Applications & Pathways
Assessment of Selected Alternative Fuels for Spanish Navy Ships According to Multi-Criteria Decision Analysis
Dec 2023
Publication
Climate change and environmental degradation are growing concerns in today’s society which has led to greater awareness and responsibility regarding the need to adopt sustainable practices. The European Union has established the goal of achieving climate neutrality by 2050 which implies a significant reduction in greenhouse gas emissions in all sectors. To achieve this goal renewable energies the circular economy and energy efficiency are being promoted. A major source of emissions is the use of fossil fuels in different types of ships (from transport ships to those used by national navies). Among these it highlights the growing interest of the defense sector in trying to reduce these emissions. The Spanish Ministry of Defense is also involved in this effort and is taking steps to reduce the carbon footprint in military operations and improve sustainability in equipment acquisition and maintenance. The objective of this study is to identify the most promising alternative fuel among those under development for possible implementation on Spanish Navy ships in order to reduce greenhouse gas emissions and improve its capabilities. To achieve this a multi-criteria decision-making method will be used to determine the most viable fuel option. The data provided by the officers of the Spanish Navy is of great importance thanks to their long careers in front of the ships. The analysis revealed that hydrogen was the most suitable fuel with the highest priority ahead of LNG and scored the highest in most of the sections of the officials’ ratings. These fuels are less polluting and would allow a significant reduction in emissions during the navigation of ships. However a further study would also have to be carried out on the costs of adapting to their use and the safety of their use.
Multi-Temporal Energy Management Strategy for Fuel Cell Ships Considering Power Source Lifespan Decay Synergy
Dec 2024
Publication
With increasingly stringent maritime environmental regulations hybrid fuel cell ships have garnered significant attention due to their advantages in low emissions and high efficiency. However challenges related to the coordinated control of multi-energy systems and fuel cell degradation remain significant barriers to their practical implementation. This paper proposes an innovative multi-timescale energy management strategy that focuses on optimizing the lifespan decay synergy of fuel cells and lithium batteries. The study designs an attention-based CNN-LSTM hybrid model for power prediction and constructs a twostage optimization framework: The first stage employs Model Predictive Control (MPC) for long-term power planning to optimize equivalent hydrogen consumption while the second stage focuses on real-time power allocation considering both power source degradation and system operational efficiency. The simulation results demonstrate that compared to single-layer MPC and the Equivalent Consumption Minimization Strategy (ECMS) the proposed method exhibits significant advantages in reducing single-voyage costs minimizing differences in power source degradation rates and alleviating power source stress. The overall performance of this strategy approaches the global optimal solution obtained through Dynamic Programming comprehensively validating its superiority in simultaneously optimizing system economics and durability.
Multi-functional Hybrid Energy System for Zero-energy Residential Buildings: Integrating Hydrogen Production and Renewable Energy Solutions
Jan 2025
Publication
The increasing global residential energy demand causes carbon emissions and ecological impacts necessitating cleaner efficient solutions. This study presents an innovative hybrid energy system integrating wind power and gas turbines for a four-story 16-unit residential building. The system generates electricity heating cooling and hydrogen using a Proton Exchange Membrane electrolyzer and a compression chiller. Integrating the electrolyzer enables hydrogen production and demonstrates hydrogen’s potential as a versatile clean energy carrier for systems contributing to advancements in hydrogen utilization. Simulations with Engineering Equation Solver software coupled with neural network-based multi-objective optimization fine-tuned parameters such as gas turbine efficiency wind turbine count and gas turbine inlet temperature to enhance exergy efficiency and reduce operational costs. The optimized system achieves an energy efficiency of 33.69% and an exergy efficiency of 36.95% and operates at $446.04 per hour demonstrating economic viability. It produces 51061 MWh annually exceeding the building’s energy demands and allowing surplus energy use elsewhere. BEopt simulations confirm the system meets residential needs by providing 2.52 GWh of electricity 3.36 GWh of heating and 5.11 GWh of cooling annually. This system also generates 10 kg of hydrogen per hour and achieves a CO₂ reduction of 10416 tons/year. The wind farm (25 turbines) provides most of the energy at 396.7 dollars per hour while the gas turbine operates at 80% efficiency. By addressing the challenges of intermittent renewable energy in residential Zero-Energy Buildings this research offers a scalable and environmentally friendly solution contributing to sustainable urban living and advancing hydrogen energy applications.
