Publications
Genetic Algorithm-Based Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles
Aug 2025
Publication
Enhancing system durability and fuel economy stands as a crucial factor in the energy management of fuel cell hybrid vehicles. This paper proposes an Equivalent Consumption Minimization Strategy (ECMS) based on the Genetic Algorithm (GA) aiming to minimize the overall operating cost of the system. First this study establishes a dynamic model of the hydrogen–electric hybrid vehicle a static input–output model of the hybrid power system and an aging model. Next a speed prediction method based on an Autoregressive Integrated Moving Average (ARIMA) model is designed. This method fits a predictive model by collecting historical speed data in real time ensuring the robustness of speed prediction. Finally based on the speed prediction results an adaptive Equivalence Factor (EF) method using a GA is proposed. This method comprehensively considers fuel consumption and the economic costs associated with the aging of the hydrogen–electric hybrid system forming a total operating cost function. The GA is then employed to dynamically search for the optimal EF within the cost function optimizing the system’s economic performance while ensuring real-time feasibility. Simulation outcomes demonstrate that the proposed energy management strategy significantly enhances both the durability and fuel economy of the fuel cell hybrid vehicle.
Consequence Analysis of Liquid Hydrogen Leakage from Storage Tanks at Urban Hydrogen Refueling Stations: A Case Study
Aug 2025
Publication
Hydrogen energy is considered a crucial clean energy carrier for replacing fossil fuels in the future. Liquid hydrogen (LH2) with its economic advantages and high purity is central to the development of future hydrogen refueling stations (HRSs). However leakage poses significant fire and explosion risks challenging its safe industrial use. In this study a numerical model of LH2 leakage at an HRS in Chongqing was established using Computational Fluid Dynamics (CFD) software. The diffusion law of a flammable gas cloud (FGC) was examined under the synergistic effect of the leakage direction rate and wind speed of an LH2 storage tank in an HRS. The phase transition of LH2 presents dual risks of combustion and frostbite owing to the spatial overlap between low-temperature areas and FGCs. The findings revealed that the equivalent stoichiometric gas cloud volume (Q9) reached 685 m3 in the case of crosswind leakage with the superimposed effect of reflected waves from the LH2 transport vehicle resulting in a peak explosion overpressure of 0.61 bar. The low-temperature hazard area and the FGC (with a concentration of 30–75%) show significant spatial overlap. These research outcomes offer crucial theoretical underpinning for enhancing equipment layout optimization and safety protection strategies at HRSs.
Hydrogen Production by Water Electrolysis Driven by a Photovoltaic Source: A Review
May 2024
Publication
The integration of water electrolyzers and photovoltaic (PV) solar technology is a potential development in renewable energy systems offering new avenues for sustainable energy generation and storage. This coupling consists of using PV-generated electricity to power water electrolysis breaking down water molecules into hydrogen and oxygen. While oxygen is a useful byproduct the created hydrogen is used as a clean storable energy carrier or feedstock for numerous businesses. It is possible to operate the device with or without battery storage. When solar energy is combined with batteries excess solar energy may be stored for later use maximizing energy efficiency and guaranteeing a steady supply of electricity even in the absence of direct sunlight. On the other hand battery-free systems depend on the electrolyzer’s continuous power generation to convert solar energy into hydrogen during the day. In addition to allowing for the production of renewable hydrogenthis hybrid PV-solar and water electrolyzer setup contributes to grid stability by offering demand-side flexibility. Moreover the modularity of these systems enables scalability to meet diverse energy requirements spanning from residential to industrial applications thereby fostering a cleaner and more sustainable energy landscape. This review delves into various topologies for PV-driven electrolysis and conducts a thorough exploration of the dynamics of low-temperature water electrolyzers. Specifically it examines their integration with three primary technologies: Proton Exchange Membrane Alkaline and Anion Exchange Membrane shedding light on their implications for the broader integration landscape. Through detailed analysis and insights this study enriches the understanding of the potential and challenges inherent in the convergence of PV solar water electrolysis and renewable energy systems.
