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Necati Aksoy

Observed name: Aksoy, Necati
ORCID: 0000-0003-1496-2916
Observed ORCID: 0000-0003-1496-2916
OpenAlex ID: A5024033888
Predictive models development using gradient boosting based methods for solar power plants
2023 · Necati Aksoy, Istemihan Genc · Journal of Computational Science · 84
Reinforcement learning-based multi-objective smart energy management for electric vehicle charging stations with priority scheduling
2025 · Fatih Çakıl, Necati Aksoy · Energy · 26
Energy Storage Management for Microgrids Using n-Step Bootstrapping
2023 · Necati Aksoy, Istemihan Genc · Canadian Journal of Electrical and Computer Engineering · 11
AI-driven energy storage optimization in microgrids: Integrating deep reinforcement learning with BiLSTM and LightGBM models
2026 · Necati Aksoy, Istemihan Genc · Applied Soft Computing · 10
Deep learning approaches for robust prediction of large-scale renewable energy generation: A comprehensive comparative study from a national context
2025 · Necati Aksoy, Istemihan Genc · Intelligent Data Analysis · 10
Eliminating Meteorological Dependencies in Solar Power Forecasting: A Deep Learning Solution With NeuralProphet and Real-World Data
2025 · Necati Aksoy, Alper Yılmaz, et al. · IEEE Access · 8
From black box to decision support: An interpretable clustering-based ensemble for dynamic security assessment in modern power systems
2026 · Kemal Aygul, Necati Aksoy, et al. · Knowledge-Based Systems · 3
Optimizing Battery Cooling with Reinforcement Learning: A Dynamic Control Strategy for Energy Storage Systems
2025 · Necati Aksoy, Fatih Cakil, et al. · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA) · 1
Improving Accuracy in Solar Power Plant Power Generation Prediction: A Hybrid Model Proposal
2024 · Necati Aksoy, Veysel Murat Istemihan Genc · Turkish Journal of Electrical Power and Energy Systems · 1
Performance Analysis of Deterministic and Probabilistic Path Planning Algorithms in Complex Environments
2024 · Necati Aksoy, Fatih Cakil, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 1
Deep Neural Network-Based Stealthy False Data Injection Attack Detection on Distributed Energy Resources Integrated Systems
2024 · Can Gürkan, Necati Aksoy, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 1
A Novel Hybrid Model Proposal derived from Prevalent Methods for Power Generation Prediction of Solar Power Plants
2023 · Necati Aksoy, Istemihan Genç · National Conference on Electrical and Electronics Engineering (ELECO) · 1
Bio-inspired AI-driven slime mould algorithm-based multi-objective optimization of a PV-battery-electrolyzer system for green hydrogen production
2026 · Necati Aksoy, Alper Yılmaz, et al. · Energy Reports
Waypoint Navigation of a 2D Drone in Stochastic Environment via Regularised Proximal Policy Optimisation
2026 · Ahmet Bilgehan Serçe, Necati Aksoy · Artificial Intelligence for Engineering
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A Redundant Control Framework for Power System Frequency Stability: Integrating Classical Controllers with Deep Learning-Based BiLSTM Networks
2026 · Bahattin Demirci, Necati Aksoy, et al. · Global Power, Energy and Communication Conference
Cost-Optimal Fast Frequency Response Using Distributed Supercapacitor Energy Storage Systems: Dynamic Comparison of NSGA-II and PSO Representative Capacity Configurations
2026 · Bahattin Demirci, Mertcan Acar, et al. · Global Power, Energy and Communication Conference
Benchmarking Seasonality‐Based Deep Learning Models for Short‐Term Load Forecasting: Prophet, N‐BEATS, N‐HiTS and DLinear Across European Power Grids
2026 · Necati Aksoy · IET Renewable Power Generation
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Simulation-Based Analysis of A*, RRT*, Genetic Algorithm, and Ant Colony Optimization for Autonomous Robot Path Planning in Obstacle-Dense Maps
2025 · Omer Ba Faqas, Necati Aksoy, et al. · International Conference on Advances in Electrical, Electronics, Energy, and Computer Sciences
Real-Time Smart Power Distribution in Electric Vehicle Chargers: Utilizing Rust Programming for Enhanced Efficiency
2024 · Fatih Çakil, Necati Aksoy, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU)
Mikro şebekeler için yapay zeka temelli yeni bir enerji yönetim sistemi
2023 · Aksoy, Necati · Istanbul Technical University Academic Open Archive (Istanbul Technical University)
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Works count: 20
Citation count: 157
H-index: 6
I10-index: 5
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