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1.发明申请
公开(公告)号：WO2023004085A1
公开(公告)日：2023-01-26
申请号：PCT/US2022/037943
申请日：2022-07-21
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： DING, Yangmin , OZHAHAR, Sarper , TIAN, Yue , WANG, Ting , XU, Yuanda
Abstract: Systems, and methods for monitoring galloping of overhead transmission lines using distributed fiber optic sensing (DFOS) in combination with frequency domain decomposition (FDD) (frequency domain) algorithms/methods. A DFOS interrogator / analyzer is used to collect real-time data for pre-processing. The pre-processed data is further processed by processing algorithms, which provide results to a graphical user interface or other reporting mechanisms that provide real-time monitoring, alarming, and reporting of the galloping status of the overhead transmission lines.
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2.发明申请
公开(公告)号：WO2021211391A1
公开(公告)日：2021-10-21
申请号：PCT/US2021/026761
申请日：2021-04-11
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： DING, Yangmin , TIAN, Yue , OZHAHAR, Sarper , WANG, Ting
Abstract: Aspects of the present disclosure describe distributed fiber optic sensing (DFOS) systems, methods, and structures that advantageously enable and/or facilitate the continuous monitoring and identification of damaged utility poles by employing a DFOS distributed acoustic sensing (DAS) methodology in conjunction with a finite element analysis and operational modal analysis. Of particular advantage and in further contrast to the prior art, systems, methods, and structures according to aspects of the present disclosure utilize existing optical fiber supported/suspended by the utility poles as a sensing medium for the DFOS / DAS operation.
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3.发明申请
公开(公告)号：WO2023081179A1
公开(公告)日：2023-05-11
申请号：PCT/US2022/048654
申请日：2022-11-02
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： DING, Yangmin , OZHARAR, Sarper , TIAN, Yue , WANG, Ting
Abstract: Remote terminal field device monitoring using distributed fiber optic sensing (DFOS) comprising a length of optical sensor fiber extending into the remote terminal, said remote terminal including one or more field devices located therein, wherein said length of optical sensor fiber located in the remote terminal includes one or more fiber loops formed in the length of optical sensor fiber, said one or more fiber loops respectively positioned proximate to the one or more field device(s) located in the remote terminal, a DFOS interrogator in optical communication with the optical sensor fiber and configured to generate optical pulses, introduce the generated pulses into the length of optical sensor fiber, and receive backscattered signals from the one or more fiber loops formed in the length of the optical sensor fiber, and an intelligent analyzer configured to analyze DFOS data received by the DFOS interrogator and determine from the backscattered signals, environmental activity occurring at the one or more fiber loops located within the remote terminal; operating the DFOS system and collecting / analyzing / reporting the environmental activity determined at the one or more fiber loops located within the remote terminal.
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4.发明申请
公开(公告)号：WO2022216872A1
公开(公告)日：2022-10-13
申请号：PCT/US2022/023733
申请日：2022-04-06
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： HAN, Shaobo , TIAN, Yue , OZHAHAR, Sarper , DING, Yangmin , WANG, Ting
IPC: G01H9/00 , G01D5/353 , G01S5/16 , G02B6/44 , G02B6/48 , G06N3/04 , G06N3/08 , H04B10/27 , G02B6/12
Abstract: A testing procedure including a data collection procedure and a contrastive learning-based approach, for establishing a profile for utility poles surveyed in an embedding space. Unique properties of utility poles are preserved in a low-dimensional feature vector. Similarities between pairs of samples collected at the same or different poles is reflected by the Euclidean distance between the pole embeddings. During data collection - variabilities of excitation signals are manually introduced, e.g. impact strength, impact locations, impact time ambiguity, data collecting location ambiguity on a DFOS/DAS optical sensor fiber/cable. Data so collected provides a learned model learned complete information about a utility pole and is more robust with respect to uncontrollable factors during operation..