Catalysis as a Driver for Sustainable Technologies in Africa - A Perspective by the Catalysis Institute at the University of Cape Town
Mar 2023
Publication
One of the biggest global challenges we are facing today is the provision of affordable green and sustainable energy to a growing population. Enshrined in multiple United Nation Sustainable Development Goals – Goal 7: Affordable and Clean Energy; Goal 11: Sustainable Cities and Communities; Goal 12: Responsible Consumption and Production and Goal 13: Climate Action – as well as at the core of the Paris Agreement it is our task as scientists and engineers to develop innovative technologies that satisfy society’s needs while pivoting away from the use of fossil resources. This is a mammoth task with an ambitious timeline. The global development of the industrial sector as we know it is solely based on the exploitation of energy-rich fossil fuels that remain cost-competitive today. However a gradual change from a market driven to a policy-driven transition allows alternative technologies to make inroads and find applications. One of the most prominently discussed approaches is the Power-to-X (PtX) process envelope. It describes a series of catalytic conversions using only renewable energy water and captured CO2 to produce green hydrogen liquid hydrocarbon fuels and chemicals. Especially for sectors that are difficult or impossible to decarbonise such processes that effectively defossilising the production of energy and goods represent an important solution. The Catalysis Institute at the University of Cape Town (herein/after referred to as the Catalysis Institute) builds on decades of experience in the individual catalytic processes combined in the PtX concept. In collaboration with our global partners we are therefore able to develop technologies for the full value chain considering interdependencies and develop solutions for the African and indeed global society.
Optimization of Baseload Electricity and Hydrogen Services by Renewables for a Nuclear-sized District in South Italy
Nov 2024
Publication
We present an optimization model of an energy district in South Italy that supplies baseload electricity and hydrogen services. The district is sized such that a nuclear reactor could provide these services. We define scenarios for 2050 to explore the system effects of discount rate sensitivity vetoes on technologies and cost uncertainties. We address the following issues relevant to decarbonization in South Italy: land-based wind and solar vs. exclusive solar rooftop extra cost of a veto on nuclear conservative assumptions on future storage technology and the role of pumped hydro storage lack of low-cost geological storage of hydrogen and the industrial competitiveness of this carrier and the methanation synergy with the agroforestry sector. Our results quantify the high system cost of vetoes on land-based wind and solar. Nuclear may enter the optimal mix only with a veto against onshore wind and a hypothesis of equal project risk hence an equal discount rate with renewables. Scenarios with land-based wind and solar obtain low-cost hydrogen and thus allow industrial uses for this carrier. The methanation synergy with the agroforestry sector does not offer a system cost advantage but improves the district’s configuration. The extra cost of full decarbonization relative to unregulated fossil gas is small with land-based wind and solar and significant with vetoes to these technologies.
Spray Cooling for Enhancing Cooling Performance and Reducing Power Consumption of Radiator in Hydrogen Fuel Cell System
Feb 2025
Publication
During the development of hydrogen fuel cell systems with the augmentation of power conventional air-cooling systems which are frequently employed in portable scenarios encounter difficulties in maintaining the balance between radiator heat dissipation and power consumption. In contrast liquid-cooling systems are widely adopted in high-power applications. In this regard aiming to address the heat dissipation problem and make use of the wastewater from the stack tailpipe a novel spray cooling system integrated with the traditional air-cooling for the radiator of hydrogen fuel cell systems is put forward. Through experimental investigations based on heat transfer theory and the design principles of fuel cell systems it is discovered that under specific nozzle apertures and spray water pressures the heat dissipation rate can be enhanced by 40 % and 30 % respectively. With particular radiator internal water flow rates and fan speeds the heat dissipation rate can be increased by 30 % and 108 % respectively. And the spray angle of 60 ◦ is the best angle. In contrast to the conventional air-cooling system the spray-air cooling system exhibits a heat dissipation rate that is approximately 50 % higher. Exper imental analyses demonstrate that the new system effectively harnesses water resources and enhances the heat dissipation performance of the radiator thereby providing a technical reference for the application of spray cooling in the radiators of hydrogen fuel cell systems.
Fuel Cell Technology in the European Union - Status Report on Technology Development, Trends, Vlue Chains & Markets
Jan 2024
Publication
This report is an output of the Clean Energy Technology Observatory (CETO). CETO's objective is to provide an evidence-based analysis feeding the policy making process and hence increasing the effectiveness of R&I policies for clean energy technologies and solutions. It monitors EU research and innovation activities on clean energy technologies needed for the delivery of the European Green Deal; and assesses the competitiveness of the EU clean energy sector and its positioning in the global energy market. CETO is being implemented by the Joint Research Centre for DG Research and Innovation in coordination with DG Energy.