Transitioning to a Renewable Hydrogen System: Optimal Infrastructure for Self-sufficient Hydrogen Supply in Austria by 2030
Aug 2024
Publication
In this study we employ an optimization model to optimally design a self-sufficient independent of any imports and exports hydrogen infrastructure for Austria by 2030. Our approach integrates key hydrogen technologies within a detailed spatial investment and operation model – coupled with a European scale electricity market model. We focus on optimizing diverse infrastructure componentsincluding trailers pipelines electrolyzers and storages to meet Austria's projected hydrogen demand. To accurately estimate this demand in hourly resolution we combine existing hydrogen strategies and projections to account for developments in various industrial sectors consider demand driven by the transport sector and integrate hydrogen demand arising from its use in gas-powered plants. Accounting for the inherent uncertainty linked to such projections we run the analysis for two complementary scenarios. Our approach addresses the challenges of integrating large quantities of renewable hydrogen into a future energy system by recognizing the critical role of domestic production in the early market stages. The main contribution of this work is to address the gap in optimizing hydrogen infrastructure for effective integration of domestic renewable hydrogen production in Austria by 2030 considering sector coupling potentials optimal electrolyzer placement and the design of local hydrogen networks.
Design, Development, and Performance of a 10 kW Polymer Exchange Membrane Fuel Cell Stack as Part of a Hybrid Power Source Designed to Supply a Motor Glider
Aug 2020
Publication
A 10 kW PEMFC (polymer exchange membrane fuel cell) stack consisting of two 5 kW modules (A) and (B) connected in series with a multi-function controller unit was constructed and tested. The electrical performance of the V-shaped PEMFC stack was investigated under constant and variable electrical load. It was found that the PEMFC stack was capable of supplying the required 10 kW of electrical power. An optimised purification process via ‘purge’ or humidification implemented by means of a short-circuit unit (SCU) control strategy enabled slightly improved performance. Online monitoring of the utilisation of the hydrogen system was developed and tested during the operation of the stack especially under variable electrical load. The air-cooling subsystem consisting of a common channel connecting two 5 kW PEMFC modules and two cascade axial fans was designed manufactured using 3D printing technology and tested with respect to the electrical performance of the device. The dependence of total partial-pressure drop vs. ratio of air volumetric flow for the integrated PEMFC stack with cooling devices was also determined. An algorithm of stack operation involving thermal humidity and energy management was elaborated. The safety operation and fault diagnosis of the PEMFC stack was also tested.
Process Path for Reducing Carbon Emissions from Steel Industry—Combined Electrification and Hydrogen Reduction
Jan 2024
Publication
This review focuses on the energy structure of iron and steel production and a feasible development path for carbon reduction. The process path and feasible development direction of carbon emission reduction in the iron and steel industry have been analyzed from the perspective of the carbon–electricity–hydrogen ternary relationship. Frontier technologies such as “hydrogen replacing carbon” are being developed worldwide. Combining the high efficiency of microwave electric-thermal conversion with the high efficiency and pollution-free advantages of hydrogen-reducing agents may drive future developments. In this review a process path for “microwave + hydrogen” synergistic metallurgy is proposed. The reduction of magnetite powder by H2 (CO) in a microwave field versus in a conventional field is compared. The driving effect of the microwave field is found to be significant and the synergistic reduction effect of microwaves with H2 is far greater than that of CO.