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公开(公告)号：WO2021243029A1
公开(公告)日：2021-12-02
申请号：PCT/US2021/034528
申请日：2021-05-27
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： CHANDRAKER, Manmohan , WANG, Ting , XU, Xiang , PITTALUGA, Francesco , SHARMA, Gaurav , TSAI, Yi-Hsuan , FARAKI, Masoud , CHEN, Yuheng , TIAN, Yue , HUANG, Ming-Fang , FANG, Jian
Abstract: Methods and systems for training a neural network include generating (801) an image of a mask. A copy of an image is generated (302) from an original set of training data. The copy is altered (302) to add the image of a mask to a face detected within the copy. An augmented set of training data is generated (302) that includes the original set of training data and the altered copy. A neural network model is trained (304) to recognize masked faces using the augmented set of training data.
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Patent Agency Ranking
公开(公告)号：WO2015157603A1
公开(公告)日：2015-10-15
申请号：PCT/US2015/025251
申请日：2015-04-10
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： TIAN, Yue , WANG, Ting
CPC classification number: G01J3/0297 , G01J3/0205 , G01J3/26 , G01J3/28 , G01J3/45
Abstract: An optical phase scrambler is coupled to a laser source to randomly modulate the optical phase. Since the optical phase is continuously changing in a random fashion, at the output of an etalon interferometer formed in the optical path, the two or more components in the interference always have certain time delay between each other, resulting in a random phase different between each other. Therefore, after interference, the fringe amplitude varies randomly as well. Then at the receiver side, the fringe noise is greatly reduced after averaging over time.
Abstract translation: 光学相位扰频器耦合到激光源以随机调制光学相位。 由于光学相位以随机方式连续变化，在形成于光路中的标准具干涉仪的输出处，干涉中的两个或更多个成分之间总是具有一定的时间延迟，导致每个 其他。 因此，干扰后，条纹幅度也随机变化。 然后在接收机侧，随着时间的推移，边缘噪声大大降低。
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公开(公告)号：WO2023004180A1
公开(公告)日：2023-01-26
申请号：PCT/US2022/038104
申请日：2022-07-23
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： DING, Yangmin , OZHARAR, Sarper , TIAN, Yue , WANG, Ting
Abstract: Systems, and methods for automatically determining false transformer humming when using DFOS systems and methods to determine such humming along with machine learning approach(es) to identify the false transformer humming signal(s) that are transferred to a utility pole without a transformer from a working transformer on another utility pole. Advantageously, our inventive systems and methods employ a customized signal processing workflow to process raw data collected from the DFOS. Our employs a binary classifier that can automatically identify a transformer humming signal from a utility pole with a transformer and simultaneously identify the false humming signal from a utility pole without a transformer.
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8.发明申请
公开(公告)号：WO2022159906A1
公开(公告)日：2022-07-28
申请号：PCT/US2022/013760
申请日：2022-01-25
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： OZHAHAR, Sarper , DING, Yangmin , TIAN, Yue , WANG, Ting
Abstract: An advance in the art is made according to aspects of the present disclosure directed to the detection and localization of a substantially static weight situated on aerial telecommunications fiber optic cable through the effect of phase-distributed acoustic sensing ( -DAS) and signal analysis of ambient data. In sharp contrast to the prior art, our inventive method does not require a special optical fiber arrangement or type of fiber nor is it susceptible to range limitations that plague the prior art.
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公开(公告)号：WO2021236540A1
公开(公告)日：2021-11-25
申请号：PCT/US2021/032805
申请日：2021-05-17
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： TIAN, Yue , WANG, Ting , SUN, Shengtao
Abstract: Aspects of the present disclosure describe systems, methods, and structures for antispoofing 3D face reconstruction using infrared structured light that advantageously reconstructs 3D face structures for facial recognition and detect face surface material(s) such that human skin may be effectively distinguished from artifacts thereby providing additional security for facial recognition including immunity from 2D / 3D print attacks including face masks and special make-ups.
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公开(公告)号：WO2021211476A1
公开(公告)日：2021-10-21
申请号：PCT/US2021/026934
申请日：2021-04-13
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： TIAN, Yue
Abstract: Aspects of the present disclosure describe distributed fiber optic sensing (DFOS) distributed acoustic sensing (DAS) systems, methods, and structures that advantageously provide the localization of utility poles along a route of fiber optic cable.
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