Cost-effect Scheduling of a Hydrogen-based Iron and Steel Plant Powered by a Grid-assisted Renewable Energy System
Feb 2025
Publication
The iron and steel industry contributes approximately 25% of global industrial CO2 emissions necessitating substantial decarbonisation efforts. Hydrogen-based iron and steel plants (HISPs) which utilise hydrogen-based direct reduction of iron ore followed by electric arc furnace steelmaking have attracted substantial research interest. However commercialisation of HISPs faces economic feasibility issues due to the high electricity costs of hydrogen production. To improve economic feasibility HISPs are jointly powered by local renewable generators and bulk power grid i.e. by a grid-assisted renewable energy system. Given the variability of renewable energy generation and time-dependent electricity prices flexible scheduling of HISP production tasks is essential to reduce electricity costs. However cost-effectively scheduling of HISP production tasks is non-trivial as it is subject to critical operational constraints arising from the tight coupling and distinct operational characteristics of HISPs sub-processes. To address the above issues this paper proposes an integrated resource-task network (RTN) to elaborately model the critical operational constraints such as resource balance task execution and transfer time. More specifically each sub-process is first modelled as an individual RTN which is then seamlessly integrated through boundary dependency constraints. By embedding the formulated operational constraints into optimisation a cost-effective scheduling model is developed for HISPs powered by the grid-assisted renewable energy system. Numerical results demonstrate that compared to conventional scheduling approaches the proposed method significantly reduces total operational costs across various production scales.
Systematic Analysis of the Hydrogen Value Chain from Production to Utilization
Jul 2025
Publication
Hydrogen produced from renewable sources has the potential to tackle various energy challenges from allowing cost-effective transportation of renewable energy from production to consumption regions to decarbonizing intensive energy consumption industries. Due to its application versatility and non-greenhouse gaseous emissions characteristics it is expected that hydrogen will play an important role in the decarbonization strategies set out for 2050. Currently there are some barriers and challenges that need to be addressed to fully take advantage of the opportunities associated with hydrogen. The present work aims to characterize the state of the art of different hydrogen production storage transport and distribution technologies which compose the hydrogen value chain. Based on the information collected it was possible to conclude the following: (i) Electrolysis is the frontrunner to produce green hydrogen at a large scale (efficiency up to 80%) since some of the production technologies under this category have already achieved a commercially available state; (ii) in the storage phase various technologies may be suitable based on specific conditions and purposes. Technologies of the physical-based type are the ones mostly used in real applications; (iii) transportation and distribution options should be viewed as complementary rather than competitive as the most suitable option varies based on transportation distance and hydrogen quantity; and (iv) a single value chain configuration cannot be universally applied. Therefore each case requires a comprehensive analysis of the entire value chain. Methodologies like life cycle assessment should be utilized to support the decision-making process.
An Innovatively Designed Community-based Hybrid Energy System to Generate its Needs of Electricity, Heat, Hot Water and Hydrogen in a Sustainable Manner
Jun 2025
Publication
This study introduces an innovative nuclear-biomass integrated energy and cleaner production multigeneration system incorporating sonohydrogen technology and a desalination unit for the sustainable and efficient production of hydrogen electricity hot water and heat. A small modular nuclear reactor acts as the primary energy source ensuring stable and low-carbon power generation while enhancing hydrogen yield through sonochemical processes. Biomass-derived biogas is strategically utilized for both electricity generation and hydrogen production via steam methane reforming. The heat wasted in the system is efficiently utilized. A high-performance multistage flash desalination unit converts some of the waste heat into desalinated seawater. In addition a portion of the waste heat is utilized for heat production. The results of this study show that the overall energy and exergy efficiencies of the integrated system are 82.7 % and 68.3 % respectively. Through detailed energy and exergy assessments the study demonstrates the feasibility of the proposed system in enhancing energy conversion efficiency improving waste heat utilization and increasing sustainability. In addition the results of the cost assessment show that the integrated energy system is economically viable in the long term with hydrogen production driving substantial annual revenue and profitability projected within the first decade of operation. The findings highlight the system’s potential to contribute to cleaner energy production by reducing greenhouse gas emissions maximizing resource efficiency and advancing hydrogen and freshwater production technologies.
