Publications
Determining the Spanish Public’s Intention to Adopt Hydrogen Fuel-Cell Vehicles
Aug 2025
Publication
Understanding what people think about hydrogen energy and how this influences their acceptance of the associated technology is a critical area of research. The public’s willingness to adopt practical applications of hydrogen energy such as hydrogen fuel-cell vehicles (HFCVs) is a key factor in their deployment. To analyse the direct and indirect effects of key attitudinal variables that could influence the intention to use HFCVs in Spain an online questionnaire was administered to a representative sample of the Spanish population (N = 1000). A path analysis Structural Equation Model (SEM) was applied to determine the effect of different attitudinal variables. A high intention to adopt HFCVs in Spain was found (3.8 out of 5) assuming their wider availability in the future. The path analysis results indicated that general acceptance of hydrogen technology and perception of its benefits had the greatest effect on the public’s intention to adopt HFCVs. Regarding indirect effects the role of trust in hydrogen technology was notable having significant mediating effects not only through general acceptance of hydrogen energy and local acceptance of hydrogen refuelling stations (HRS) but also through positive and negative emotions and benefits perception. The findings will assist in focusing the future hydrogen communication strategies of both the government and the private (business) sector.
The Role of Industrial Catalysts in Accelerating the Renewable Energy Transition
Aug 2025
Publication
Industrial catalysts are accelerating the global transition toward renewable energy serving as enablers for innovative technologies that enhance efficiency lower costs and improve environmental sustainability. This review explores the pivotal roles of industrial catalysts in hydrogen production biofuel generation and biomass conversion highlighting their transformative impact on renewable energy systems. Precious-metal-based electrocatalysts such as ruthenium (Ru) iridium (Ir) and platinum (Pt) demonstrate high efficiency but face challenges due to their cost and stability. Alternatives like nickel-cobalt oxide (NiCo2O4) and Ti3C2 MXene materials show promise in addressing these limitations enabling costeffective and scalable hydrogen production. Additionally nickel-based catalysts supported on alumina optimize SMR reducing coke formation and improving efficiency. In biofuel production heterogeneous catalysts play a crucial role in converting biomass into valuable fuels. Co-based bimetallic catalysts enhance hydrodeoxygenation (HDO) processes improving the yield of biofuels like dimethylfuran (DMF) and γ-valerolactone (GVL). Innovative materials such as biochar red mud and metal–organic frameworks (MOFs) facilitate sustainable waste-to-fuel conversion and biodiesel production offering environmental and economic benefits. Power-to-X technologies which convert renewable electricity into chemical energy carriers like hydrogen and synthetic fuels rely on advanced catalysts to improve reaction rates selectivity and energy efficiency. Innovations in non-precious metal catalysts nanostructured materials and defect-engineered catalysts provide solutions for sustainable energy systems. These advancements promise to enhance efficiency reduce environmental footprints and ensure the viability of renewable energy technologies.
Design and Optimization Strategy of a Net-Zero City Based on a Small Modular Reactor and Renewable Energy
Aug 2025
Publication
This study proposes the SMR Smart Net-Zero City (SSNC) framework—a scalable model for achieving carbon neutrality by integrating Small Modular Reactors (SMRs) renewable energy sources and sector coupling within a microgrid architecture. As deploying renewables alone would require economically and technically impractical energy storage systems SMRs provide a reliable and flexible baseload power source. Sector coupling systems—such as hydrogen production and heat generation—enhance grid stability by absorbing surplus energy and supporting the decarbonization of non-electric sectors. The core contribution of this study lies in its real-time data emulation framework which overcomes a critical limitation in the current energy landscape: the absence of operational data for future technologies such as SMRs and their coupled hydrogen production systems. As these technologies are still in the pre-commercial stage direct physical integration and validation are not yet feasible. To address this the researchers leveraged real-time data from an existing commercial microgrid specifically focusing on the import of grid electricity during energy shortfalls and export during solar surpluses. These patterns were repurposed to simulate the real-time operational behavior of future SMRs (ProxySMR) and sector coupling loads. This physically grounded simulation approach enables highfidelity approximation of unavailable technologies and introduces a novel methodology to characterize their dynamic response within operational contexts. A key element of the SSNC control logic is a day–night strategy: maximum SMR output and minimal hydrogen production at night and minimal SMR output with maximum hydrogen production during the day—balancing supply and demand while maintaining high SMR utilization for economic efficiency. The SSNC testbed was validated through a seven-day continuous operation in Busan demonstrating stable performance and approximately 75% SMR utilization thereby supporting the feasibility of this proxy-based method. Importantly to the best of our knowledge this study represents the first publicly reported attempt to emulate the real-time dynamics of a net-zero city concept based on not-yet-commercial SMRs and sector coupling systems using live operational data. This simulation-based framework offers a forward-looking data-driven pathway to inform the development and control of next-generation carbon-neutral energy systems.