Technoeconomic, Environmental and Multi-criteria Decision Making Investigations for Optimisation of Off-grid Hybrid Renewable Energy System with Green Hydrogen Production
Jan 2024
Publication
The current study presents a comprehensive investigation of different energy system configurations for a remote village community in India with entirely renewable electricity. Excess electricity generated by the systems has been stored using two types of energy storage options: lithium-ion batteries and green hydrogen production through the electrolysers. The hybrid renewable energy system (HRES) configurations have been sized by minimising the levelised cost of energy (LCOE). In order to identify the best-performing HRES configuration economic and environmental performance indicators has been analysed using the multi-criteria decision-making method (MCDM) TOPSIS. Among the evaluated system configurations system-1 with a photovoltaic panel (PV) size of 310.24 kW a wind turbine (WT) size of 690 kW a biogas generator (BG) size of 100 kW a battery (BAT) size of 174 kWh an electrolyser (ELEC) size of 150 kW a hydrogen tank (HT) size of 120 kg and a converter (CONV) size of 106.24 kW has been found to be the best-performing system since it provides the highest relative closeness (RC) value (∼0.817) and also has the lowest fuel consumption rate of 2.31 kg/kWh. However system-6 shows the highest amount of CO2 (143.97 kg/year) among all the studied system configurations. Furthermore a detailed technical economic and environmental analysis has been conducted on the optimal HRES configuration. The minimum net present cost (NPC) LCOE and cost of hydrogen (COH) for system 1 has been estimated to be $1960584 $0.44/kWh and $22.3/kg respectively.
Identification of Hydrogen-Energy-Related Emerging Technologies Based on Text Mining
Dec 2023
Publication
As a versatile energy carrier hydrogen possesses tremendous potential to reduce greenhouse emissions and promote energy transition. Global interest in producing hydrogen from renewable energy sources and transporting storing and utilizing hydrogen is rising rapidly. However the high costs of producing clean hydrogen and the uncertain application scenarios for hydrogen energy result in its relatively limited utilization worldwide. It is necessary to find new promising technological paths to drive the development of hydrogen energy. As part of technological innovation emerging technologies have vital features such as prominent impact novelty relatively fast growth etc. Identifying emerging hydrogen-energy-related technologies is important for discovering innovation opportunities during the energy transition. Existing research lacks analysis of the characteristics of emerging technologies. Thus this paper proposes a method combining the latent Dirichlet allocation topic model and hydrogen-energy expert group decision-making. This is used to identify emerging hydrogen-related technology regarding two features of emerging technologies novelty and prominent impact. After data processing topic modeling and analysis the patent dataset was divided into twenty topics. Six emerging topics possess novelty and prominent impact among twenty topics. The results show that the current hotspots aim to promote the application of hydrogen energy by improving the performance of production catalysts overcoming the wide power fluctuations and large-scale instability of renewable energy power generation and developing advanced hydrogen safety technologies. This method efficiently identifies emerging technologies from patents and studies their development trends. It fills a gap in the research on emerging technologies in hydrogen-related energy. Research achievements could support the selection of technology pathways during the low-carbon energy transition.
Hydrogen as an Alternative Fuel: A Comprehensive Review of Challenges and Opportunities in Production, Storage, and Transportation
Jan 2025
Publication
The rapid growth of the global population and industrial activities has significantly increased greenhouse gases (GHGs) emissions with projections indicating a temperature rise of 3–6 ◦C by 2050. Urgent action is needed to limit global warming to 1.5 ◦C above pre-industrial levels. Hydrogen with its high energy density and compatibility with renewable energy systems presents a promising clean energy solution to mitigate GHGs emissions. Yet its widespread adoption faces challenges such as high production costs limited infrastructure and an underdeveloped value chain. At present approximately 96% of global hydrogen production relies on fossil fuels contributing to substantial emissions while only 4% comes from water electrolysis. Green hydrogen produced via electrolysis with 55–80% efficiency remains expensive at $2.28–7.39/kg compared to grey hydrogen at $0.67–1.31/kg which generates 8.5 kg CO₂ per kg of hydrogen production. Hydrogen’s low density poses challenges for storage while transportation risks and insufficient infrastructure create further obstacles. The lack of global standards and investment uncertainties further impede the development of a comprehensive hydrogen economy. This review evaluates hydrogen’s potential as a sustainable energy carrier providing in sights into advancements and ongoing challenges in production storage and transportation. Key findings highlight the necessity of coordinated efforts to enhance storage technologies lower production costs and establish supportive policies highlighting hydrogen’s critical role in achieving a sustainable energy transition.
