Neural Network-Based Estimation of Strong Ground Motion Parameters

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Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659275050
Total Pages : 88 pages
Book Rating : 4.2/5 (75 download)

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Book Synopsis Neural Network-Based Estimation of Strong Ground Motion Parameters by : C .R. Arjun

Download or read book Neural Network-Based Estimation of Strong Ground Motion Parameters written by C .R. Arjun and published by LAP Lambert Academic Publishing. This book was released on 2013-01 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seismic evaluation of existing facilities and design of earthquake-resistant structures requires estimation of strong ground motion parameters. Ground motion prediction equations are derived for estimating strong ground motion parameters. Traditionally, ground motion prediction equations are developed using statistical regression analyses. This book presents a very promising application of the powerful and versatile neural network approach to the derivation of ground motion prediction equations using Japanese earthquake records and site characteristics. Multi-layer perceptron neural network models with back-propagation learning scheme have been developed to predict strong ground motion parameters that are of primary significance in earthquake engineering using the actual seismic data without any simplification and assumptions. Statistics of the results presented indicate that artificial neural network is capable of learning and representing the local variations quite accurately. This book is intended to help structural engineers in selection of appropriate characterization of ground motion for engineering applications that are used in seismic analysis and design.

Estimation of Strong Ground Motion Parameters

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Publisher :
ISBN 13 :
Total Pages : 128 pages
Book Rating : 4.:/5 (246 download)

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Book Synopsis Estimation of Strong Ground Motion Parameters by : C. H. Loh

Download or read book Estimation of Strong Ground Motion Parameters written by C. H. Loh and published by . This book was released on 1990 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Estimation of Ground Motion Parameters

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Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Estimation of Ground Motion Parameters by :

Download or read book Estimation of Ground Motion Parameters written by and published by . This book was released on 1978 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Estimation of Ground Motion Parameters by David M. Boore, William B. Joyner, Adolph A. Oliver Iii, and Robert A. Page

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Publisher :
ISBN 13 :
Total Pages : 43 pages
Book Rating : 4.:/5 (853 download)

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Book Synopsis Estimation of Ground Motion Parameters by David M. Boore, William B. Joyner, Adolph A. Oliver Iii, and Robert A. Page by : ESTIMATION OF GROUND MOTION PARAMETERS.

Download or read book Estimation of Ground Motion Parameters by David M. Boore, William B. Joyner, Adolph A. Oliver Iii, and Robert A. Page written by ESTIMATION OF GROUND MOTION PARAMETERS. and published by . This book was released on 1978 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Estimation of Ground Motion Parameters

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Publisher :
ISBN 13 :
Total Pages : 75 pages
Book Rating : 4.:/5 (631 download)

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Book Synopsis Estimation of Ground Motion Parameters by : Geological Survey (U.S.)

Download or read book Estimation of Ground Motion Parameters written by Geological Survey (U.S.) and published by . This book was released on 1978 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Earthquake Spectra and Design

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Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.:/5 (51 download)

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Book Synopsis Earthquake Spectra and Design by : Nathan Mortimore Newmark

Download or read book Earthquake Spectra and Design written by Nathan Mortimore Newmark and published by . This book was released on 1987 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: ABSTRACT: The concepts and procedures underlying modern earthquake engineering ae described. This paper provides a study of the introductory material on engineering analysis, and the seismic design procedures for buildings.

Earthquake Data in Engineering Seismology

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Publisher : Springer Science & Business Media
ISBN 13 : 9400701527
Total Pages : 281 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Earthquake Data in Engineering Seismology by : Sinan Akkar

Download or read book Earthquake Data in Engineering Seismology written by Sinan Akkar and published by Springer Science & Business Media. This book was released on 2011-01-03 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses current activities in strong-motion networks around the globe, covering issues related to designing, maintaining and disseminating information from these arrays. The book is divided into three principal sections. The first section includes recent developments in regional and global ground-motion predictive models. It presents discussions on the similarities and differences of ground motion estimations from these models and their application to design spectra as well as other novel procedures for predicting engineering parameters in seismic regions with sparse data. The second section introduces topics about the particular methodologies being implemented in the recently established global and regional strong-motion databanks in Europe to maintain and disseminate the archived accelerometric data. The final section describes major strong-motion arrays around the world and their historical developments. The last three chapters of this section introduce projects carried out within the context of arrays deployed for seismic risk studies in metropolitan areas. Audience: This timely book will be of particular interest for researchers who use accelerometric data extensively to conduct studies in earthquake engineering and engineering seismology.

Scaling and Estimation of Earthquake Ground Motion as a Function of the Earthquake Source Parameters and Distance

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Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Scaling and Estimation of Earthquake Ground Motion as a Function of the Earthquake Source Parameters and Distance by : D. L. Bernreuter

Download or read book Scaling and Estimation of Earthquake Ground Motion as a Function of the Earthquake Source Parameters and Distance written by D. L. Bernreuter and published by . This book was released on 1981 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Estimation of ground motion parameters

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Publisher :
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.:/5 (149 download)

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Book Synopsis Estimation of ground motion parameters by : David M. Boore

Download or read book Estimation of ground motion parameters written by David M. Boore and published by . This book was released on 1978 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Strong Ground Motion Seismology

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Publisher : Springer Science & Business Media
ISBN 13 : 9401730954
Total Pages : 609 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Strong Ground Motion Seismology by : Mustafa Özder Erdik

