DATA-BASED DEVELOPMENT OF AN AGENT-BASED SIMULATION TO SUPPORT THE DESIGN OF BICYCLE-SHARING SYSTEMS
DS 96: The 20th International DSM Conference
Year: 2018
Editor: Leardi, Carlo; Browning, Tyson R.; Eppinger, Steven D.; Becerril, Lucia
Author: Hollauer, Christoph (1); Lang, Christopher (1); Wilberg, Julian (1); Weking, Jörg (2); Dengler, Christian (3); Böhm, Markus (2); Krcmar, Helmut (2); Lohmann, Boris (3); Omer, Mayada (1)
Series: DSM
Institution: 1: Laboratory for Product Development and Lightweight Design, Technical University of Munich (TUM); 2: Chair for Information Systems, TUM; 3: Chair of Automatic Control, TUM
Section: Using Data
Page(s): 117-127
ISBN: 978-3-00-057492-4
Abstract
Bicycle-Sharing Systems are emerging as alternative modes of transportation, successfully combining product and service aspects similar to those of other Product-Service Systems. Since such systems are influenced by a number of factors during their operation, identifying ways to manage the dynamic complexity during the operational phase is desirable. In this paper, we present an approach using agent-based modeling in combination with data analytics of system usage data to analyze the impact system architecture changes would have on overall system behavior.
Keywords: Product-Service Systems, Bicycle Sharing, Agent-Based Modeling