DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD

Structural displacement is one of important parameters that must be monitored to ensure structural safety. Traditional method to measure displacement by using LVDT sensors need a relatively high cost and intensive maintenance. The purpose of this research is to the the performance of LSSVM method to...

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Main Author:	Azka Ramadhan, Ilham
Format:	Final Project
Language:	Indonesia
Subjects:	Teknik sipil
Online Access:	https://digilib.itb.ac.id/gdl/view/82248
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Institution:	Institut Teknologi Bandung
Language:	Indonesia

id	id-itb.:82248
spelling	id-itb.:822482024-07-06T19:40:25ZDETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD Azka Ramadhan, Ilham Teknik sipil Indonesia Final Project Least Square Support Vector Machine (LSSVM), Structure Displacement INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/82248 Structural displacement is one of important parameters that must be monitored to ensure structural safety. Traditional method to measure displacement by using LVDT sensors need a relatively high cost and intensive maintenance. The purpose of this research is to the the performance of LSSVM method to obtain displacement from acceleration data. This research will explain in detail about the step that needed to obtain displacement by using LSSVM method. The result of displacement by using LSSVM than will be compared with the data from a model and has to be confirmed to has a high accuracy. text
institution	Institut Teknologi Bandung
building	Institut Teknologi Bandung Library
continent	Asia
country	Indonesia Indonesia
content_provider	Institut Teknologi Bandung
collection	Digital ITB
language	Indonesia
topic	Teknik sipil
spellingShingle	Teknik sipil Azka Ramadhan, Ilham DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
description	Structural displacement is one of important parameters that must be monitored to ensure structural safety. Traditional method to measure displacement by using LVDT sensors need a relatively high cost and intensive maintenance. The purpose of this research is to the the performance of LSSVM method to obtain displacement from acceleration data. This research will explain in detail about the step that needed to obtain displacement by using LSSVM method. The result of displacement by using LSSVM than will be compared with the data from a model and has to be confirmed to has a high accuracy.
format	Final Project
author	Azka Ramadhan, Ilham
author_facet	Azka Ramadhan, Ilham
author_sort	Azka Ramadhan, Ilham
title	DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
title_short	DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
title_full	DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
title_fullStr	DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
title_full_unstemmed	DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD
title_sort	determination of bridge structure displacement from acceleration with least square support vector machine (lssvm) method
url	https://digilib.itb.ac.id/gdl/view/82248
_version_	1822282173103734784

DETERMINATION OF BRIDGE STRUCTURE DISPLACEMENT FROM ACCELERATION WITH LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM) METHOD

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