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Aggregated electric vehicle fast-charging power demand analysis and forecast based on LSTM neural networkGo to Linkopen access

Chang, Munseok; Bae, Sungwoo; Cha, Gilhwan; Yoo, Jaehyun

ArticleIssue Date2021CitationSUSTAINABILITY, v.13, no.24, pp.1 - 17PublisherMDPI
SCIESCOPUS
Assessing monthly utilization of public electric vehicle charging infrastructure using weighted averaging strategies for a low-carbon transportation systemGo to Link

Chang, Munseok; Bae, Sungwoo

ArticleIssue Date2025CitationApplied Energy, v.401, pp 1 - 22PublisherPergamon Press Ltd.
SCIESCOPUS
Preactivated Residual Neural Network With Long Short-Term Memory to Predict EV Charging Demand at an Individual Fast-Charging StationGo to Linkopen access

Kwon, Sanghyeob; Chang, Munseok; Bae, Sungwoo

ArticleIssue Date2025CitationINTERNATIONAL JOURNAL OF ENERGY RESEARCH, v.2025, no.1, pp 1 - 14PublisherWILEY
SCOPUSKCI
전력-가스 연계 마이크로그리드를 위한 2단계 유효전력-무효전력 통합 제어 에너지 관리 시스템Go to Link

Jeon, Seungchan; Lee, Changhee; Chang, Munseok; Hwang, Sungyu; Bae, Sungwoo

ArticleIssue Date2025Citation전기학회논문지, v.74, no.1, pp 35 - 42Publisher대한전기학회
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