Intelligent Infrastructure: Neural Networks, Wavelets, and Chaos Theory for Intelligent Transportation Systems and Smart Structures

by Adeli; Hojjat

• ISBN13: 9781420085365
• ISBN10: 1420085360
• Edition: 1st
• Format: Hardcover
• Copyright: 2008-10-06
• Publisher: CRC Press

Summary

Recent estimates hypothesize that the US will need $1.6 trillion dollars for rehabilitation, replacement, and maintenance of existing infrastructure systems within the next 20 years. Presenting a new vision and way of designing and managing the civil infrastructure of the nation, this text introduces novel technologies, methods, and detailed computational algorithms for the creation of smart structures and intelligent freeways. Cutting across the disciplines of structural and transportation engineering, it provides a unique treatise for attacking and solving some of the most complex and intractable problems encountered in the emerging fields of smart structures and intelligent transportation systems.

Table of Contents

Artificial Neural Networks Wavelets

Chaos Theory

Freeway Incident Detection

Micro-Simulation Model for Traffic Delay and Queue Length Estimation in Freeway Work Zones

Traffic Delay Estimation and Cost Optimization in Freeway Work Zones

Neuro-Fuzzy Logic Model for Work Zone Capacity Estimation

Clustering Neural Network Models for Work Zone Capacity Estimation and Parametric Study

Object-Oriented Model for Work Zone Capacity and Delay Estimation

Wavelet Analysis of Traffic Flow Time Series

Wavelet Neural Network for Traffic Flow Forecasting

Dynamic Fuzzy Wavelet Neural Network for Structural System Identification

Nonlinear System Identification of High-Rising Building Structures

Damage Detection and Health Monitoring of Structures

Nonlinear Control of Smart Structures

Neuro-Genetic Algorithm for Nonlinear Control of Smart Structures

Table of Contents provided by Publisher. All Rights Reserved.