Investigate the theoretical basis of structural dynamics and its applications in the analysis and design of engineering structures subjected to dynamic loading conditions. Discuss fundamental concepts such as natural frequencies, mode shapes, and damping ratios, and explore analytical and numerical techniques for predicting structural responses to dynamic excitations, including earthquakes, wind loads, and machinery vibrations. Consider the importance of dynamic analysis in ensuring the safety, reliability, and performance of civil infrastructure under varying environmental and operational conditions.