A key approach involves combining wind and solar with controllable power sources like hydropower, thermal power, and battery storage to create hybrid energy systems. Accurate prediction of new energy power generation is crucial for such hybrid systems' reliable and secure. Abstract – This paper investigates the modernization of combined power supply networks through the integration of hydrogen generators. Hydrogen technologies are evaluated as efficient solutions for energy storage, load balancing, reserve capacity provision, and enhancing system flexibility. A. Out of this research motivation, this paper aims to propose a synergetic allocation scheme for the hybrid energy storage system (HESS) and the unified power quality conditioner (UPQC) to achieve superior power quality enhancement. The impact of voltage and frequency oscillations and harmonics is amplified in weak grids, affecting both grid-connected and stand-alone systems. This may be fixed by ensuring that.
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