How the Boundaries of the Supply Chain Affect Climate Profile: The Case of Renewable Electricity and Green Hydrogen for Italy and the UK
Feb 2025
Publication
Green hydrogen obtained from renewable electricity can play an essential role in the decarbonization of different sectors. The reliability of the data used to model the entire supply chain is a crucial parameter in Life Cycle Assessment. In this study the authors show how photovoltaic and wind electricity supply chains influence the carbon footprint of green H2. While most published studies rely on default datasets from commercial libraries the current work exploits the actual supply chain of the PV panels and builds an updated average European wind turbine supply chain. The updated values for PV-based H2 experiencing a 40–60% reduction are 2.7 and 1.8 kg CO2 eq./kg H2 for the UK and Italy. The carbon footprint of UK offshore wind-based H2 can be reduced up to 24% and get close to 0.6 kg CO2 eq./kg H2. The findings emphasize the sensitivity of the final climate profile generated by the processes upstream of the electrolysis system.
Roadmap for the Decarbonization of Domestic Passenger Ferries in the Republic of Korea
Feb 2025
Publication
This study examines the steps to lower air emissions in South Korea’s domestic shipping sector. It highlights the significant contributions of the sector to air pollution and greenhouse gas emissions emphasizing its impact on environmental sustainability and climate change mitigation. By looking at the current shipping energy use and emissions the research identifies ways to reduce the environmental impact of domestic shipping. Data was collected from domestic ferry routes and the fuel use was reviewed with respect to existing global technologies for reducing emissions. The results show that operational changes and current energy-efficient technologies can quickly cut emissions. Furthermore a long-term plan is suggested involving the development of new ship designs and the use of net-zero fuels like biofuels methanol hydrogen and ammonia. These efforts aim to meet climate goals targeting a 40% reduction in greenhouse emissions by 2030 and a 70% reduction by 2050 making South Korea’s shipping industry more sustainable and resilient.
A Review of Influence of Hydrogen on Fracture Toughness and Mechanical Properties of Gas Transmission Pipeline Steels
Jan 2025
Publication
The existing gas transmission pipeline network can be a convenient and cost-effective way to transport hydrogen. However hydrogen can cause hydrogen embrittlement (HE) of the steels used in pipeline construction. HE is typically manifested as a reduction in fracture toughness and ductility. To ensure structural integrity it is thus important to understand the fracture toughness of pipeline steels in hydrogen gas at pipeline pressures. This paper reviews (i) the influence of hydrogen on the fracture toughness of pipeline steels and (ii) the phenomena that occurs during fracture toughness tests of pipeline steel in air and hydrogen. Also reviewed are (i) the in fluence of hydrogen on tensile properties and (ii) the diffusion and solubility of hydrogen in pipeline steels under conditions relevant to hydrogen transport in gas transmission pipelines.
Green Hydrogen in Jordan: Stakeholder Perspectives on Technological, Infrastructure, and Economic Barriers
Jul 2025
Publication
Green hydrogen produced via renewable-powered electrolysis offers a promising path toward deep decarbonisation in energy systems. This study investigates the major technological infrastructural and economic challenges facing green hydrogen production in Jordan—a resource-constrained yet renewable-rich country. Key barriers were identified through a structured survey of 52 national stakeholders including water scarcity low electrolysis efficiency limited grid compatibility and underdeveloped transport infrastructure. Respondents emphasised that overcoming these challenges requires investment in smart grid technologies seawater desalination advanced electrolysers and policy instruments such as subsidies and public–private partnerships. These findings are consistent with global assessments which recognise similar structural and financial obstacles in scaling up green hydrogen across emerging economies. Despite the constraints over 50% of surveyed stakeholders expressed optimism about Jordan’s potential to develop a competitive green hydrogen sector especially for industrial and power generation uses. This paper provides empirical context-specific insights into the conditions required to scale green hydrogen in developing economies. It proposes an integrated roadmap focusing on infrastructure modernisation targeted financial mechanisms and enabling policy frameworks.
