지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제15권 제6호
- 발행연도
- 2019.1
- 수록면
- 1,392 - 1,405 (14page)
이용수
초록· 키워드
오류제보하기
The cathode voltage of aluminum electrolytic cell is relatively stable under normal conditions and fluctuatesgreatly when it has an anomaly. In order to detect the abnormal range of cathode voltage, an anomaly detectionalgorithm based on sliding window was proposed. The algorithm combines the time series segmentation linearrepresentation method and the k-nearest neighbor local anomaly detection algorithm, which is more efficientthan the direct detection of the original sequence. The algorithm first segments the cathode voltage time series,then calculates the length, the slope, and the mean of each line segment pattern, and maps them into a set ofspatial objects. And then the local anomaly detection algorithm is used to detect abnormal patterns accordingto the local anomaly factor and the pattern length. The experimental results showed that the algorithm caneffectively detect the abnormal range of cathode voltage.
목차
등록된 정보가 없습니다.
참고문헌 (20)
참고문헌 신청
J. Li / 2008 / Analysis of cathode voltage drop of aluminum electrolytic cell using electrical contact Model / Journal of Materials and Metallurgy 7(2):99~102
T. Kang / 2014 / Methods research to lower the furnace bottom pressure-drop of pre-baked aluminum electrolytic cell / Non-ferrous Metallurgical Equipment 2014(4):22~26
X. Guo / 2012 / The outlier detection approach for multivariate time series based on PCA analysis / Journal of Jiangxi Normal University(Natural Sciences Edition) 36(3):280~283
D. Zhou / 2009 / Cluster of multivariable time series, similar query and anomaly detection
E. M. Knorr / 1997 / A unified notion of outliers: properties and computation / Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining (KDD) :219~222
T. Kang / 2014 / Methods research to lower the furnace bottom pressure-drop of pre-baked aluminum electrolytic cell / Non-ferrous Metallurgical Equipment 2014(4):22~26
X. Guo / 2012 / The outlier detection approach for multivariate time series based on PCA analysis / Journal of Jiangxi Normal University(Natural Sciences Edition) 36(3):280~283
D. Zhou / 2009 / Cluster of multivariable time series, similar query and anomaly detection
E. M. Knorr / 1997 / A unified notion of outliers: properties and computation / Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining (KDD) :219~222
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
A trade-off-free fluorosulfate-based electrolyte additive developed for lithium-ion batteries using Ultra Ni-rich (90%) cathode materials
대한전자공학회 학술대회
2022 .11
-
Detection of multi-type data anomaly for structural health monitoring using pattern recognition neural network
Smart Structures and Systems, An International Journal
2022 .01
-
A Generator for Noise, Outlier, and Spike Anomalies in IoT Time-series Data
한국정보과학회 학술발표논문집
2021 .12
-
Investigation of an Axial Virtual Cathode Oscillator with an Open-Ended Coaxial Cathode
Journal of Electromagnetic Engineering And Science
2022 .05
-
Anomaly detection을 이용한 프로세스 비교 분석
대한산업공학회 추계학술대회 논문집
2017 .11
-
Autoencoder-based Anomaly Detection
한국통신학회 학술대회논문집
2021 .02
-
A Survey on Time-Series Anomaly Detection focusing on Features, Approaches, and Challenging
대한전자공학회 학술대회
2023 .06
-
IoT 센서를 활용한 패턴 태깅 기술 기반 비정상 전력 데이터 탐지 방법
대한전자공학회 학술대회
2021 .06
-
High Voltage Organic Cathode Materials for Lithium-ion Batteries
한국고분자학회 학술대회 연구논문 초록집
2017 .10
-
Anomaly Detection Algorithm Based on Global Object Map for Video Surveillance System
제어로봇시스템학회 국제학술대회 논문집
2020 .10
-
효소연료전지의 Cathode 제조조건이 OCV에 미치는 영향
화학공학
2016 .01
-
Anomaly Detection System for Semiconductor Deposition Process using Transformer
제어로봇시스템학회 국제학술대회 논문집
2024 .10
-
공극률을 고려한 리튬 이차전지 양극재 LixV₂O5의 구조 설계 및 성능평가 모델 개발
대한기계학회 춘추학술대회
2015 .04
-
Human Trajectory Anomaly Detection in Working Sites
한국통신학회 학술대회논문집
2022 .06
-
Open Cathode Considerations for Water-Energy Battery Cell-to-Module Development
AFORE
2022 .09
-
Design and evaluation of artificial intelligence models for abnormal data detection and prediction
JOURNAL OF PLATFORM TECHNOLOGY
2023 .12
-
Application TadGAN to Detect Collective Anomaly in Power Usage Data
The Journal of Contents Computing
2021 .06
-
GTOE : Anomaly Detection Geometric Transformation Network with Outlier Exposure for Real Industry Data
제어로봇시스템학회 국제학술대회 논문집
2021 .10
-
Physicochemically Treated Activated Carbon as Material in Air Cathode to Improve Performance of Microbial Fuel Cell
한국생물공학회 학술대회
2021 .10
-
Development of a deep learning-based anomaly detection model using multivariate time series manufacturing data
대한산업공학회 추계학술대회 논문집
2022 .11
이 논문의 저자 정보
최근 본 자료
댓글(0)
0