transit Smart Card Data

The goal of this project is to develop a systematic transit passengers’ origin-destination (OD) estimation methodology that utilizes data with only limited information to enhance the trip-chain-based OD estimation algorithms using the bus transit smart card data collected in Guangzhou City, China in this research. Specific objectives are to: (1) Detect the direction information of the records, (2) Detect the boarding cluster information of the records, (3) Extract boarding stop information, (4) Extract alighting stop information, and (5) Generate OD matrix and analyze transit users’ travel patterns. This report focuses on the algorithms that are developed and used to extract OD information step by step and to present data analysis results based on the extracted information to help the transit planners make informed decisions.

Language

  • English

Media Info

  • Media Type: Digital/other
  • Edition: Final Report
  • Features: Appendices; Figures; Maps; References; Tables;
  • Pagination: 94p

Subject/Index Terms

Filing Info

  • Accession Number: 01687644
  • Record Type: Publication
  • Report/Paper Numbers: Project ID: 2017 Project 01
  • Contract Numbers: 69A3551747133
  • Files: UTC, TRIS, ATRI, USDOT
  • Created Date: Nov 29 2018 11:45AM