Development of an information system for energy modelling

The High Level Architecture (HLA) constitutes a modern approach to the distributed simulation of complex systems. With HLA, computer simulations are able to publish information between one another and synchronize actions without the need for similar computing platforms. Communication between t...

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Main Author: Lim, Guan
Other Authors: Stephen John Turner
Format: Final Year Project
Language:English
Published: 2014
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Online Access:http://hdl.handle.net/10356/58964
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-589642023-03-03T20:47:30Z Development of an information system for energy modelling Lim, Guan Stephen John Turner School of Computer Engineering TUMCREATE Parallel and Distributed Computing Centre DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer system implementation The High Level Architecture (HLA) constitutes a modern approach to the distributed simulation of complex systems. With HLA, computer simulations are able to publish information between one another and synchronize actions without the need for similar computing platforms. Communication between the simulations is regulated by a Run-time Infrastructure (RTI). In this project, the RTI software Portico was studied for data exchange between federates, a member of a federation modelling a single entity, representing one platform or an aggregate simulation. Objects and Interactions are methods for data exchange; to send data from one federate to another. The main task of this project is to investigate the time required for Portico to send objects and interactions with varying number of attributes and parameters. It is achieved by measuring the duration for a publishing federate to send a message till the subscribing federate receives the messages. This report presents the benchmark design, test approach, results collected and data analysis from the evaluation of the two methods used for sending messages. Through the experiments, it was discovered the objects have better performance over interactions in terms of the duration for the receiving federate to receive all messages and also the total duration; starting from the moment the first message is sent from the sending federate until the subscribing federate receives all the messages. With reference to the Electric Vehicle (EV) application, sending messages as objects are recommended for better performance. Backed by observations from the data collected, sending messages as objects reported higher performance over interactions. Bachelor of Engineering (Computer Science) 2014-04-17T06:05:12Z 2014-04-17T06:05:12Z 2014 2014 Final Year Project (FYP) http://hdl.handle.net/10356/58964 en Nanyang Technological University 77 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
spellingShingle DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
Lim, Guan
Development of an information system for energy modelling
description The High Level Architecture (HLA) constitutes a modern approach to the distributed simulation of complex systems. With HLA, computer simulations are able to publish information between one another and synchronize actions without the need for similar computing platforms. Communication between the simulations is regulated by a Run-time Infrastructure (RTI). In this project, the RTI software Portico was studied for data exchange between federates, a member of a federation modelling a single entity, representing one platform or an aggregate simulation. Objects and Interactions are methods for data exchange; to send data from one federate to another. The main task of this project is to investigate the time required for Portico to send objects and interactions with varying number of attributes and parameters. It is achieved by measuring the duration for a publishing federate to send a message till the subscribing federate receives the messages. This report presents the benchmark design, test approach, results collected and data analysis from the evaluation of the two methods used for sending messages. Through the experiments, it was discovered the objects have better performance over interactions in terms of the duration for the receiving federate to receive all messages and also the total duration; starting from the moment the first message is sent from the sending federate until the subscribing federate receives all the messages. With reference to the Electric Vehicle (EV) application, sending messages as objects are recommended for better performance. Backed by observations from the data collected, sending messages as objects reported higher performance over interactions.
author2 Stephen John Turner
author_facet Stephen John Turner
Lim, Guan
format Final Year Project
author Lim, Guan
author_sort Lim, Guan
title Development of an information system for energy modelling
title_short Development of an information system for energy modelling
title_full Development of an information system for energy modelling
title_fullStr Development of an information system for energy modelling
title_full_unstemmed Development of an information system for energy modelling
title_sort development of an information system for energy modelling
publishDate 2014
url http://hdl.handle.net/10356/58964
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