公开(公告)号：US10262270B2

公开(公告)日：2019-04-16

申请号：US15239106

申请日：2016-08-17

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Hsiang-Tsung Kung ,  Jia-Min Ren ,  Chuang-Hua Chueh ,  Sen-Chia Chang

IPC: G06N5/04 ,  G06N7/00 ,  G05B23/02 ,  G06N20/00

Abstract: A system and a method for predicting a remaining useful life (RUL) of a component of an equipment are provided. The system for predicting the RUL of the component of the equipment includes a data acquisition unit, a feature capturing unit, a mapping function generating unit, a similarity analyzing unit and a RUL calculating unit. The feature capturing unit obtains an estimation feature according to a real time sensing record, and obtains a plurality of training features according to a set of history sensing records. The similarity analyzing unit obtains k similar features which are similar to the estimation feature according to the training features. The RUL calculating unit obtains at least one of k predicting information via a mapping function according to the k similar features and calculates an estimation RUL according to at least one predicting value.

公开(公告)号：US20130201029A1

公开(公告)日：2013-08-08

申请号：US13836201

申请日：2013-03-15

Applicant: Industrial Technology Research Institute ,  Hsiang-Tsung Kung

Inventor： Hsiang-Tsung Kung ,  Dario Vlah

IPC: G08C17/02

CPC classification number: G08C17/02 ,  H01L21/8249 ,  H01L29/0649 ,  H01L29/0821 ,  H01L29/1004 ,  H01L29/41708 ,  H01L29/732

Abstract: Methods and systems for operating a sensor network comprising a plurality of nodes and at least one resource, where a resource can be a sensing device (e.g., a camera or microphone) or other peripheral devices (e.g., a storage or recording system). In at least one embodiment of the present invention, at least one node in a network determines at least one resource available to it and the type of the resource or its capabilities. Based on the type or capabilities of the resource, the node associates with one or more logical node names and acquires instructions for performing at least one function.

公开(公告)号：US20130201877A1

公开(公告)日：2013-08-08

申请号：US13836523

申请日：2013-03-15

Applicant: Industrial Technology Research Institute ,  Hsiang-Tsung Kung

Inventor： Hsiang-Tsung Kung ,  Dario Vlah

IPC: H04W84/18

CPC classification number: G08C19/16 ,  H04L12/24 ,  H04L12/66 ,  H04L41/00 ,  H04W84/18

Abstract: Methods and systems for operating a sensor network comprising a plurality of nodes and at least one resource, where a resource can be a sensing device (e.g., a camera or microphone) or other peripheral devices (e.g., a storage or recording system). In at least one embodiment of the present invention, at least one node in a network determines at least one resource available to it and the type of the resource or its capabilities. Based on the type or capabilities of the resource, the node associates with one or more logical node names and acquires instructions for performing at least one function.

公开(公告)号：US09747788B2

公开(公告)日：2017-08-29

申请号：US13836523

申请日：2013-03-15

Applicant: Industrial Technology Research Institute

Inventor： Hsiang-Tsung Kung ,  Dario Vlah

IPC: G06F15/16 ,  G08C19/16 ,  H04L12/24 ,  H04L12/66 ,  H04W84/18

CPC classification number: G08C19/16 ,  H04L12/24 ,  H04L12/66 ,  H04L41/00 ,  H04W84/18

Abstract: Methods and systems for operating a sensor network comprising a plurality of nodes and at least one resource, where a resource can be a sensing device (e.g., a camera or microphone) or other peripheral devices (e.g., a storage or recording system). In at least one embodiment of the present invention, at least one node in a network determines at least one resource available to it and the type of the resource or its capabilities. Based on the type or capabilities of the resource, the node associates with one or more logical node names and acquires instructions for performing at least one function.