California State University, Long Beach

About: California State University, Long Beach is a education organization based out in Long Beach, California, United States. It is known for research contribution in the topics: Population & Poison control. The organization has 10036 authors who have published 13933 publications receiving 377394 citations. The organization is also known as: Cal State Long Beach & Long Beach State.

A method for non-parametric damage detection through the use of neural networks

Abstract: A neural network-based approach is presented for the detection of changes in the characteristics of structure-unknown systems. The approach relies on the use of vibration measurements from a 'healthy' system to train a neural network for identification purposes. Subsequently, the trained network is fed comparable vibration measurements from the same structure under different episodes of response in order to monitor the health of the structure. The methodology is applied to actual data obtained from ambient vibration measurements on a steel building structure that was damaged under strong seismic motion during the Hyogo-Ken Nanbu Earthquake of 17 January 1995. The measurements were done before and after repairs to the damaged frame were made. A neural network is trained with data after the repairs, which represents 'healthy' condition of the building. The trained network, which is subsequently fed data before the repairs, successfully identified the difference between the damaged storey and the undamaged storey. Through this study, it is shown that the proposed approach has the potential of being a practical tool for a damage detection methodology applied to smart civil structures.

The Immediate Impact of COVID-19 on Law Enforcement in the United States.

Abstract: During pandemics, like COVID-19, law enforcement agencies are responsible for working with government and public health officials to contain spread, serve the local community, and maintain public order. Given the person-to-person spread of COVID-19 through respiratory droplets, law enforcement officers are also at a heightened risk of exposure due to their close contact with members of the public. To protect officers, the Centers for Disease Control and Prevention (CDC) and other agencies have made numerous recommendations for law enforcement agencies to protect officers and the public. Departments around the country have responded to the pandemic in various ways, such as reassigning personnel to high-traffic areas, suspending training, roll calls, and community outreach initiatives, only issuing citations for low-level crimes, implementing safety precautions for officers, and limiting access to department facilities. The COVID-19 pandemic also has exposed some key obstacles for law enforcement, related to communication, resource management, the enforcement of public health restrictions, and changes to crime and service patterns. Based on these early/initial responses and obstacles during the COVID-19 outbreak, the current paper highlights directions for future responses to pandemics to ensure the safety and security of police officers and the communities they serve.