Safety Equipment Planning Through Experimental Analysis of Hydrogen Leakage and Ventilation in Enclosed Spaces
Aug 2025
Publication
In South Korea securing ground space for installing hydrogen refueling stations in urban areas is challenging due to limited ground space and high-density development. Safety concerns for hydrogen systems in enclosed urban environments also require careful consideration. To address this issue this study explored a method of undergrounding hydrogen infrastructure as a solution for urban hydrogen charging stations. This study examined the characteristics of hydrogen diffusion and concentration reduction under leakage conditions within a confined hydrogen infrastructure focusing on key safety systems including emergency shut-off valves (ESVs) and ventilation fans. We discovered that the ESV reduced hydrogen concentration by over 80%. Installing two or more ventilation fans arranged horizontally improves airflow and enhances ventilation efficiency. Moreover increasing the number of fans reduces stagnant zones within the space effectively lowering the average hydrogen concentration.
Gasification Processes of Portuguese Biomass: Theoretical Analysis of Hydrogen Production Potential
Aug 2025
Publication
Portugal’s commitment to carbon neutrality by 2050 has intensified the search for renewable energy alternatives with biomass gasification emerging as a promising pathway for hydrogen production. This comprehensive review analyzes the potential of 39 Portuguese biomass species for gasification processes based on extensive laboratory characterization data including proximate analysis ultimate analysis heating values and metal content. The studied biomasses encompass woody shrubland species (matos arbustivos lenhosos) forest residues and energy crops representative of Portugal’s diverse biomass resources. Results indicate significant variability in gasification potential with moisture content ranging from 0.5% to 14.9% ash content from 0.5% to 5.5% and higher heating values between 16.8 and 21.2 MJ/kg. Theoretical hydrogen yield calculations suggest that Portuguese biomasses could produce between 85 and 120 kg H2 per ton of dry biomass with species such as Eucalyptus globulus Pinus pinaster and Cytisus multiflorus showing the highest potential. Statistical analysis reveals strong negative correlations between moisture content and hydrogen yield potential (r = −0.63) while carbon content shows positive correlation with gasification efficiency. The comprehensive characterization provides essential data for optimizing gasification processes and establishing Portugal’s biomass-tohydrogen production capacity contributing to the national hydrogen strategy and renewable energy transition.
Port Energy Models Alignment with Real Port Activities, their Coverage of Hydrogen Technologies, and as Tools for Decarbonisation
Aug 2025
Publication
Ports have significant emissions from using carbon-based electricity and fuels. This paper presents a scoping literature review of port energy models providing interpretations of the models capabilities and limitations in representing activities coverages of hydrogen technologies use as decarbonisation prediction tools and to highlight research directions. Three model categories were assessed. The Conceptual-Driven use a top-down analytical structure for objectives optimisation. Recent publications have increasing coverages of port activities by electrical with hydrogen technologies but limited representation of diesel equipment. The Data-Driven represent entire ports as top-down or focus on electrical mobile equipment in bottom-up data-only abstract structures for algorithm analysis. Both model types omit coverage of hydrogen powered mobile equipment at temporal resolutions representing typical duties and measured emissions for weighting predictions. A HybridDriven model is proposed as a decarbonisation assessment tool for improved representation of diesel mobile equipment duty-profiles referenceable baselines and matching with hydrogen technologies characteristics.
