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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| Vydané v: | Atmosphere Ročník 12; číslo 9; s. 1217 |
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| Hlavní autori: | , , , |
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| Jazyk: | English |
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01.09.2021
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| ISSN: | 2073-4433, 2073-4433 |
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| Abstract | 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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| AbstractList | 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. |
| Author | Kostromin, Roman Basharina, Olga Sidorov, Ivan Feoktistov, Alexander |
| Author_xml | – sequence: 1 givenname: Roman orcidid: 0000-0001-8406-8106 surname: Kostromin fullname: Kostromin, Roman – sequence: 2 givenname: Olga orcidid: 0000-0002-7151-782X surname: Basharina fullname: Basharina, Olga – sequence: 3 givenname: Alexander orcidid: 0000-0002-9127-6162 surname: Feoktistov fullname: Feoktistov, Alexander – sequence: 4 givenname: Ivan surname: Sidorov fullname: Sidorov, Ivan |
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| References | Kritzinger (ref_22) 2018; 51 Tchernykh (ref_23) 2019; 979 Edelev (ref_36) 2020; 2 Fuller (ref_1) 2020; 8 ref_12 ref_11 Fortino (ref_9) 2017; 19 ref_10 Marinchenko (ref_37) 2020; Volume 2638 Kunath (ref_3) 2018; 72 Krawczyk (ref_4) 2005; 49 ref_17 ref_15 Feoktistov (ref_46) 2020; Volume 2858 Karamov (ref_32) 2021; 1847 Alaasam (ref_13) 2020; 46 Stark (ref_8) 2019; 68 Ho (ref_43) 2010; 202 Tao (ref_19) 2018; 94 Barakhtenko (ref_44) 2019; 166 ref_25 Rygg (ref_31) 2008; 20 ref_21 ref_28 ref_27 ref_26 Raj (ref_40) 2020; 192 Tako (ref_18) 2012; 52 Maysyuk (ref_38) 2018; 1 Sidorov (ref_30) 2020; Volume 2638 Latysheva (ref_47) 2019; Volume 11208 Maysyuk (ref_41) 2019; 77 Feoktistov (ref_29) 2017; 6 Stasto (ref_14) 2019; 352 Benjamin (ref_34) 2016; 144 ref_35 Edelev (ref_45) 2019; Volume 2430 Karamov (ref_49) 2020; 5 Feoktistov (ref_24) 2019; Volume 2430 Orta (ref_16) 2014; 66 Rasheed (ref_33) 2020; 8 Marrone (ref_20) 2011; 3 Guarieiro (ref_39) 2009; 43 ref_42 Panwar (ref_7) 2011; 15 ref_2 ref_48 Uhlemann (ref_6) 2017; 61 ref_5 |
| References_xml | – ident: ref_28 doi: 10.1007/978-1-4842-0202-9 – ident: ref_26 – volume: Volume 11208 start-page: 112086L year: 2019 ident: ref_47 article-title: Circulation Factors in Climate Change in the Baikal Region publication-title: Proceedings of the 25th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics – volume: 68 start-page: 129 year: 2019 ident: ref_8 article-title: Development and Operation of Digital Twins for Technical Systems and Services publication-title: CIRP Ann.-Manuf. Techn. doi: 10.1016/j.cirp.2019.04.024 – volume: 352 start-page: 237 year: 2019 ident: ref_14 article-title: Overview of Physics Possibilities at Future DIS Facilities publication-title: Proc. Sci. – volume: 77 start-page: 04007 year: 2019 ident: ref_41 article-title: Measures to Prevent Emissions of Pollutants When Burning Coals in Small-Capacity Boilers in the Central Ecological Area of the Baikal Natural Territory publication-title: E3S Web Conf. doi: 10.1051/e3sconf/20197704007 – volume: Volume 2638 start-page: 191 year: 2020 ident: ref_37 article-title: A Formation of the Heat Pump Mathematical Models publication-title: Proceedings of the 2nd International Workshop on Information, Computation, and Control Systems for Distributed Environments (ICCS-DE) – volume: 49 start-page: 311 year: 2005 ident: ref_4 article-title: Use of Coupled Incentives to Improve Adoption of