Download or read book Strong Ground Motion Seismology written by Mustafa Özder Erdik and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers presented at the NATO Advanced Study Institute on "Strong Ground Motion Seismology", held in Ankara, Turkey between June 10 and 21, 1985. The strong ground motion resulting from a major earthquake determines the level of the seismic hazard to enable earthquake engineers to assess the structural performance and the consecutive risks to the property and life, as well as providing detailed information to seismologists about its source mechanism. From the earthquake engineering point the main problem is the specification of a design level ground motion for a given source-site-structure-economic life and risk combination through deterministic and probabilistic approaches. In seismology the strong motion data provide the high frequency information to determine the rupture process and the complexity of the source mechanism. The effects of the propagation path on the strong ground motion is a research area receiving sub stantial attenuation both from earthquake engineers and seismologists. The Institute provided a venue for the treatment of the subject matter by a series of lectures on earthquake source models and near field theories; effects of propagation paths and site conditions, numerical and empirical methods for prediction; data acquisition and analysis; hazard assessment and engineering application.

Simulating and Analyzing Artificial Non-stationary Earthquake Ground Motions

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Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Simulating and Analyzing Artificial Non-stationary Earthquake Ground Motions by : Robert F. Nau

Download or read book Simulating and Analyzing Artificial Non-stationary Earthquake Ground Motions written by Robert F. Nau and published by . This book was released on 1980 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:

U.S. Geological Survey Professional Paper

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Publisher :
ISBN 13 :
Total Pages : 304 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis U.S. Geological Survey Professional Paper by :

Download or read book U.S. Geological Survey Professional Paper written by and published by . This book was released on 1984 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Estimation of Long Period Ground Motions for Use in Analysis of Base-isolated Structures

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Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Estimation of Long Period Ground Motions for Use in Analysis of Base-isolated Structures by : Norman Alan Abrahamson

Download or read book Estimation of Long Period Ground Motions for Use in Analysis of Base-isolated Structures written by Norman Alan Abrahamson and published by . This book was released on 1990 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ground Motion Simulation Validation Based on Loss Metrics

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Publisher :
ISBN 13 : 9780355066098
Total Pages : 59 pages
Book Rating : 4.0/5 (66 download)

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Book Synopsis Ground Motion Simulation Validation Based on Loss Metrics by : Poojitha Shashi

Download or read book Ground Motion Simulation Validation Based on Loss Metrics written by Poojitha Shashi and published by . This book was released on 2017 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: The effect of the earthquake ground motion parameters on the probabilistic loss estimation of buildings is the major interest of this study. For the seismic performance assessment, real ground motion records from the past earthquakes are required. Estimation of repair costs in future earthquakes is the major component for seismic loss analysis. This study addresses the sensitivity of the statistical characteristics of ground motions contributing to the building loss. Among these characteristics are the ground-shaking intensity (Arias Intensity), duration, and frequency at the middle of strong-shaking phase of the ground motion. These parameters are vital in determining the seismic response of the building structure. A fine study on the sensitivity of the seismic response and corresponding loss of the building structure to ground motions model parameters is carried out using Performance-based Earth- quake Engineering and Performance Assessment Computational Tool, respectively. But due to the scarcity of moderate to large earthquakes, the real records fail to match the required characteristics of motions, as there are insufficient set of data available for analysis to be carried out. Even, the of technique scaling ground motions results in overall unrealistic properties. This has led to the simulation of ground motions which will provide the additional and hopefully accurate predicted information on characteristics of the moderate to large earthquakes. Hence, a fully non-stationary stochastic model for strong earthquake ground motion model is considered which employs the statistical characteristics (waveform parameters) as model parameters matched with those of identified for a large sample of recorded ground motions for specified earthquake and site characteristics, to deliver simulated ground motions to examine the building loss metrics, which depends on the uncertainties in various analysis process starting from obtaining Intensity Measure (IM), Demand parameters (EDPs) to the repair cost estimates. From the predictive equations, specified earthquake and site characteristics results in the model parameters.Further, the validity of simulated ground motion time series representing the real ground shaking during future earthquakes is a crucial step. This study employs the hybrid broad- band ground motion simulation applied simulations to validate against the real records. With the help of hybrid approach, making use of wave propagation phenomena and site response characterization, effort has been taken for validation of these simulated ground motions is conducted for the sensitivity of seismic response and loss for these simulated ground motions.

Ground Motion Evaluation Procedures for Performance-based Design

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Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Ground Motion Evaluation Procedures for Performance-based Design by : Jonathan P. Stewart

Download or read book Ground Motion Evaluation Procedures for Performance-based Design written by Jonathan P. Stewart and published by . This book was released on 2001 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Procedures for Estimating Earthquake Ground Motions

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Publisher :
ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Procedures for Estimating Earthquake Ground Motions by : Walter W. Hays

Download or read book Procedures for Estimating Earthquake Ground Motions written by Walter W. Hays and published by . This book was released on 1980 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Earthquake Source Mechanics

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Publisher : American Geophysical Union
ISBN 13 : 087590405X
Total Pages : 332 pages
Book Rating : 4.8/5 (759 download)

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Book Synopsis Earthquake Source Mechanics by : Shamita Das

Download or read book Earthquake Source Mechanics written by Shamita Das and published by American Geophysical Union. This book was released on 1986 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: