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Capacity Optimization Configuration of Wind-Solar Hydrogen Production Hybrid Energy Storage System

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

Wind-solar-hydrogen production offers an effective solution to both power curtailment and green hydrogen production challenges. The capacity configuration of a wind-solar-hydrogen storage system plays a crucial role in optimizing its economic operation. To address this, a wind-solar-hydrogen storage energy system was developed. Initially, a density-based clustering algorithm with noise handling and an ordered clustering algorithm were employed to classify a year's worth of wind, solar output, and electrical load data into three representative days. The system's capacity optimization was then performed with the objective of maximizing the net system revenue for each device. A comparison was made with the traditional approach of minimizing the net present value of costs. The results revealed that maximizing net project revenue as the objective function leads to superior economic outcomes, outperforming the cost-minimization approach and resulting in a more optimized system configuration. © 2024 IEEE.
Original languageEnglish
Title of host publication2024 3rd International Conference on Neuromorphic Computing (ICNC)
PublisherIEEE
Number of pages4
ISBN (Electronic)979-8-3315-0866-1
DOIs
Publication statusPublished - Dec 2024
Externally publishedYes
Event3rd International Conference on Neuromorphic Computing, ICNC 2024 - Chongqing, China
Duration: 13 Dec 2024 → 15 Dec 2024

Publication series

NameInternational Conference on Neuromorphic Computing, ICNC

Conference

Conference3rd International Conference on Neuromorphic Computing, ICNC 2024
PlaceChina
CityChongqing
Period13/12/24 → 15/12/24

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Research Keywords

  • capacity optimization configuration
  • hydrogen storage
  • renewable energy
  • wind-solar power generation

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