Environmentally Friendly Technologies publication-title: J. Environ. Econ. Manag. doi: 10.1016/j.jeem.2004.04.007 – ident: ref_2 doi: 10.1115/MSEC2018-6435 – ident: ref_42 – volume: 46 start-page: 511 year: 2020 ident: ref_13 article-title: Analytic Study of Containerizing Stateful Stream Processing as Microservice to Support Digital Twins in Fog Computing publication-title: Program. Comput. Softw. doi: 10.1134/S0361768820080083 – volume: 61 start-page: 335 year: 2017 ident: ref_6 article-title: The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0 publication-title: Procedia CIRP doi: 10.1016/j.procir.2016.11.152 – volume: 6 start-page: 37 year: 2017 ident: ref_29 article-title: Virtualization of Heterogeneous HPC-clusters Based on OpenStack Platform publication-title: Bull. South Ural. State Univ. Ser. Comput. Math. Softw. Eng. – volume: 20 start-page: 393 year: 2008 ident: ref_31 article-title: GPFlow: An Intuitive Environment for Web-Based Scientific Workflow publication-title: Concurr. Comput. doi: 10.1002/cpe.1216 – volume: 202 start-page: 16 year: 2010 ident: ref_43 article-title: 2010 Multi-Criteria Decision Making Approaches for Supplier Evaluation and Selection: A Literature Review publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2009.05.009 – ident: ref_48 doi: 10.3390/a14050156 – ident: ref_10 – volume: 19 start-page: 68 year: 2017 ident: ref_9 article-title: Modeling and Simulating Internet-of-Things Systems: A Hybrid Agent-Oriented Approach publication-title: Comput. Sci. Eng. doi: 10.1109/MCSE.2017.3421541 – volume: 52 start-page: 802 year: 2012 ident: ref_18 article-title: The Application of Discrete Event Simulation and System Dynamics in the Logistics and Supply Chain Context publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2011.11.015 – ident: ref_17 – volume: 1 start-page: 43 year: 2018 ident: ref_38 article-title: Influence of Technical Characteristics of Solid Fuels at Estimation of Emissions from Small Boiler Plants publication-title: Energy Syst. Res. – ident: ref_15 doi: 10.1109/WSC.2017.8247820 – volume: Volume 2430 start-page: 51 year: 2019 ident: ref_24 article-title: Toolkit for Simulation Modeling of Queue Systems in Grid publication-title: Proceedings of the 1st International Workshop on Information, Computation, and Control Systems for Distributed Environments (ICCS-DE) – volume: Volume 2638 start-page: 252 year: 2020 ident: ref_30 article-title: System for Monitoring Parameters of Functioning Infrastructure Objects and Their External Environment publication-title: Proceedings of the 2nd International Workshop on Information, Computation, and Control Systems for Distributed Environments (ICCS-DE) – ident: ref_35 doi: 10.3390/atmos9050176 – volume: 1847 start-page: 012037 year: 2021 ident: ref_32 article-title: Optimization of Isolated Power Systems with Renewables and Storage Batteries Based on Nonlinear Volterra Models for the Specially Protected Natural Area of Lake Baikal publication-title: J. Phys. Conf. Ser. doi: 10.1088/1742-6596/1847/1/012037 – ident: ref_21 doi: 10.1109/GloSIC50886.2020.9267879 – volume: 8 start-page: 108952 year: 2020 ident: ref_1 article-title: Digital Twin: Enabling Technologies, Challenges and Open Research publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2998358 – volume: 166 start-page: 74 year: 2019 ident: ref_44 article-title: Vulnerability Analysis of Intelligent Integrated Energy Systems publication-title: Adv. Intel. Sys. Res. – volume: 8 start-page: 21980 year: 2020 ident: ref_33 article-title: Digital Twin: Values, Challenges and Enablers from a Modeling Perspective publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2970143 – volume: 72 