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
- 학술대회자료
- 저자정보
- 발행연도
- 2023.10
- 수록면
- 60 - 65 (6page)
이용수
초록· 키워드
오류제보하기
In control system synthesis and analysis, the usage of mathematical models is the most rational approach, which is referred to as the model-based approach. If it is difficult to obtain appropriate models, the direct usage of the data is also another way to synthesis and analysis of the systems, which is referred to as the data-driven approach. The data-driven control based on data informativity was proposed as a framework to consider these two approaches from a unified perspective. The data-informativity approach theoretically clarifies the advantages of data-driven control but also has mathematical aspects, such as further clarification of the algebraic duality between the space of time series data and the space of functions acting on those data. Based on this mathematical point of view, there are many unknowns about the relationship between transformations between data spaces and transformations between function spaces corresponding to each data space. This study focuses on equivalent transformations that play an important role in model-based control and considers them in the context of data-driven control based on the data-informativity approach. To consider equivalent transformations in the data-informativity approach, it is necessary to consider the correspondence as a set of models. We provide this correspondence by introducing homology theory. Furthermore, by using the results of equivalent transformations based on the data-informativity approach, we show once again the data informativity for observability.
목차
Abstract
1. INTRODUCTION
2. PRELIMINARIES
3. MAIN RESULT
4. CONCLUDING REMARKS
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
입출력 데이터만을 사용한 데이터 기반 LQR 설계
제어로봇시스템학회 국내학술대회 논문집
2023 .06
-
A Data Driven Approach to Identifying Personality Traits from Public Social Media Usage Data
한국정보과학회 학술발표논문집
2019 .06
-
데이터 수집 전략을 고려한 데이터 기반 예측 모델
대한설비공학회 학술발표대회논문집
2020 .06
-
Relational Data Extraction and Transformation: A Study to Enhance Information Systems Performance
Journal of information and communication convergence engineering
2022 .12
-
Challenges and Opportunities of Big Data
JOURNAL OF PLATFORM TECHNOLOGY
2020 .06
-
데이터간 의미 분석을 위한 R기반의 데이터 가중치 및 신경망기반의 데이터 예측 모형에 관한 연구
멀티미디어학회논문지
2015 .04
-
Performing Data Integration: Handed-code Approach vs. Tool-based Approach
한국컴퓨터정보학회논문지
2019 .07
-
빅데이터 역량 평가를 위한 참조모델 및 수준진단시스템 개발
산업경영시스템학회지
2016 .01
-
A New Chemico-physical Method for Effective Bacterial Transformation
한국생물공학회 학술대회
2019 .04
-
Data-Driven Disturbance Compensation for DC Motors
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
Data-driven model을 활용한 자연재난 관리 방안
대한토목학회 학술대회
2024 .10
-
빅데이터의 효과적인 처리 및 활용을 위한 클라이언트-서버 모델 설계
지능정보연구
2016 .12
-
메타데이터 간 유사도를 이용한 그래프 기반의 공공데이터맵 구축: 서울특별시 사례를 대상으로
대한산업공학회지
2023 .10
-
A Survey on Synthetic Data Generation Approaches
한국통신학회 학술대회논문집
2021 .06
-
Dynamic equivalent model of a SMART control rod drive mechanism for a seismic analysis
Nuclear Engineering and Technology
2020 .08
-
Development of a Human-Like Learning Frame for Data-Driven Adaptive Control Algorithm of Automated Driving
제어로봇시스템학회 국제학술대회 논문집
2021 .10
-
상업용 전기자동차의 실주행 데이터 기반 주행구간 분석
Proceedings of KIIT Conference
2023 .11
-
KNLTER Data Platform Enabling Global Data Exchange By Means of Full Life-cycle Data Management
INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING
2017 .06
-
변형의 가치
건축
2016 .11
-
Data-Driven Design for Model-Referenced Model-Free Controller
제어로봇시스템학회 국제학술대회 논문집
2023 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-151-24-02-088263936