Travel-time Optimization on I-285 with Improved Variable Speed Limit Algorithms and Coordination with Ramp Metering Operations

Details

• Creators:
  Laval, Jorge A. ; Guin, Angshuman ; Chilukuri, Bhargava Rama ; Cho, Hyun W.
• Corporate Creators:
  Georgia Institute of Technology. School of Civil and Environmental Engineering
• Corporate Contributors:
  Georgia. Dept. of Transportation. Office of Performance-Based Management and Research ; United States. Federal Highway Administration
• Subject/TRT Terms:
  Genetic Algorithms Genetic Algorithm Optimization Ramp Metering Variable Speed Limits
• Publication/ Report Number:
  FHWA-GA-19-1414
• Resource Type:
  Tech Report
• Geographical Coverage:
  Georgia;United States
• Edition:
  November 2014 – February 2019
• Corporate Publisher:
  Georgia Institute of Technology. School of Civil and Environmental Engineering
• Abstract:
  The objective of this project is to develop effective variable speed limit (VSL) control algorithms to minimize the total travel time on I-285 study corridor. The study corridor is Eastbound/Southbound I-285 between GA 400 and I-20. Using a stochastic simulation-based optimization framework that combines microsimulation model GTsim and a genetic algorithm-based optimization module, we determine the optimal parameter values of a combined variable speed limit and ramp metering (VSL-RM) system that minimizes total vehicle travel time. The total travel time is reduced by 8% compared to no control.
• Format:
  PDF
• Funding:
  PI# 0013186
• Collection(s):
  US Transportation Collection
• Main Document Checksum:
  urn:sha-512:3b0de1dc9b78672264d3f3bffa679bf17e74fd90a1bca219204b836f9335f82f7ad5f6f4e2a8edc7838b741e54f22b5c174663bebc8b473c5179af719d2b1f0d
• Download URL:
  https://rosap.ntl.bts.gov/view/dot/40155/dot_40155_DS1.pdf
• File Type:
  [PDF - 3.28 MB ]