Comprehensive Review of Hydrogen and Tyre Pyrolysis Oil as Sustainable Fuels for HCCI Engines
Aug 2025
Publication
This review article provides an overview of the use of hydrogen and tyre pyrolysis oil as fuels for homogeneous charge compression ignition (HCCI) engines. It discusses their properties the ways they are produced and their sustainability which is of particular importance in the present moment. Both fuels have certain advantages but also throw up many challenges which complicate their application in HCCI engines. The paper scrutinises engine performance with hydrogen and tyre pyrolysis oil respectively and compares the fuels’ emissions a crucial focus from an environmental perspective. It also surveys related technologies that have recently emerged their effects and environmental impacts and the rules and regulations that are starting to become established in these areas. Furthermore it provides a comparative discussion of various engine performance data in terms of combustion behaviour emission levels fuel economy and potential costs or savings in real terms. The analysis reveals significant research gaps and recommendations are provided as to areas for future study. The paper argues that hydrogen and tyre pyrolysis oil might sometimes be used together or in complementary ways to benefit HCCI engine performance. The importance of life-cycle assessment is noted acknowledging also the requirements of the circular economy. The major findings are summarised with some comments on future perspectives for the use of sustainable fuels in HCCI engines. This review article provides a helpful reference for researchers working in this area and for policymakers concerned with establishing relevant legal frameworks as well as for companies in the sustainable transport sector.
Green Hydrogen Production in Photoelectrochemical Artificial-leaf Systems with Different Tandem Solar Cells: An Environmental and Economic Assessment of Industrial-scale Production in China
Aug 2025
Publication
Different photoelectrochemical (PEC) artificial-leaf systems have been proposed for green hydrogen production. However their sustainability is not well understood in comparison to conventional hydrogen technologies. To fill this gap this study estimates cradle-to-grave life cycle environmental impacts and costs of PEC hydrogen production in different provinces in China using diverse tandem solar cells: Ge/GaAs/GaInP (Ge-PEC) GaAs/ GaInAs/GaInP (GaAs-PEC) and perovskite/silicon (P-PEC). These systems are benchmarked against conventional hydrogen production technologies − coal gasification (CG) and steam methane reforming (SMR) − across 18 environmental categories life cycle costs and levelised cost of hydrogen (LCOH). P-PEC emerges as the best options with 36–95 % lower impacts than Ge-PEC and GaAs-PEC across the categories including the climate change impact (0.38–0.52 t CO2 eq./t H2) which is 77–79 % lower. Economically P-PEC shows 81–84 % lower LCOH (2.51–3.81 k$/t). Compared to SMR and CG P-PEC reduces the impacts by 23–98 % saving 3.67–38.5 Mt of CO2 eq./yr. While its LCOH is 5 % higher than that of conventional hydrogen it could be economically competitive with both SMR and CG at 10 % higher solar-to-hydrogen efficiency and 25 % lower operating costs. In contrast Ge-PEC and GaAs-PEC while achieving much lower (81–91 %) climate change and some other impacts than the conventional technologies face significant economic challenges. Their LCOH (21.51–32.82 k$/t for Ge-PEC and 16.96–25.89 k$/t for GaAs-PEC) is 7–9 times higher than that of the conventional hydrogen due to the high solar cell costs. Therefore despite their environmental benefits these technologies require substantial cost reductions to become economically viable.
