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Keywords: Bi-LSTM
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Journal Articles
Direct Normal Irradiance Prediction-Based Optimum Interval Tilt Angles for Enhancement of Energy Output, Levelized Cost of Energy, and CO 2 Emission in a Grid-Connected Photovoltaic System
Available to Purchase
Journal:
Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2025, 147(3): 031002.
Paper No: SOL-24-1033
Published Online: November 6, 2024
... balance between efficiency and cost. This work introduces a bi-directional long short-term memory (Bi-LSTM)-based direct normal irradiance (DNI) prediction to estimate the time intervals for the tilt angle adjustments. DNI prediction involves 22-year (2000–2022) historical time series data and the Bi-LSTM...
