Data Science For Civil Engineering

This volume presents peer-reviewed contributions from the 10th International Conference on Experimental Vibration Analysis for Civil Engineering Structures (EVACES), held in Milan, Italy on August 30-September 1, 2023. The event brought together engineers, scientists, researchers, and practitioners, providing a forum for discussing and disseminating the latest developments and achievements in all major aspects of dynamic testing for civil engineering structures, including instrumentation, sources of excitation, data analysis, system identification, monitoring and condition assessment, in-situ and laboratory experiments, codes and standards, and vibration mitigation. The topics included but were not limited to: damage identification and structural health monitoring; testing, sensing and modeling; vibration isolation and control; system and model identification; coupled dynamical systems (including human–structure, vehicle–structure, and soil–structure interaction); and application of advanced techniques involving the Internet of Things, robot, UAV, big data and artificial intelligence.

This volume presents peer-reviewed contributions from the 10th International Conference on Experimental Vibration Analysis for Civil Engineering Structures (EVACES), held in Milan, Italy on August 30-September 1, 2023. The event brought together engineers, scientists, researchers, and practitioners, providing a forum for discussing and disseminating the latest developments and achievements in all major aspects of dynamic testing for civil engineering structures, including instrumentation, sources of excitation, data analysis, system identification, monitoring and condition assessment, in-situ and laboratory experiments, codes and standards, and vibration mitigation. The topics included but were not limited to: damage identification and structural health monitoring; testing, sensing and modeling; vibration isolation and control; system and model identification; coupled dynamical systems (including human–structure, vehicle–structure, and soil–structure interaction); and application of advanced techniques involving the Internet of Things, robot, UAV, big data and artificial intelligence.

This volume presents peer-reviewed contributions from the 10th International Conference on Experimental Vibration Analysis for Civil Engineering Structures (EVACES), held in Milan, Italy on August 30-September 1, 2023. The event brought together engineers, scientists, researchers, and practitioners, providing a forum for discussing and disseminating the latest developments and achievements in all major aspects of dynamic testing for civil engineering structures, including instrumentation, sources of excitation, data analysis, system identification, monitoring and condition assessment, in-situ and laboratory experiments, codes and standards, and vibration mitigation. The topics included but were not limited to: damage identification and structural health monitoring; testing, sensing and modeling; vibration isolation and control; system and model identification; coupled dynamical systems (including human–structure, vehicle–structure, and soil–structure interaction); and application of advanced techniques involving the Internet of Things, robot, UAV, big data and artificial intelligence.

This book presents a new class of metallic materials, called shape memory alloys (SMAs), as emerging materials for civil engineering applications. These materials have been used for decades in high-end fields like the aerospace and biomedical fields, and possess extraordinary properties that have attracted the attention of civil engineering researchers and practitioners for over 25 years. In this volume, based on 20 years of research findings, the author describes how SMAs started to find their way into practical applications in civil engineering. And that, like any metal, SMAs are produced in any shape, size, or form including wire, bar, and sheet, but unlike other metals, SMAs exhibit a unique ability to recover their original shape/size after being excessively deformed. Given the demand for sustainability and resilience in civil engineering applications, this book is ideal for civil engineering practitioners and materials researchers concerned with building materials and civil infrastructure.

This book presents a new class of metallic materials, called shape memory alloys (SMAs), as emerging materials for civil engineering applications. These materials have been used for decades in high-end fields like the aerospace and biomedical fields, and possess extraordinary properties that have attracted the attention of civil engineering researchers and practitioners for over 25 years. In this volume, based on 20 years of research findings, the author describes how SMAs started to find their way into practical applications in civil engineering. And that, like any metal, SMAs are produced in any shape, size, or form including wire, bar, and sheet, but unlike other metals, SMAs exhibit a unique ability to recover their original shape/size after being excessively deformed. Given the demand for sustainability and resilience in civil engineering applications, this book is ideal for civil engineering practitioners and materials researchers concerned with building materials and civil infrastructure.

This book systematically introduces readers to the finite element analysis software DIANA (DIsplacement ANAlyzer) and its applications in civil engineering. Developed by TNO Corporation in the 1970s, DIANA is frequently used in civil engineering and engineering mechanics.