Underground Hydrogen Storage in Engineered Lenses
Aug 2025
Publication
Hydrogen can play a significant role in Australian economy and Australia has set an ambitious goal to become a global leader in hydrogen industry as outlined in the National Hydrogen Strategy 2024. Hydrogen is an efficient energy carrier that can be used for both transporting and storing energy. Underground hydrogen storage (UHS) in aquifers depleted gas and oil reservoirs and salt caverns have been considered as a low-cost option for largescale storage of hydrogen. In this study a method for hydrogen storage in engineered (shallow) lenses is proposed where a lens is created in a very low permeability layered formation such as shales via opening the layers by a pressurised fluid. A preliminary overview of the Australian basins is presented focussing on the most suitable/obvious units for the purpose of creating engineered lenses for storage of hydrogen. Major engineering aspects of lenses such as size volume storage capacity storage time and hydrogen loss are reviewed followed by a Techno-Economic Analysis for the proposed hydrogen storage method. Initial modelling shows that up to 250 tonnes of hydrogen can be stored in shallow engineered lenses incurring a capital cost of 35.7 US$/kg and total annual operational cost of 7 US$/kg making the proposed storage method a competitive option against salt and lined rock caverns. Finally Monitoring and Verification (M&V) as part of storage assurance practice has been discussed and successful examples are presented.
Solid Oxide Electrolyzers Process Integration: A Comprehensive Review
Aug 2025
Publication
Solid oxide electrolysis (SOEL) has emerged as a promising technology for efficient hydrogen production. Its main advantages lie in the high operating temperatures which enhance thermodynamic efficiency and in the ability to supply part of the required energy in the form of heat. Nevertheless improving the long-term durability of stack materials remains a key challenge. Thermal energy can be supplied by dedicated integration with different industrial processes where the main challenge lies in the elevated stack operating temperature (700–900 ◦C). This review provides a comprehensive analysis of the integration of solid oxide electrolysis cells (SOECs) into different industrial applications. Main processes cover methanol production methane production Power-to-Hydrogen systems or the use of reversible solid oxide electrolysis cell (rSOEC) stacks that can operate in both electrolysis and fuel cell mode. The potential of co-electrolysis to increase process flexibility and broaden application areas is also analyzed. The aim is to provide a comprehensive analysis of the integration strategies identify the main technical and economic challenges and highlight recent developments and future trends in the field. A detailed comparison assessment of the different processes is being discussed in terms of electrical and thermal efficiencies and operating parameters as well as Key Performance Indicators (KPIs) for each process. Technical-economic challenges that are currently a barrier to their implementation in industry are also analyzed.
Production of Hydrogen from Packaging Wastes by Two-stage Pyrolysis
Aug 2025
Publication
Plastic waste continues to increasingly pollute the environment. Currently a significant portion of this waste is either landfilled or incinerated to generate energy which leads to substantial CO2 emissions. However thermochemical processing is a potential solution to create a circular economy with pyrolysis combined with the subsequent high-temperature treatment of the vapour-gas mixture being a method preferable to incineration. This study investigated the optimal conditions for the two-stage pyrolysis of non-recyclable plastic waste. The process involved a low-temperature treatment of feedstock followed by high-temperature exposure of the vapour-gas mixture in the presence of a carbon matrix. The final products of the two-stage pyrolysis were: synthesis gas mainly consisting of hydrogen and carbon monoxide; solid pyrolysis residue obtained in the first stage and high-carbon material during the second stage was obtained. The first stage of the two-stage pyrolysis was carried out at various temperatures ranging from 460 to 540 ◦C followed by cracking at 600 to 1000 ◦C with different ratios of packaging waste to wood charcoal (1:2 1:4 1:6). The conditions for obtaining more than 70 vol% hydrogen in the synthesis gas from packaging waste were determined the effect of changing the process parameters was studied. The decomposition kinetics of packaging waste showed activation energies of the first and second steps: 165 and 255 kJ/mol (Ozawa–Flynn–Wall method) 164 and 259 kJ/mol (Kissinger–Akahira–Sunose method) respectively. This work contributes to the study of efficient recycling methods for non-recyclable packaging waste and promotes advancements in sustainable waste management practices.
