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1. WO2020004996 - DEVICE AND METHOD FOR GENERATING LEARNING DATA FOR LEARNING MODEL OF SYSTEM FOR PREDICTING AND DIAGNOSING POWER PLANT MALFUNCTION

Publication Number WO/2020/004996
Publication Date 02.01.2020
International Application No. PCT/KR2019/007853
International Filing Date 28.06.2019
IPC
G PHYSICS
05
CONTROLLING; REGULATING
B
CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
23
Testing or monitoring of control systems or parts thereof
02
Electric testing or monitoring
G05B 23/02 (2006.01)
CPC
G05B 23/02
Applicants
  • 한국남동발전 주식회사 KOREA SOUTH-EAST POWER CO., LTD. [KR/KR]; 경상남도 진주시 사들로123번길 32 32, Sadeul-ro 123beon-gil, Jinju-Si, Gyeongsangnam-do 52852, KR
  • 한국과학기술연구원 KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY [KR/KR]; 서울시 성북구 화랑로14길 5 5, Hwarang-ro 14-gil, Seongbuk-Gu, Seoul 02792, KR
Inventors
  • 이성기 LEE, Sung Ki; KR
  • 김홍석 KIM, Hong Seok; KR
  • 김익재 KIM, Ig Jae; KR
  • 최희승 CHOI, Hee Seung; KR
Agents
  • 특허법인 아이엠 IAM PATENT & LAW FIRM; 서울시 강남구 봉은사로 224, 402호 402, 224 Bongeunsa-ro, Gangnam-Gu, Seoul 06135, KR
Priority Data
10-2018-007502228.06.2018KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) DEVICE AND METHOD FOR GENERATING LEARNING DATA FOR LEARNING MODEL OF SYSTEM FOR PREDICTING AND DIAGNOSING POWER PLANT MALFUNCTION
(FR) DISPOSITIF ET PROCÉDÉ DE GÉNÉRATION DE DONNÉES D'APPRENTISSAGE POUR UN MODÈLE D'APPRENTISSAGE D'UN SYSTÈME PERMETTANT DE PRÉDIRE ET DIAGNOSTIQUER UN DYSFONCTIONNEMENT DE CENTRALE ÉLECTRIQUE
(KO) 발전소 고장 예측 및 진단시스템의 학습모델을 위한 학습데이터 생성장치 및 방법
Abstract
(EN)
Provided is a learning data generating device capable of generating various kinds of learning data with regard to respective power plant operating environments and providing same to a learning model of a system for predicting and diagnosing power plant malfunctions. The learning data generating device may generate at least one piece of learning data from past sensing data regarding a power plant, or may construct a virtual power plant and then perform a simulation, thereby generating at least one piece of learning data.
(FR)
L'invention concerne un dispositif de génération de données d'apprentissage pouvant générer divers types de données d'apprentissage concernant des environnements de fonctionnement de centrale électrique respectifs et les fournir à un modèle d'apprentissage d'un système de prédiction et de diagnostic de dysfonctionnements de centrale électrique. Le dispositif de génération de données d'apprentissage peut générer au moins un élément de données d'apprentissage à partir de données de détection passées concernant une centrale électrique, ou peut construire une centrale électrique virtuelle puis effectuer une simulation, générant ainsi au moins un élément de données d'apprentissage.
(KO)
발전소의 기동 환경 별로 다양한 학습데이터를 생성하여 발전소 고장 예측 및 진단시스템의 학습모델에 제공할 수 있는 학습데이터 생성장치가 제공된다. 학습데이터 생성장치는 발전소의 과거 센싱데이터로부터 하나 이상의 학습데이터를 생성하거나 가상발전소를 구축하여 시뮬레이션을 수행하여 하나 이상의 학습데이터를 생성할 수 있다.
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