Active Energy Management Based on Meta-Heuristic Algorithms of Fuel Cell/Battery/Supercapacitor Energy Storage System for Aircraft
Mar 2021
Publication
This paper presents the application of an active energy management strategy to a hybrid system consisting of a proton exchange membrane fuel cell (PEMFC) battery and supercapacitor. The purpose of energy management is to control the battery and supercapacitor states of charge (SOCs) as well as minimizing hydrogen consumption. Energy management should be applied to hybrid systems created in this way to increase efficiency and control working conditions. In this study optimization of an existing model in the literature with different meta-heuristic methods was further examined and results similar to those in the literature were obtained. Ant lion optimizer (ALO) moth-flame optimization (MFO) dragonfly algorithm (DA) sine cosine algorithm (SCA) multi-verse optimizer (MVO) particle swarm optimization (PSO) and whale optimization algorithm (WOA) meta-heuristic algorithms were applied to control the flow of power between sources. The optimization methods were compared in terms of hydrogen consumption and calculation time. Simulation studies were conducted in Matlab/Simulink R2020b (academic license). The contribution of the study is that the optimization methods of ant lion algorithm moth-flame algorithm and sine cosine algorithm were applied to this system for the first time. It was concluded that the most effective method in terms of hydrogen consumption and computational burden was the sine cosine algorithm. In addition the sine cosine algorithm provided better results than similar meta-heuristic algorithms in the literature in terms of hydrogen consumption. At the same time meta-heuristic optimization algorithms and equivalent consumption minimization strategy (ECMS) and classical proportional integral (PI) control strategy were compared as a benchmark study as done in the literature and it was concluded that meta-heuristic algorithms were more effective in terms of hydrogen consumption and computational time.
Optimal Scheduling of an Electric-Hydrogen-Integrated Energy System Considering Virtual Energy Storage
Jan 2024
Publication
In this paper a two-layer optimization approach is proposed to facilitate the multi-energy complementarity and coupling and optimize the system configuration in an electric-hydrogen-integrated energy system (EH-IES). Firstly an EH-IES with virtual energy storage is proposed to reduce the cost of physical energy storage equipment. Secondly a two-layer optimal allocation method is proposed under a multi-timescale strategy to examine the comprehensive evaluation index of environmental protection and economy. The upper layer utilizes the NSGA-II multi-objective optimization method for system capacity allocation while the lower layer performs economic dispatch at the lowest cost. Ultimately the output includes the results of the equipment capacity allocation of the EH-IES that satisfies the reliability constraint interval and the daily scheduling results of the equipment. The results demonstrate that the electric-hydrogen-integrated energy system with the coupling of multiple energy equipment not only enhances the utilization of renewable energy sources but also reduces the usage of fossil energy and improves the system’s reliability.
Selecting Appropriate Energy Source Options for an Arctic Research Ship
Dec 2023
Publication
Interest in more sustainable energy sources has increased rapidly in the maritime industry and ambitious goals have been set for decreasing ship emissions. All industry stakeholders have reacted to this with different approaches including the optimisation of ship power plants the development of new energy-improving sub-systems for existing solutions or the design of entirely novel power plant concepts employing alternative fuels. This paper assesses the feasibility of different ship energy sources for an icebreaking Arctic research ship. To that end possible energy sources are assessed based on fuel infrastructure availability and operational endurance criteria in the operational area of interest. Promising alternatives are analysed further using the evidence-based Strengths Weaknesses Opportunities and Threats (SWOT) method. Then a more thorough investigation with respect to the required fuel tank space life cycle cost and CO2 emissions is implemented. The results demonstrate that marine diesel oil (MDO) is currently still the most convenient solution due to the space operational range and endurance limitations although it is possible to use liquefied natural gas (LNG) and methanol if the ship’s arrangement is radically redesigned which will also lead to reduced emissions and life cycle costs. The use of liquefied hydrogen as the only energy solution for the considered vessel was excluded from the potential options due to low volumetric energy density and high life cycle and capital costs. Even if it is used with MDO for the investigated ship the reduction in CO2 emissions will not be as significant as for LNG and methanol at a much higher capital and lifecycle cost. The advantage of the proposed approach is that unrealistic alternatives are eliminated in a systematic manner before proceeding to detailed techno-economic analysis facilitating the decision-making and investigation of various options in a more holistic manner.