Hydrogen Permeation Resistance of PVDF–Graphene Nanocomposite Coatings for Metallic Pipelines
Aug 2025
Publication
Hydrogen-induced steel embrittlement imposes a technical difficulty in facilitating effective and safe hydrogen transportation via pipelines. This investigative study assesses the potency of polyvinylidene fluoride (PVDF)–graphene-based composite coatings in the inhibition of hydrogen permeation. Spin coating was the method selected for this study and varying graphene concentrations ranging from 0.1 to 1wt% were selected and applied to 306 stainless steel substrates. A membrane permeation cell was used in the evaluation of hydrogen permeability while the impact of graphene loading on coating performance was analyzed using the response surface methodology (RSM). The outcomes showed an inversely proportional relationship between the graphene concentration and hydrogen ingress. The permeation coefficient for pure PVDF was recorded as 16.74 which decreased to 14.23 12.10 and 11.46 for 0.3 0.5 and 1.0 wt% PVDF-G respectively with the maximum reduction of 31.6% observed at 1.0 wt%. ANOVA established statistical significance along with indications of strong projection dependability. However the inhibition reduction stabilized with increasing graphene concentrations likely caused by nanoparticle agglomeration. The results support the notion of PVDF–graphene’s potential as a suitable coating for the transformation of pipelines for hydrogen transport infrastructure. This research will aid in the establishment of suitable contemporary barrier coating materials which will enable the safe utilization of hydrogen energy in the current energy transportation grid.
Experimental Investigation of Caprock Sealing Capacity for Underground Hydrogen Storage
Aug 2025
Publication
Hydrogen is a key energy carrier in the global transition to low-carbon systems requiring scalable and secure storage solutions. While underground hydrogen storage (UHS) in salt caverns is proven its cost and limited geographic availability have led to growing interest in depleted oil and gas reservoirs. A critical factor in evaluating these reservoirs is the sealing capacity of the overlying caprock. This study presents a novel experimental protocol for assessing caprock integrity under UHS conditions using a custom-designed core-flooding apparatus integrated with a micro-capillary flow meter. This setup enables high-resolution measurements of ultra-low permeabilities (as low as 10 nano-Darcy) flow rates (down to 10 nano-liters/hour) threshold pressure and breakthrough pressure. Benchmark tests with nitrogen and methane were followed by hydrogen experiments across caprocks with a wide range of permeability and porosity. The results demonstrate clear trends between caprock properties and sealing performance providing a quantitative framework for evaluating UHS site suitability. Hydrogen showed slightly lower threshold and breakthrough pressures compared to other gases reinforcing the need for accurate site-specific caprock evaluation. The proposed method offers a robust approach for characterizing candidate storage sites in depleted reservoirs.
An International Review of Hydrogen Technology and Policy Developments, with a Focus on Wind- and Nuclear Power-Produced Hydrogen and Natural Hydrogen
Aug 2025
Publication
The potential for hydrogen to reshape energy systems has been recognized for over a century. Yet as decarbonization priorities have sharpened in many regions three distinct frontier areas are critical to consider: hydrogen produced from wind; hydrogen produced from nuclear power; and the development of natural hydrogen. These pathways reflect technology and policy changes including a 54% increase in the globally installed wind capacity since 2020 plus new signs of potential emerging in nuclear energy and natural hydrogen. Broadly speaking there are a considerable number of studies covering hydrogen production from electrolysis yet none systematically examine wind- and nuclear-derived hydrogen natural hydrogen or the policies that enable their adoption in key countries. This article highlights international policy and technology developments with a focus on prime movers: Germany China the US and Russia.
