메뉴 건너뛰기
Library Notice
Institutional Access
If you certify, you can access the articles for free.
Check out your institutions.
ex)Hankuk University, Nuri Motors
Log in Register Help KOR
Subject
Humanities
General Humanities History Philosophy Religious Studies Linguistics and Literature Other Humanities
Social science
General Social Science Business Management Tourism Education Military Science Library and Information Science Law Sociology Journalism and Media Studies Psychological Science Political Science and Diplomacy Geography Public Administration Economics International Trade Anthropology Other Social Science
Natural science
General Natural Science Physics Biology Life Sciences Mathematics/Statistics Astronomy Earth Science Chemistry Other Natural Science
Engineering
General Engineering Architectural Engineering Mechanical Engineering Industrial Engineering Material/Energy Engineering Electrical and Electronic Engineering Marine and Ocean Engineering Chemical Engineering Computer Science Other Engineering
Medical science
General Medical Science Nursing Science Veterinary Pharmacy Traditional Korean Medicine Basic Medicine Clinical Medicine Other Medicine
Agriculture and Fishery
General Agriculture and Fishery Agriculture Fishery Science Food Science Forestry Animal Husbandry Marine Transportation Studies Other Agriculture and Fishery
Art and Kinesiology
General Arts Design Fine Arts Cosmetology Photography Music Fashion Kinesiology Performing Media Arts Other Arts and Kinesiology
Interdisciplinary Studies
Interdisciplinary Research Science and Technology Studies Brain and Cognitive Science Technology Policy Other Interdisciplinary Studies

KOR

Clustering and Load Shape Analysis of Household Electricity Consumption for Demand Response Program
Recommendations
Search
Questions

효율적인 국민DR 대상 세대 선정을 위한 전력사용량 군집화 및 부하 형태 분석

논문 기본 정보

Type
Academic journal
Author
Chuan Yee Chew (단국대학교) Jeong Won Kim (단국대학교) Young Ran Yoon (단국대학교) Hyeun Jun Moon (단국대학교)
Journal
The Korean Society of Living Environmental System Journal of The Korean Society of Living Environmental System Vol.29 No.4 KCI Accredited Journals
Published
2022.8
Pages
389 - 399 (11page)
DOI
10.21086/ksles.2022.8.29.4.389

Usage

cover
📌
Topic
📖
Background
🔬
Method
🏆
Result
Clustering and Load Shape Analysis of Household Electricity Consumption for Demand Response Program
Ask AI
Recommendations
Search
Questions

Abstract· Keywords

Report Errors
As Demand Response (DR) programs have been widely accepted to reduce energy consumption in residential buildings, targeting appropriate customers for demand response programs is crucial to minimize losses caused by the enrollment of inappropriate customers. Previous studies have mainly used the clustering method to group and analyze usage patterns of load profiles for demand response targeting. Although the national DR program reduction request is issued according to the concentration of fine dust, selecting households with high electricity consumption for the DR program can show effective results in reducing the power load. In this paper, we proposed a two-stage clustering method to segment households’ load profiles using a machine learning-based clustering algorithm. Then, the load parameter method was used to analyze the load shape for national demand response targeting. Our findings indicate that households with high morning peak and evening peak are suitable to be targets for the national DR program.
#Demand response #Clustering #Load shape analysis #Building energy analysis #Smart meter data

Contents

Abstract
1. 서론
2. 연구 방법
3. 연구결과
4. 결론
REFERENCES

References (0)

Add References
If the reference is being serviced by DBpia, please register through [Add Reference]

Recommendations

It is an article recommended by DBpia according to the article similarity. Check out the related articles!

Related Authors

Frequently Viewed Together

Analysis of Electricity Consumption Characteristics and Electricity Load Reduction in Residential Houses Participating the Demand Response Program
Chuan Yee Chew ,  Jeong Won Kim ,  Young Ran Yoon and others 1 Journal of The Korean Society of Living Environmental System 2021 .06
수요반응시장(DR)의 환경변화와 기회 요인
김은환 ,  김하혜 Journal of Electrical World Monthly Magazine 2023 .02
Introduction to the ‘Plus DR’ for minimizing Wind Curtailment in Jeju Island
Jeong Sun-Ho The Korean Institute of Electrical Engineers 2022 .08
PlusDR response amount correction under limited EV charging information environment
Min-Su Kim ,  Sung-Yong Son 대한전기학회 학술대회 논문집 2021 .11
Study on OCF-LWM2M Bridging Standard for Residential Demand Response
Seung-Hun Oh ,  Hyung-Ok Lee ,  Joo-Chul Lee and others 3 대한전자공학회 학술대회 2021 .06

Recently viewed articles

The Effects of the Message Sidedness of Product Reviews in Crowdfunding: Focusing on the Dual Mediating Effect of Message Credibility and Perceived Risk
Seungmin Yoo, Sojung KimKorean Association for Advertising and Public Relations2022.03
 An Empirical Study on the causal relation of AEO application and logistics Performance of AEO system
kimchangbong, 정일석undefined2015

Comments(0)

0

Write first comments.

UCI(KEPA) : I410-ECN-0101-2023-590-000112235