A Systematic Review: The Role of Emerging Carbon Capture and Conversion Rechnologies for Energy Transition to Clean Hydrogen
Feb 2024
Publication
The exploitation of fossil fuels in various sectors such as power and heat generation and the transportation sector has been the primary source of greenhouse gas (GHG) emissions which are the main contributors to global warming. Qatar's oil and gas sector notably contributes to CO2 emissions accounting for half of the total emissions. Globally it is essential to transition into cleaner fossil fuel production to achieve carbon neutrality on a global scale. In this paper we focus on clean hydrogen considering carbon capture to make hydrogen a viable low carbon energy alternative for the transition to clean energy. This paper systematically reviews emerging technologies in carbon capture and conversion (CCC). First the road map stated by the Intergovernmental Panel on Climate Change (IPCC) to reach carbon neutrality is discussed along with pathways to decarbonize the energy sector in Qatar. Next emerging CO2 removal technologies including physical absorption using ionic liquids chemical looping and cryogenics are explored and analyzed regarding their advancement and limitations CO2 purity scalability and prospects. The advantages limitations and efficiency of the CO2 conversion technology to value-added products are grouped into chemical (plasma catalysis electrochemical and photochemical) and biological (photosynthetic and non-photosynthetic). The paper concludes by analyzing pathways to decarbonize the energy sector in Qatar via coupling CCC technologies for low-carbon hydrogen highlighting the challenges and research gaps.
Net Zero Fuel (Mixed Hydrogen and Biofuels) Cement Clinker: Characterisation, Microstructure, and Performance
Oct 2024
Publication
Over 35% of the CO2 associated with cement production comes from operational energy. The cement industry needs alternative fuels to meet its net zero emissions target. This study investigated the influence of hydrogen mixed with biofuels herein designated net zero fuel as an alternative to coal on the clinker quality and performance of cement produced in an industrial cement plant. Scanning electron microscopy X-ray diffraction and nuclear magnetic resonance were coupled to study the clinker mineralogy and polymorphs. Hydration and microstructure development in plain and slag blended cements based on the clinker were compared to commercial cement equivalent. The results revealed a lower alite/belite ratio but a significant proportion of the belite was of the α’H-C2S polymorph. These reacted faster and compensated for the alite/belite ratio. Gel and micro-capillary pores were densified which reduced total porosity and attained comparable strength to the reference plain and blended cement. This study demonstrates that the investigated net zero fuel-produced clinker meets compositional and strength requirements for plain and blended cement providing a feasible pathway for the cement industry to lower its operational carbon significantly.
Towards Sustainable Mobility: A Systematic Review of Hydrogen Refueling Station Security Assessment and Risk Prevention
Jan 2025
Publication
The signing of the Paris Agreement in 2016 established the goals of countries around the world for the transition from traditional fossil energy to sustainable energy in the 21st century. Reduce carbon emissions using new sustainable energy sources while safeguarding the energy needs of social development. The advantages of hydrogen fuel cell vehicles such as no carbon emissions long battery life and short hydrogenation time make them the development direction of new energy vehicles in many countries. Many countries such as the United Kingdom China and Japan have formulated hydrogen energy development plans. As the hub and supply station of the hydrogen energy transportation network the hydrogen refueling station is crucial to the development of the hydrogen economy. This paper summarizes the current main hydrogen storage methods and the existing risks analyzes the main security threats of hydrogen refueling stations and discusses the security system to prevent hydrogen embrittlement and hydrogen explosion. Finally the hydrogen refueling station is compared with the petrol station and the future security development and management pattern of the hydrogen refueling station is summarized. The security assessment of the hydrogen refueling station is carried out in this paper which provides theoretical support for the development of hydrogen refueling stations from the perspective of security.
