Hojjat Adeli, Xiaomo Jiang

Intelligent Infrastructure

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

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 456
• Erscheinungstermin: 10. Oktober 2019
• Englisch
• Abmessung: 251mm x 175mm x 25mm
• Gewicht: 1089g
• ISBN-13: 9780367386719
• ISBN-10: 0367386712
• Artikelnr.: 58058777

Autorenporträt

Adeli, Hojjat; Jiang, Xiaomo

Inhaltsangabe

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.