Biogeochemical Interactions and Their Role in European Underground Hydrogen Storage
Sep 2025
Publication
Integrating renewable energy requires robust large-scale storage solutions to balance intermittent supply. Underground hydrogen storage (UHS) in geological formations such as salt caverns depleted hydrocarbon reservoirs or aquifers offers a promising way to store large volumes of energy for seasonal periods. This review focuses on the biological aspects of UHS examining the biogeochemical interactions between H2 reservoir minerals and key hydrogenotrophic microorganisms such as sulfate-reducing bacteria methanogens acetogens and iron-reducing bacteria within the gas–liquid–rock–microorganism system. These microbial groups use H2 as an electron donor triggering biogeochemical reactions that can affect storage efficiency through gas loss and mineral dissolution–precipitation cycles. This review discusses their metabolic pathways and the geochemical interactions driven by microbial byproducts such as H2S CH4 acetate and Fe2+ and considers biofilm formation by microbial consortia which can further change the petrophysical reservoir properties. In addition the review maps 76 ongoing European projects focused on UHS showing 71% target salt caverns 22% depleted hydrocarbon reservoirs and 7% aquifers with emphasis on potential biogeochemical interactions. It also identifies key knowledge gaps including the lack of in situ kinetic data limited field-scale monitoring of microbial activity and insufficient understanding of mineral–microbe interactions that may affect gas purity. Finally the review highlights the need to study microbial adaptation over time and the influence of mineralogy on tolerance thresholds. By analyzing these processes across different geological settings and integrating findings from European research initiatives this work evaluates the impact of microbial and geochemical factors on the safety efficiency and long-term performance of UHS.
AI-driven Advances in Composite Materials for Hydrogen Storage Vessels: A Review
Sep 2025
Publication
This review provides a comprehensive examination of artificial intelligence methods applied to the design optimization and performance prediction of composite-based hydrogen storage vessels with a focus on composite overwrapped pressure vessels. Targeted at researchers engineers and industrial stakeholders in materials science mechanical engineering and renewable energy sectors the paper aims to bridge traditional mechanical modeling with evolving AI tools while emphasizing alignment with standardization and certification requirements to enhance safety efficiency and lifecycle integration in hydrogen infrastructure. The review begins by introducing HSV types their material compositions and key design challenges including high-pressure durability weight reduction hydrogen embrittlement leakage prevention and environmental sustainability. It then analyzes conventional approaches such as finite element analysis multiscale modeling and experimental testing which effectively address aspects like failure modes fracture strength liner damage dome thickness winding angle effects crash behavior crack propagation charging/discharging dynamics burst pressure durability reliability and fatigue life. On the other hand it has been shown that to optimize and predict the characteristics of hydrogen storage vessels it is necessary to combine the conventional methods with artificial intelligence methods as conventional methods often fall short in multi-objective optimization and rapid predictive analytics due to computational intensity and limitations in handling uncertainty or complex datasets. To overcome these gaps the paper evaluates hybrid frameworks that integrate traditional techniques with AI including machine learning deep learning artificial neural networks evolutionary algorithms and fuzzy logic. Recent studies demonstrate AI’s efficacy in failure prediction design optimization to mitigate structural risks structural health monitoring material property evaluation burst pressure forecasting crack detection composite lay-up arrangement weight minimization material distribution enhancement metal foam ratio optimization and optimal material selection. By synthesizing these advancements this work underscores AI’s potential to accelerate development reduce costs and improve HSV performance while advocating for physics-informed models robust datasets and regulatory alignment to facilitate industrial adoption.
Progress on Research and Application of Energy and Power Systems for Inland Waterway Vessels: A Case Study of the Yangtze River in China
Aug 2025
Publication
This study focuses on the power systems of inland waterway vessels in Chinese Yangtze River systematically outlining the low-carbon technology pathways for different power system types. A comparative analysis is conducted on the technical feasibility emission reduction potential and economic viability of LNG methanol ammonia pure electric and hybrid power systems revealing the bottlenecks hindering the large-scale application of each system. Key findings indicate that: (1) LNG and methanol fuels offer significant short-term emission reductions in internal combustion engine power systems yet face constraints from methane slip and insufficient green methanol production capacity respectively; (2) ammonia enables zero-carbon operations but requires breakthroughs in combustion stability and synergistic control of NOX; (3) electric vessels show high decarbonization potential but battery energy density limits their range while PEMFC lifespan constraints and SOFC thermal management deficiencies impede commercialization; (4) hybrid/range-extended power systems with superior energy efficiency and lower retrofitting costs serve as transitional solutions for existing vessels though challenged by inadequate energy management strategies and multi-equipment communication protocol interoperability. A phased transition pathway is proposed: LNG/methanol engines and hybrid systems dominate during 2025–2030; ammonia-powered systems and solid-state batteries scale during 2030–2035; post-2035 operations achieve zero-carbon shipping via green hydrogen/ammonia.