In-house Green Hydrogen Production for Steelmaking Decarbonisation using Steel Slag as Thermal Energy Storage Material: A Life Cycle Assessment
Nov 2024
Publication
Steel production is a highly energy-intensive industry responsible for significant greenhouse gas emissions. Electrification of this sector is challenging making green hydrogen technology a promising alternative. This research performs a thermodynamic analysis of green hydrogen production for steel manufacturing using the direct reduction method. Four solid oxide electrolyzer (SOE) modules replace the traditional reformer to produce 2.88 kg/s of hydrogen gas serving as a reducing agent for iron pellets to yield 30 kg/s of molten steel. These modules are powered by 37801 photovoltaic units. Additionally a thermal storage system utilizing 1342 tons of steel slag stores waste heat from Electric Arc Furnace (EAF) exhaust gases. This stored energy preheats iron scraps charged into the EAF reducing energy consumption by 5%. A life cycle assessment conducted using open LCA software reveals that the global warming potential (GWP) for the entire process with a capacity of 30 kg/s equates to 93 kg of CO2. The study also assesses other environmental impacts such as acidification potential ozone formation fine particle formation and human toxicity. Results indicate that the EAF significantly contributes to global warming and fine particle formation while the direct reduction process notably impacts ozone formation and acidification potential.
Comparative Assessment of Hydrogen and Methanol-Derived Fuel Co-Combustion for Improved Natural Gas Boiler Performance and Sustainability
Jan 2025
Publication
Faced with a global consensus on net-zero emissions the use of clean fuels to entirely or substantially replace traditional fuels has emerged as the industry’s primary development direction. Alcohol–hydrogen fuels primarily based on methanol are a renewable and sustainable energy source. This research focuses on energy sustainability and presents a boiler fuel blending system that uses methanol–hydrogen combinations. This system uses the boiler’s waste heat to catalytically decompose methanol into a gas mostly consisting of H2 and CO which is then co-combusted with the original fuel to improve thermal efficiency and lower emissions. A comparative experimental study considering natural gas (NG) blending with hydrogen and dissociated methanol gas (DMG) was carried out in a small natural gas boiler. The results indicate that with a controlled mixed fuel flow of 10 m3/h and an excess air coefficient of 1.2 a 10% hydrogen blending ratio maximizes the boiler’s thermal efficiency (ηt) resulting in a 3.5% increase. This ratio also results in a 1% increase in NOx emissions a 25% decrease in HC emissions and a 5.66% improvement in the equivalent economics (es). Meanwhile blending DMG at 15% increases the boiler’s ηt by 3% reduces NOx emissions by 13.8% and HC emissions by 20% and improves the es by 8.63%. DMG as a partial substitute for natural gas outperforms hydrogen in various aspects. If this technology can be successfully applied and promoted it could pave a new path for the sustainable development of energy in the boiler sector.
