Microservice-Based Approach to Simulating Environmentally Friendly Equipment of Infrastructure Objects Taking into Account Meteorological Data

Nowadays, simulation modeling is a relevant and practically significant means in the field for research of infrastructure object functioning. It forms the basis for studying the most important components of such objects represented by their digital twins. Applying meteorological data, in this contex...

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Vydáno v:Atmosphere Ročník 12; číslo 9; s. 1217
Hlavní autoři: Kostromin, Roman, Basharina, Olga, Feoktistov, Alexander, Sidorov, Ivan
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 01.09.2021
Témata:
Atmospheric models
Automation
Big Data
climatological studies
Comparative analysis
Computer networks
Decision making
Distributed processing
environmentally friendly equipment
Exhibitions
Experiments
Fog
Heat exchangers
Heat pumps
Infrastructure
infrastructure objects
Meteorological conditions
Meteorological data
microservices
modeling
Modelling
Museums
Optimization
Public access
Simulation
Software
Tourist centres
Work platforms
ISSN:2073-4433, 2073-4433
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Shrnutí:Nowadays, simulation modeling is a relevant and practically significant means in the field for research of infrastructure object functioning. It forms the basis for studying the most important components of such objects represented by their digital twins. Applying meteorological data, in this context, becomes an important issue. In the paper, we propose a new microservice-based approach for organizing simulation modeling in heterogeneous distributed computing environments. Within the proposed approach, all operations related to data preparing, executing models, and analyzing the obtained results are implemented as microservices. The main advantages of the proposed approach are the parameter sweep computing within simulation modeling and possibility of integrating resources of public access supercomputer centers with cloud and fog platforms. Moreover, we provide automated microservice web forms using special model specifications. We develop and apply the service-oriented tools for studying environmentally friendly equipment of the objects at the Baikal natural territory. Among such objects are recreation tourist centers, children’s camps, museums, exhibition centers, etc. As a result, we have evaluated the costs for the possible use of heat pumps in different operational and meteorological conditions for the typical object. The provided comparative analysis has confirmed the aforementioned advantages of the proposed approach.
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ISSN:2073-4433
2073-4433
DOI:10.3390/atmos12091217