公开(公告)号：US20190032510A1

公开(公告)日：2019-01-31

申请号：US16077138

申请日：2017-02-01

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Sidharth Abrol ,  Sangeeta Balram ,  Prem Kumar Patchaikani ,  Prabhanjana Kalya

IPC: F01D21/00 ,  F02C9/46

Abstract: A method for predicting an anomaly in a combustor (16) is presented. The method includes receiving signals representative of parameters in one or more combustion cans (22, 24) of the combustor, generating a plurality of patterns based on a permutation entropy window and the signals, identifying a plurality of pattern categories in the plurality of patterns, determining a permutation entropy based on the plurality of patterns and the plurality of pattern categories, and predicting an anomaly in the combustor based on the permutation entropy. The method further includes comparing the plurality of pattern categories to determined permutations of pattern categories if the anomaly is present in the combustor, and predicting a category of the anomaly based on the comparison of the plurality of pattern categories to the determined permutations of pattern categories.

公开(公告)号：US20160169585A1

公开(公告)日：2016-06-16

申请号：US14907324

申请日：2013-07-25

Applicant: General Electric Company

Inventor： Aditya Kumar ,  Brett R. Ellis ,  Zhaoyang Wan ,  Claudia C. Pierce ,  Mustafa Tekin Dokucu ,  Dongrui Wu ,  Sangeeta Balram

IPC: F28C1/04 ,  G05B23/02 ,  G05B13/04

CPC classification number: F28C1/04 ,  F28F27/003 ,  F28F2200/00 ,  G05B13/048 ,  G05B23/0243

Abstract: A cooling tower simulation system may receive a measurement from a cooling tower sensor and generate a predicted Noutput of a cooling tower system based on a model of the cooling tower system. The simulation system may generate an estimated output using an extended Kalman filter with the measurement and the predicted output as inputs, wherein the estimated output represents a characteristic of the cooling tower system.

Abstract translation: 冷却塔模拟系统可以从冷却塔传感器接收测量值，并根据冷却塔系统的型号生成预测的冷却塔系统的Noutput。 仿真系统可以使用扩展卡尔曼滤波器生成估计输出，其中测量和预测输出作为输入，其中估计的输出表示冷却塔系统的特性。

公开(公告)号：US11015479B2

公开(公告)日：2021-05-25

申请号：US16077138

申请日：2017-02-01

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Sidharth Abrol ,  Sangeeta Balram ,  Prem Kumar Patchaikani ,  Prabhanjana Kalya

IPC: F01D21/00 ,  F23N5/10 ,  F23N5/16 ,  F23N5/24 ,  F23R3/46 ,  F02C9/46

Abstract: A method for predicting an anomaly in a combustor (16) is presented. The method includes receiving signals representative of parameters in one or more combustion cans (22, 24) of the combustor, generating a plurality of patterns based on a permutation entropy window and the signals, identifying a plurality of pattern categories in the plurality of patterns, determining a permutation entropy based on the plurality of patterns and the plurality of pattern categories, and predicting an anomaly in the combustor based on the permutation entropy. The method further includes comparing the plurality of pattern categories to determined permutations of pattern categories if the anomaly is present in the combustor, and predicting a category of the anomaly based on the comparison of the plurality of pattern categories to the determined permutations of pattern categories.