Future Technological Directions for Hydrogen Internal Combustion Engines in Transport Applications
Oct 2024
Publication
The paper discusses some of the requirements drivers and resulting technological paths for manufacturers to develop hydrogen combustion engines for use in two types of market application – onroad heavy- and light-duty. One of the main requirements is legislative certainty and this has now been afforded – at least in the major market of Europe – by the European Union’s recent adoption into law of tailpipe emissions limits specifically designed to encourage the uptake of hydrogen engines in heavy-duty vehicles giving manufacturers the confidence they need to invest in productionized solutions to offer to customers. It then discusses combustion systems and boosting systems for the two market types emphasizing that heavy-duty vehicles need best efficiency throughout their operating map while light-duty ones since they are rarely operated at full load will mainly primarily need efficiency in the part-load region. This difference will likely cause a divergence in solutions with heavy-duty engines running very lean everywhere and light-duty ones likely operating at the stoichiometric air-fuel ratio at least for most of the map. The impacts of the strategies on engine systems and vehicle integration are discussed. It is postulated that due to reasons of preignition avoidance and efficiency hydrogen engines will rapidly adopt direct injection and that the long-term heavy-duty types will migrate towards the typical current spark-ignition-type cylinder head architecture where tumble rather than swirl will ultimately be needed for air motion in the cylinder for these reasons. They may also adopt active pre-chamber technology to ignite extremely lean mixtures for maximum efficiency and minimum emissions of oxides of nitrogen. It is suggested that light-duty engines will evolve less from their current gasoline architectural norm since they already contain all of the necessary fundamentals for hydrogen combustion. However since partload efficiency will be important some new strategies may become desirable. Developing dual-fuel light-duty engines could accelerate their uptake as the heavy-duty market simultaneously accelerates the creation of the fuel supply infrastructure. The likely technological evolution suggests that variable valve trains and specifically cam profile switching technology would be extremely useful for all types of hydrogen engine especially since they are readily available in different gasoline engines now. New operating strategies afforded by variable valve trains would benefit both heavy- and light-duty engines and these strategies will become more sophisticated. There will therefore likely be a convergence of technologies for the two markets albeit with some key differences maintained due to their vehicle applications and their differing operation in the field.
Optimizing Flexibility and Low-carbon Emissions in Integrated Energy Systems: A Two-stage Robust Optimization Model Invrporating Hydrogen and Carbon Trading
Jan 2025
Publication
Source-load output uncertainty poses significant risks to the stable operation of Integrated Energy Systems (IESs). To ensure safe and stable system operation while optimizing the balance among robustness economic viability and low-carbon emissions this paper presents a two-stage robust optimal scheduling model for IESs. This model is supported by hydrogen-containing electric dual-energy conversion characteristics under source-load uncer tainty. Additionally to promote the low-carbon characteristics of the system a ladder carbon trading mechanism is introduced on the source side of the carbon source equipment. Furthermore the integration of hydrogen energy enhances the clean characteristics of source-side multi-energy coupling. The proposed utilization mode Power-to-Hydrogen Hydrogen-to-Power Hydrogen Energy Storage and Hydrogen Load (P2H-H2P-HES-HL) allows for bidirectional conversion thereby increasing the flexibility and responsiveness of overall system scheduling. Finally to ensure that the model closely reflects actual operational and scheduling conditions a twophase robust approach is employed to address source-load uncertainties. This approach is solved iteratively using the linear transformation of the Karush-Kuhn-Tucker (KKT) conditions and the Column-and-Constraint Gener ation (C&CG) algorithm. The results demonstrate that the proposed model significantly enhances the scheduling capability of the system in coping with uncertainty thereby effectively ensuring its flexibility and security
Impact of Control Strategies on the Degradation of Hybrid Hydrogen-battery Powertrains in Railway Applications
Sep 2025
Publication
Hybrid hydrogen-battery powertrains represent a promising solution for sustainable transport. In these systems a fuel cell converts hydrogen into electricity to power the motors and charge a battery which in turn manages power fluctuations and enables regenerative braking. This study investigates degradation in hybrid powertrain components for the railway sector focusing on optimizing their operation to enhance durability. The analysis applied to a real case study on a non-electrified railway line in northern Italy evaluates different operating strategies by constraining the fuel cell current ramp. The results show that operating the fuel cell with minimal power fluctuations – while relying on the battery to handle power peaks – offers a clear advantage. Specifically reducing the maximum fuel cell current ramp from 1500 A/s (load-following operation) to 1 A/s (near-constant operation) extends fuel cell lifetime by 50.5 % though at the expense of a 25.1 % reduction in battery lifetime.
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