Simulation of PEM Electrolyzer Power Management with Renewable Generation in Owerri, Nigeria
Jan 2025
Publication
Proton exchange membrane electrolyzers are an attractive technology for hydrogen production due to their high efficiency low maintenance cost and scalability. To receive these benefits however electrolyzers require high power reliability and have relatively high demand. Due to their intermittent nature integrating renewable energy sources like solar and wind has traditionally resulted in a supply too sporadic to consistently power a proton exchange membrane electrolyzer. This study develops an electrolyzer model operating with renewable energy sources at a highly instrumented university site. The simulation uses dynamic models of photovoltaic solar and wind systems to develop models capable of responding to changing climatic and seasonal conditions. The aim therefore is to observe the feasibility of operating a proton exchange membrane system fuel cell yearround at optimal efficiency. To address the problem of feasibility with dynamic renewable generation a case study demonstrates the proposed energy management system. A site with a river onsite is chosen to ensure sufficient wind resources. Aside from assessing the feasibility of pairing renewable generation with proton exchange membrane systems this project shows a reduction in the intermittency plaguing previous designs. Finally the study quantifies the performance and effectiveness of the PEM energy management system design. Overall this study highlights the potential of proton exchange membrane electrolysis as a critical technology for sustainable hydrogen production and the importance of modeling and simulation techniques in achieving its full potential.
Barriers to Creating a Market for Hydrogen: Insights from Global Roadmaps and Stakeholders in the United States
Feb 2025
Publication
We analyze barriers to setting up a hydrogen market by using a PESTEL framework that examines political economic social technological environmental and legal barriers. This framework is advantageous for analyzing macro-environmental factors to understand potential challenges and opportunities in creating such a market. Internationally the framework was applied to analyzing barriers in 56 national hydrogen roadmaps and domestically in the U.S. to semi-structured interviews with 43 stakeholders involved with hydrogen projects across the U.S. today. In the country-level international analysis infrastructure development was the most identified barrier with 43 countries including this factor. Infrastructure development included infrastructure for hydrogen storage transportation and distribution and frequently alluded not only to the need for the infra structure but also the costs associated. The second most identified barrier was related to the need for market development - including but not limited to capital costs economic competition supply and demand matching and first-mover reticence. For the domestic analysis results from qualitative content analysis confirmed considerable variability across regions and stakeholder backgrounds. Particularly notable were divergent views about the importance of public understanding of and support for hydrogen projects with industry respondents arguing this was not important and government and academic respondents considering it very important. The barriers seen as having the largest impact on deployment of hydrogen projects was a lack of regulatory clarity and lack of decision makers’ knowledge and awareness. Domestically the most often introduced barriers were the need for the support of market demand and the need to develop a hydrogen workforce.
A Multi-agent Optimal Operation Methodology of Electric, Thermal, and Hydrogen Integrated Energy System based on ADMM Algorithm
Aug 2024
Publication
This article presents a study on the distributed optimization operation method for micro-energy grid clusters within an electric thermal and hydrogen integrated energy system. The research focuses on precisely modeling the Power-toHydrogen (P2H) conversion process in electrolytic cells by considering their startup characteristics. An optimization operation model is established with each micro-energy grid as the principal entity to cater to their individual interests and demands. The Alternating Direction Method of Multipliers (ADMM) algorithm is adopted for distributed solution. Case studies demonstrate that the connection topology between micro-energy grids significantly impacts the total operating cost and the effectiveness of the ADMM algorithm is validated through a comparison with centralized optimization approaches.
A Model for Assessing the Risk of Liquid Hydrogen Transport through Road Tunnels
Sep 2023
Publication
Among the new energy carriers aimed at reducing greenhouse gas emissions the use of hydrogen is expected to grow significantly in various applications and sectors (i.e. industrial commercial transportation etc.) due to its high energy content by weight and zero carbon emissions. The increasingly widespread use of hydrogen will require massive distribution from production sites to final consumers and the delivery by means of liquid hydrogen road tankers may be a suitable cost-effective option for market penetration in the short-medium term. Liquid hydrogen (LH2) presents different hazards compared to gaseous hydrogen and an accidental release in confined spaces such as road tunnels might lead to the formation of a flammable hydrogen cloud that might deflagrate or even detonate. Nevertheless the potential negative effects on users in the event of accidental leakage of liquid hydrogen from a tanker in road tunnels so far have not been sufficiently investigated. Therefore a 3D Computational Fluid Dynamics model for the release of LH2 and its dispersion within a road tunnel was developed in this study. The proposed model was validated by a comparison with certain experimental and numerical studies found in the literature. Such modeling is demanding for long tunnels. Therefore the results of the simulations (e.g. the amount of hydrogen contained within the cloud) were combined with established simplified consequence methods to estimate the overpressures generated from a potential hydrogen deflagration. This was then used to evaluate the effects on users while evacuating from the tunnel. The findings showed that the worst scenario is when the release is in the middle of the tunnel length and the ignition occurs 90 s after the leakage.
