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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Edge-Enabled Load Forecasting In Smart Grids
Authors
Shiva Sankari C, Sneha Priyadharshini V, Yogitha Vijayakumar, Rupa Kesavan
Keywords
Smart grids, Load forecasting, Long Short Term Memory(LSTM), Edge computing
Abstract
As a result of the smart grid's rapid development, the volume of user-side data has increased dramatically. Load forecasting is vital in order to control the smart grid. But traditional load forecasting methodologies now confront the difficulty of maintaining the accuracy of dynamic forecasting. Due to concerns with latency, security, and other factors, processing all of the data in a centralized data center is not ideal, so we need an effective technique. A potential computing ,edge computing performs calculations locally and overcomes the above challenges. The objective of the project is to meet the requirement of demand analysis using Long Short-Term Memory (LSTM) network based on a short-term load forecasting approach for more accurate load forecasting results.
IJCRT's Publication Details
Unique Identification Number - IJCRT2305354
Paper ID - 236021
Page Number(s) - c693-c706
Pubished in - Volume 11 | Issue 5 | May 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shiva Sankari C, Sneha Priyadharshini V, Yogitha Vijayakumar, Rupa Kesavan, "Edge-Enabled Load Forecasting In Smart Grids", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 5, pp.c693-c706, May 2023, Available at :http://www.ijcrt.org/papers/IJCRT2305354.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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