Abstract

Abstract. Smart Cities are complex distributed systems which may involve services, applications, sensors and IoT devices. In order to be able to link and use such heterogeneous data, spatial data infrastructures for Smart Cities can play an important role in establishing interoperability between systems and platforms. Semantic 3D city models describe spatial, graphical and thematic aspects of the city objects according to the CityGML international standard, issued by the Open Geospatial Consortium (OGC). The requirement to support energy time-dynamic properties within CityGML objects arises from the fact that cities yield great potential in terms of energy consumption reduction and efficiency increase. In order to support such time-varying energy properties concerning city objects, recent extensions of the CityGML in the form of Application Domain Extensions (ADEs) are researched and developed, such as the Energy ADE and the Dynamizer ADE. Starting from a Building Information Model (BIM) and evaluating energy use of the building through the created Building Energy Model (BEM), the aim of this study is to integrate and visualize the time-based energy simulation results with the 3D building model within a 3D semantic city model. Using the latter ADE, the highly detailed static 3D Building (LOD 4) is extended to support those energy variations of individual feature properties and associations over time. Moreover, the web-based visualization approaches and data retrieval were further researched, and an interoperable web-based application was developed, in order to accomplish an integrated knowledge on how time-series data can be distributed in a virtual 3D environment.

Highlights

  • IntroductionCities include plenty of application domains, where time plays an important role

  • 1.1 Introduction – Research ObjectivesCities include plenty of application domains, where time plays an important role

  • Extending the CityGML Standard proved to be the optimal solution to this case study for the integration and visualization of the time-based energy simulation results with the static 3D building model, and the conversion of the Building Information Model (BIM) model to CityGML is an important step for the current methodology approach

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Summary

Introduction

Cities include plenty of application domains, where time plays an important role. Most of these city applications involve scenarios, where city object properties are not static and change over time. Changes in cities can be categorized based on their frequencies; either could be slower in nature or present high frequent or dynamic variation (Chaturvedi et al, 2017). Chaturvedi and Kolbe (2019) enlist different application domains, where Semantic 3D City Models need to be extended in order to support time-dependent properties. Those applications are categorized based on geometry and thematic information, topology and appearance, in the concept of how time affects every category

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