Patents by Inventor Osama Abdel Qader ABDEL JABER

Osama Abdel Qader ABDEL JABER has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Real-time structural damage detection by convolutional neural networks
    Patent number: 11630040
    Abstract: Certain embodiments may generally relate to structural damage detection. An embodiment may be directed to method for identifying a presence and a location of structural damage. Such method may include training a convolutional neural network (CNN) for a joint of a structure, sending instructions to a modal shaker to induce an input to the structure, receiving, as a result of the induced input, a raw acceleration signal at the joint, computing, based on the trained CNN and the raw acceleration signal, an index value of the joint, and identifying, according to the index value, a presence of a location of structural damage of the structure. In a further embodiment, the index value represents a likelihood of damage at the joint.
    Type: Grant
    Filed: July 10, 2018
    Date of Patent: April 18, 2023
    Assignee: QATAR UNIVERSITY
    Inventors: Serkan Kiranyaz, Onur Avci, Osama Abdel Qader Abdel Jaber
  • REAL-TIME STRUCTURAL DAMAGE DETECTION BY CONVOLUTIONAL NEURAL NETWORKS
    Publication number: 20190017911
    Abstract: Certain embodiments may generally relate to structural damage detection. An embodiment may be directed to method for identifying a presence and a location of structural damage. Such method may include training a convolutional neural network (CNN) for a joint of a structure, sending instructions to a modal shaker to induce an input to the structure, receiving, as a result of the induced input, a raw acceleration signal at the joint, computing, based on the trained CNN and the raw acceleration signal, an index value of the joint, and identifying, according to the index value, a presence of a location of structural damage of the structure. In a further embodiment, the index value represents a likelihood of damage at the joint.
    Type: Application
    Filed: July 10, 2018
    Publication date: January 17, 2019
    Inventors: Serkan KIRANYAZ, Onur AVCI, Osama Abdel Qader ABDEL JABER