Zobrazeno 1 - 10
of 119
pro vyhledávání: '"Nantian Huang"'
Publikováno v:
Frontiers in Energy Research, Vol 12 (2024)
To address the challenges posed by the randomness and volatility of multi-energy loads in integrated energy systems for ultra-short-term accurate load forecasting, this paper proposes an ultra-short-term multi-energy load forecasting method based on
Externí odkaz:
https://doaj.org/article/565f053709ea49a7a280b7f80ceb3ada
Publikováno v:
CSEE Journal of Power and Energy Systems, Vol 9, Iss 3, Pp 1090-1102 (2023)
Externí odkaz:
https://doaj.org/article/1c3f0976a79440caa7443fecfb95bbb9
Publikováno v:
Frontiers in Energy Research, Vol 11 (2023)
Externí odkaz:
https://doaj.org/article/4a1fe530352e4e35a8668aed694f56d6
Publikováno v:
PLoS ONE, Vol 18, Iss 2, p e0281482 (2023)
In power fingerprint identification, feature information is insufficient when using a single feature to identify equipment, and small load data of specific customers, difficult to meet the refined equipment classification needs. A power fingerprint i
Externí odkaz:
https://doaj.org/article/a0dc8819c740496485ada823ed804c84
Publikováno v:
Energies, Vol 16, Iss 5, p 2447 (2023)
Due to the lack of historical output data of new wind farms, there are difficulties in the scheduling and planning of power grid and wind power output scenario generation. The randomness and uncertainty of meteorological factors lead to the results o
Externí odkaz:
https://doaj.org/article/950530eabb97435eacc2b3e570e438f7
Publikováno v:
IEEE Access, Vol 8, Pp 25198-25209 (2020)
Residents clustering in different periods of load fluctuation and aggregated forecasting can increase the load prediction accuracy. But the strength of load fluctuation reflects the difference in the electricity consumption behavior of residents and
Externí odkaz:
https://doaj.org/article/3504065a63d44ed6b27471eed38d52ec
Publikováno v:
IEEE Access, Vol 8, Pp 103924-103940 (2020)
Multi-energy unified planning is difficult because of the complex conflicting relationship between the coupling and complementary interaction of multiple forms of energy in micro energy grids (MEGs). Conflicting relationships between the economy and
Externí odkaz:
https://doaj.org/article/f5fd0bcdac6e4d32893c63a4f2147383
Publikováno v:
IEEE Access, Vol 7, Pp 93175-93186 (2019)
The increase in the scale of distribution networks significantly reduces the efficiency of intelligent planning for distributed generation (DG). To improve the efficiency of intelligent DG planning and avoid the impact of uncertainty concerning renew
Externí odkaz:
https://doaj.org/article/674df64dd6f44eb38ed0c2becb40e3f1
Publikováno v:
IEEE Access, Vol 7, Pp 67889-67904 (2019)
In the existing research of power quality disturbance (PQD) identification, the efficiency of signal processing is low and cannot meet the needs of practical application analysis. Furthermore, due to the lack of effective analysis of features, the co
Externí odkaz:
https://doaj.org/article/125ab980ded843a190c867917c8f8e7b
Autor:
Nantian Huang, Yinyin Wu, Guowei Cai, Heyan Zhu, Changyong Yu, Li Jiang, Ye Zhang, Jiansen Zhang, Enkai Xing
Publikováno v:
IEEE Access, Vol 7, Pp 81027-81046 (2019)
Improving the accuracy of wind speed forecast can reduce the randomness and uncertainty of the wind power output and effectively improve a system's wind power accommodation. However, the high-dimensional historical wind speed information should be ta
Externí odkaz:
https://doaj.org/article/d918b5fbe43b451680e254cf4af3e52e