A Methodology for Simulating Synthetic Populations for the Analysis of Socio-technical Infrastructures

van Dam, Koen H.; Bustos-Turu, Gonzalo; Shah, Nilay; Jager, W; Verbrugge, R; Flache, A; DeRoo, G; Hoogduin, L; Hemelrijk, C

Abstract

Modelling socio-technical systems in which a population of heterogeneous agents generates demand for infrastructure services requires a synthetic population of agents consistent with aggregate characteristics and distributions. A synthetic population can be created by generating individual agents with properties and rules based on a scenario definition. Simulation results fine-tune this process by comparing system level behaviour with external data, after which the emergent behaviour can be used for analysis and optimisation of planning and operation. An example of electricity demand profiles is used to illustrate the approach.

Más información

Título según WOS: ID WOS:000418582900039 Not found in local WOS DB
Título de la Revista: INTELLIGENT METHODS IN COMPUTING, COMMUNICATIONS AND CONTROL
Volumen: 528
Editorial: SPRINGER INTERNATIONAL PUBLISHING AG
Fecha de publicación: 2017
Página de inicio: 429
Página final: 434
DOI:

10.1007/978-3-319-47253-9_39

Notas: ISI