최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기정보처리학회논문지. KIPS transactions on software and data engineering. 소프트웨어 및 데이터 공학, v.12 no.6, 2023년, pp.251 - 258
이정일 (한국전력공사 전력연구원)
It is necessary to predict peak load accurately in order to supply electric power and operate the power system stably. Especially, it is more important to predict peak load accurately in winter and summer because peak load is higher than other seasons. If peak load is predicted to be higher than act...
G.-C. Lee and J. Han, "Forecasting daily peak load of?domestic electricity demand," Journal of Industrial Economics and Business, Vol.30, No.4, pp.1205-1218, 2017.
J.-Y. Ahn, S.-M. Park, and C.-B. Kim, "A study on neural?network model for winter electric power demand prediction," The Journal of Korean Institute of Information?Technology, Vol.15, No.9, pp.1-9, 2017.
B.-S. Kwon and K.-B. Song, "An ensemble forecasting?method of winter and summer peak load using deep neural?networks," The transactions of The Korean Institute of?Electrical Engineers, Vol.69, No.6, pp.765-771, 2020.
H.-S. Yoo and S.-B. Jeong, "Electric power demand prediction using deep learning model with temperature data,"?KIPS Transactions on Software and Data Engineering,?Vol.11, No.7, pp.307-314, 2022.
S. Hochreiter and J. Schmidhuber, "Long short-term memory," Neural Computation, Vol.9, No.8, pp.1735-1780,?1997.
A. V. D. Oord et al., "Wavenet: A generative model for?raw audio," arXiv preprint arXiv:1609.03499, 2016.
Electric Power Statistics Information System [Internet],?https://epsis.kpx.or.kr/epsisnew/
P., Liashchynskyi and P. Liashchynskyi, "Grid search,?random search, genetic algorithm: A big comparison for?NAS," arXiv preprint arXiv:1912.06059, 2019.
D. P. Kingma and J. ba, "Adam: A Method for Stochastic?Optimization," arXiv preprint arXiv:1412.6980, 2014.
K. Cho et al., "Learning phrase representations using RNN?encoder-decoder for statistical machine translation",?Proceedings of the 2014 Conference on Empirical Methods?in Natural Language Processing, pp.1724-1734, 2014.
K. He, X. Zhang, S. Ren, and J. Sun, "Deep residual learning?for image recognition," In Proceedings of the IEEE?Conference on Computer Vision and Pattern Recognition,?pp.770-778, 2016.
H. Zhou, S. Zhang, J. Peng, S. Zhang, J. Li, H. Xiong, and?W. Zhang, "Informer: Beyond efficient transformer for?long sequence time-series forecasting," In Proceedings of?the AAAI Conference on Artificial Intelligence, Vol.35,?No.12, pp.11106-11115, 2021.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.