Medium Speed Lean Hydrogen Engine Modelling and Validation
Sep 2025
Publication
Hydrogen spark-ignition direct-injection engines result in no carbon emissions at use but NOX remains a challenge. This study demonstrates that with lean combustion (ϕ < 0.38) in-cylinder NOX can be reduced to a quarter of the current maritime regulatory limit. An original contribution of this work is the use of speciesresolved emissions formation across multiple engine load conditions. A novel chemically detailed combustion modelling framework was developed in CHEMKIN-Pro incorporating the evolution of the CRECK C1–C3 NOX mechanism for improved high-pressure accuracy. The framework was extensively validated using crank-angleresolved data across 9–18 bar loads. The model accurately reproduced pressure traces heat release angles and NOX. Mechanistic analysis revealed a shift from thermal Zeldovich NOX to intermediate-species (notably N2Odriven) as equivalence ratio and pressure varied. The findings highlighted the use of a high-fidelity chemical kinetic modelling framework not only to match experimental results but to gain physically grounded insight into actionable near-zero emission strategies.
Unified Case Study Analysis of Techno-Economic Tools to Study the Viability of Off-Grid Hydrogen Production Plants
Sep 2025
Publication
The increasing interest in off-grid green hydrogen production has elevated the importance of reliable techno-economic assessment (TEA) tools to support investment and planning decisions. However limited operational data and inconsistent modeling approaches across existing tools introduce significant uncertainty in cost estimations. This study presents a comprehensive review and comparative analysis of seven TEA tools—ranging from simplified calculators to advanced hourly based simulation platforms—used to estimate the Levelized Cost of Hydrogen (LCOH) in off-grid Hydrogen Production Plants (HPPs). A standardized simulation framework was developed to input consistent technical economic and financial parameters across all tools allowing for a horizontal comparison. Results revealed a substantial spread in LCOH values from EUR 5.86/kg to EUR 8.71/kg representing a 49% variation. This discrepancy is attributed to differences in modeling depth treatment of critical parameters (e.g. electrolyzer efficiency capacity factor storage and inflation) and the tools’ temporal resolution. Tools that included higher input granularity hourly data and broader system components tended to produce more conservative (higher) LCOH values highlighting the cost impact of increased modeling realism. Additionally the total project cost—more than hydrogen output—was identified as the key driver of LCOH variability across tools. This study provides the first multi-tool horizontal testing protocol a methodological benchmark for evaluating TEA tools and underscores the need for harmonized input structures and transparent modeling assumptions. These findings support the development of more consistent and reliable economic evaluations for off-grid green hydrogen projects especially as the sector moves toward commercial scale-up and policy integration.
Real-Time Energy Management of a Microgrid Using MPC-DDQN-Controlled V2H and H2V Operations with Renewable Energy Integration
Aug 2025
Publication
This paper presents the design and implementation of an Intelligent Home Energy Management System in a smart home. The system is based on an economically decentralized hybrid concept that includes photovoltaic technology a proton exchange membrane fuel cell and a hydrogen refueling station which together provide a reliable secure and clean power supply for smart homes. The proposed design enables power transfer between Vehicle-to-Home (V2H) and Home-to-Vehicle (H2V) systems allowing electric vehicles to function as mobile energy storage devices at the grid level facilitating a more adaptable and autonomous network. Our approach employs Double Deep Q-networks for adaptive control and forecasting. A Multi-Agent System coordinates actions between home appliances energy storage systems electric vehicles and hydrogen power devices to ensure effective and cost-saving energy distribution for users of the smart grid. The design validation is carried out through MATLAB/Simulink-based simulations using meteorological data from Tunis. Ultimately the V2H/H2V system enhances the utilization reliability and cost-effectiveness of residential energy systems compared with other management systems and conventional networks.
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