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Necati Aksoy

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2020 – today

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2026
[j5]
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Necati Aksoy, Istemihan Genc:
AI-driven energy storage optimization in microgrids: Integrating deep reinforcement learning with BiLSTM and LightGBM models. Appl. Soft Comput. 190: 114619 (2026)
[j4]
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Kemal Aygul, Necati Aksoy, Cavit Fatih Küçüktezcan, Istemihan Genc:
From black box to decision support: An interpretable clustering-based ensemble for dynamic security assessment in modern power systems. Knowl. Based Syst. 338: 115490 (2026)
2025
[j3]
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Necati Aksoy, Alper Yilmaz, Gökay Bayrak, Mehmet Koç:
Eliminating Meteorological Dependencies in Solar Power Forecasting: A Deep Learning Solution With NeuralProphet and Real-World Data. IEEE Access 13: 93287-93301 (2025)
[j2]
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Necati Aksoy, Istemihan Genc:
Deep learning approaches for robust prediction of large-scale renewable energy generation: A comprehensive comparative study from a national context. Intell. Data Anal. 29(6): 1615-1635 (2025)
2023
[j1]
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Necati Aksoy, Istemihan Genc:
Predictive models development using gradient boosting based methods for solar power plants. J. Comput. Sci. 67: 101958 (2023)

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