An efficient renewable hybridization based on hydrogen storage for peak demand reduction: A rule-based energy control and optimization using machine learning techniques

Alirahmi, Seyed Mojtaba; Yu, Haoshui; Sadrizadeh, Sasan

doi:10.1016/j.est.2022.106168

Cited by 32 publications

(2 citation statements)

References 47 publications

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“…The work [55] is devoted to the complex development of an energy supply system for buildings that consume electricity for heating and household needs. The energy complex management system operates on the basis of a table of formulated rules and further the solutions produced are optimized using the gray wolf method.…”

Section: Resultsmentioning

confidence: 99%

Energy management in hybrid complexes based on wind generation and hydrogen storage

Shklyarskiy,

Andreeva,

Sutikno

et al. 2024

Bulletin EEI

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This work is devoted to the analysis of scientific articles in the field of hybrid energy complexes based on hydrogen technologies and renewable energy sources. A special attention is given to wind generation. The review of the topics of scientific publications indexed in the Scopus database in the field of research is carried out, the most frequently encountered topics and the rarest ones are highlighted. Brief statistics about publications selected for detailed analysis are given. The most interesting direction for studying is development of control systems for hybrid energy complexes. Several traditional approaches, which are commonly used in research on this topic and methods are highlighted. The existing shortcomings and inaccuracies in the overviewed works are identified. Conclusions are drawn about the need to transform existing methods and specific proposals are made to improve management systems to increase the efficiency of decision-making and achieve greater economic benefits. Promising areas of research that also require special attention are formulated.

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Section: Resultsmentioning

confidence: 99%

Energy management in hybrid complexes based on wind generation and hydrogen storage

Shklyarskiy,

Andreeva,

Sutikno

et al. 2024

Bulletin EEI

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“…In terms of system performance and cost analysis, Kalinci et al [ 13 ] developed a hybrid hydrogen energy system, analyzing the potential of hydrogen production from electrolytic water with an average daily hydrogen production of 1.49 kg h −1 in the Turkey region. Similarly, Behzadi A et al [ 14 ] proposed a system driven by solar and wind energy, configured with electrolytic cells and fuel cells, and conducted comprehensive technoeconomic and environmental analyses. While verifying the role of hydrogen storage in system peaking, their focus was limited to the energy supply for a single apartment.…”

Section: Introductionmentioning

confidence: 99%

Operation Performance Analysis of a Novel Renewable Energy‐Driven Multienergy Supply System Based on Wind, Photovoltaic, Concentrating Solar Power, Proton Exchange Membrane Electrolyzers, and Proton Exchange Membrane Fuel Cell

Liu

Zhai

et al. 2023

Energy Tech

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In pursuing clean energy systems and carbon neutrality, the efficient use of renewable energy is key. This research introduces a novel wind–solar–hydrogen multienergy supply (WSH‐MES) system, powered by renewables, designed to stabilize power output through regulated concentrating solar power (CSP) and proton exchange membrane electrolyzers (PEMEs). An active regulation strategy for thermal and hydrogen storage is developed to counterbalance the volatility of wind and photovoltaic power. Key results reveal that the WSH‐MES system surpasses WP–PV and WP–PV–CSP systems in reliability, reducing power supply loss probability to 2.81%. This improvement is largely due to the controlled CSP and PEME, which effectively mitigates the stochastic fluctuations in wind and solar power generation, thereby ensuring more stable and reliable power output. Moreover, the system achieves an 80.97% primary renewable energy rate and a 0.12 power discard rate. In conclusion, this research comprehensively examines the operational characteristics of the WSH‐MES system, elucidates the practical advantages of the WSH‐MES system in terms of reliability, renewable energy utilization, and adaptability under various conditions. The results offer valuable insights into the design and operation of multienergy supply systems, potentially fostering the large‐scale implementation of renewable energy systems and leading toward a sustainable energy future.

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Efficiency and economic assessment of wind turbine-powered pumped hydro-compressed air storage coupled with alkaline fuel cell using hybrid approach

Lakshmiprabha,

Kumar,

Pathak

et al. 2024

Clean Techn Environ Policy

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An efficient renewable hybridization based on hydrogen storage for peak demand reduction: A rule-based energy control and optimization using machine learning techniques

Cited by 32 publications

References 47 publications

Energy management in hybrid complexes based on wind generation and hydrogen storage

Energy management in hybrid complexes based on wind generation and hydrogen storage

Operation Performance Analysis of a Novel Renewable Energy‐Driven Multienergy Supply System Based on Wind, Photovoltaic, Concentrating Solar Power, Proton Exchange Membrane Electrolyzers, and Proton Exchange Membrane Fuel Cell

Efficiency and economic assessment of wind turbine-powered pumped hydro-compressed air storage coupled with alkaline fuel cell using hybrid approach

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