Results 261 to 270 of about 295,628 (369)

Sustainable Energy Management in Islanded Microgrids via HHO–BE Tuned Adaptive Controllers and Demand‐Side Flexibility

open access: yesEngineering Reports, Volume 8, Issue 1, January 2026.
This research presents a novel approach to frequency control in isolated hybrid microgrids by developing an adaptive fractional‐order PI controller. The controller is optimized using the Harris Hawks Optimization algorithm, enhanced with the Balloon Effect (HHO + BE), to ensure high precision and adaptability.
Mohamed Tarek Mohamed   +8 more
wiley   +1 more source

Enterprise Compliance Risk Identification and Economic Management Optimization Based on Dynamic Bayesian Network

open access: yesEngineering Reports, Volume 8, Issue 1, January 2026.
This study demonstrates the significant value of a collaborative framework integrating DBN and DRL for enterprise compliance risk identification and economic management optimization. The proposed approach not only overcomes the limitations of traditional models in dynamic risk modeling but also achieves synergistic optimization of risk control and ...
Zhuhan Sun
wiley   +1 more source

Enhancing Hybrid Microgrid Dynamics Using an Agent‐Based Reinforcement Learning (RL) Framework

open access: yesEnergy Science &Engineering, Volume 14, Issue 1, Page 144-162, January 2026.
Overview of (RL) framework ABSTRACT Hybrid microgrids, integrating renewable, and conventional energy sources are critical for sustainable and resilient power systems. Their dynamic performance is affected by uncertainties in load demand, generation variability, and control strategies.
Sudhakiran Ponnuru   +8 more
wiley   +1 more source

Deep Learning‐Based Fault Classification in Extra High Voltage Transmission Lines: A Comparative Study Using Simulated and Real‐Time Sequential Data

open access: yesEnergy Science &Engineering, Volume 14, Issue 1, Page 201-217, January 2026.
This study describes the performance of BiLSTM, GRU, and TCN as deep learning models for the detection and classification of faults in transmission lines through synthetic and real‐time sequential datasets of 500 kV transmission line between Jamshoro and Karachi (NKI), in Sindh, Pakistan.
Nadeem Ahmed Tunio   +5 more
wiley   +1 more source

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