start-page: 225 year: 2018 ident: ref_3 article-title: Integrating the Digital Twin of the Manufacturing System into a Decision Support System for Improving the Order Management Process publication-title: Procedia CIRP doi: 10.1016/j.procir.2018.03.192 – ident: ref_11 – volume: 66 start-page: 36 year: 2014 ident: ref_16 article-title: Decision-Making in IT Service Management: A Simulation Based Approach publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2014.06.002 – volume: 3 start-page: 5 year: 2011 ident: ref_20 article-title: Impact of IT Service Management Frameworks on the IT Organization. An Empirical Study on Benefits, Challenges and Processes publication-title: Bus. Inform. Syst. Eng. doi: 10.1007/s12599-010-0141-5 – volume: 192 start-page: 1 year: 2020 ident: ref_40 article-title: Sources, Bioaccumulation, Health Risks and Remediation of Potentially Toxic Metal(Loid)s (As, Cd, Cr, Pb and Hg): An Epitomised Review publication-title: Environ. Monit. Assess. doi: 10.1007/s10661-019-8060-5 – volume: 5 start-page: 7 year: 2020 ident: ref_49 article-title: Modeling Energy Supply of Objects Located in the Protected Baikal Natural Territory on the Basis of Renewable Energy Sources publication-title: Intern. Tech.-Econ. J. doi: 10.34286/1995-4646-2020-74-5-7-24 – volume: Volume 2858 start-page: 46 year: 2020 ident: ref_46 article-title: Agent-Based Approach to Hybrid Modeling Queuing Systems publication-title: Proceedings of the 1st International Workshop on Advanced Information and Computation Technologies and Systems (AICTS) – volume: 94 start-page: 3563 year: 2018 ident: ref_19 article-title: Digital Twin-Driven Product Design, Manufacturing and Service with Big Data publication-title: Int. J. Adv. Manuf. Tech. doi: 10.1007/s00170-017-0233-1 – ident: ref_27 doi: 10.1109/SCCC49216.2019.8966423 – ident: ref_5 doi: 10.3390/systems7010007 – volume: 144 start-page: 1669 year: 2016 ident: ref_34 article-title: A North American Hourly Assimilation and Model Forecast Cycle: The Rapid Refresh publication-title: Mon. Weather Rev. doi: 10.1175/MWR-D-15-0242.1 – ident: ref_12 – volume: 15 start-page: 1513 year: 2011 ident: ref_7 article-title: Role of Renewable Energy Sources in Environmental Protection: A Review publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2010.11.037 – volume: 2 start-page: 5 year: 2020 ident: ref_36 article-title: Simulation of Heat Pump Supply to Buildings on the Shores of Lake Baikal publication-title: Syst. Anal. Math. Model. – volume: 43 start-page: 2754 year: 2009 ident: ref_39 article-title: Emission Profile of 18 Carbonyl Compounds, CO, CO2, and NOx Emitted by a Diesel Engine Fuelled with Diesel and Ternary Blends Containing Diesel, Ethanol and Biodiesel or Vegetable Oils publication-title: Atmos. Environ. doi: 10.1016/j.atmosenv.2009.02.036 – volume: 979 start-page: 265 year: 2019 ident: ref_23 article-title: Orlando Tools: Development, Training, and Use of Scalable Applications in Heterogeneous Distributed Computing Environments publication-title: Commun. Comput. Inf. Sci. – ident: ref_25 doi: 10.1007/978-1-4419-8303-9 – volume: Volume 2430 start-page: 42 year: 2019 ident: ref_45 article-title: Modelling Energy Systems of Vietnam with Integration of Renewable Power Sources publication-title: Proceedings of the 1st International Workshop on Information, Computation, and Control Systems for Distributed Environments (ICCS-DE) – volume: 51 start-page: 1016 year: 2018 ident: ref_22 article-title: Digital Twin in Manufacturing: A Categorical Literature Review and Classification publication-title: IFAC-PapersOnLine doi: 10.1016/j.ifacol.2018.08.474 |
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