Numerical Analysis of Dual Fuel Combustion in a Medium Speed Marine Engine Supplied with Methane/Hydrogen Blends
Sep 2023
Publication
Compression ignition engines will still be predominant in the naval sector: their high efficiency high torque and heavy weight perfectly suit the demands and architecture of ships. Nevertheless recent emission legislations impose limitations to the pollutant emissions levels in this sector as well. In addition to post-treatment systems it is necessary to reduce some pollutant species and therefore the study of combustion strategies and new fuels can represent valid paths for limiting environmental harmful emissions such as CO2 . The use of methane in dual fuel mode has already been implemented on existent vessels but the progressive decarbonization will lead to the utilization of carbon-neutral or carbon-free fuels such as in the last case hydrogen. Thanks to its high reactivity nature it can be helpful in the reduction of exhaust CH4 . On the contrary together with the high temperatures achieved by its oxidation hydrogen could cause uncontrolled ignition of the premixed charge and high emissions of NOx. As a matter of fact a source of ignition is still necessary to have better control on the whole combustion development. To this end an optimal and specific injection strategy can help to overcome all the before-mentioned issues. In this study three-dimensional numerical simulations have been performed with the ANSYS Forte® software (version 19.2) in an 8.8 L dual fuel engine cylinder supplied with methane hydrogen or hydrogen–methane blends with reference to experimental tests from the literature. A new kinetic mechanism has been used for the description of diesel fuel surrogate oxidation with a set of reactions specifically addressed for the low temperatures together with the GRIMECH 3.0 for CH4 and H2 . This kinetics scheme allowed for the adequate reproduction of the ignition timing for the various mixtures used. Preliminary calculations with a one-dimensional commercial code were performed to retrieve the initial conditions of CFD calculations in the cylinder. The used approach demonstrated to be quite a reliable tool to predict the performance of a marine engine working under dual fuel mode with hydrogen-based blends at medium load. As a result the system modelling shows that using hydrogen as fuel in the engine can achieve the same performance as diesel/natural gas but when hydrogen totally replaces methane CO2 is decreased up to 54% at the expense of the increase of about 76% of NOx emissions.
Laminar Burning Velocities of Hydrogen-Blended Methane–Air and Natural Gas–Air Mixtures, Calculated from the Early Stage of p(t) Records in a Spherical Vessel
Nov 2021
Publication
The flammable hydrogen-blended methane–air and natural gas–air mixtures raise specific safety and environmental issues in the industry and transportation; therefore their explosion characteristics such as the explosion limits explosion pressures and rates of pressure rise have significant importance from a safety point of view. At the same time the laminar burning velocities are the most useful parameters for practical applications and in basic studies for the validation of reaction mechanisms and modeling turbulent combustion. In the present study an experimental and numerical study of the effect of hydrogen addition on the laminar burning velocity (LBV) of methane–air and natural gas–air mixtures was conducted using mixtures with equivalence ratios within 0.90 and 1.30 and various hydrogen fractions rH within 0.0 and 0.5. The experiments were performed in a 14 L spherical vessel with central ignition at ambient initial conditions. The LBVs were calculated from p(t) data determined in accordance with EN 15967 by using only the early stage of flame propagation. The results show that hydrogen addition determines an increase in LBV for all examined binary flammable mixtures. The LBV variation versus the fraction of added hydrogen rH follows a linear trend only at moderate hydrogen fractions. The further increase in rH results in a stronger variation in LBV as shown by both experimental and computed LBVs. Hydrogen addition significantly changes the thermal diffusivity of flammable CH4–air or NG–air mixtures the rate of heat release and the concentration of active radical species in the flame front and contribute thus to LBV variation.
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