Publications
Everything About Hydrogen Podcast: Mobilizing Capital in Green Hydrogen
Apr 2023
Publication
Continuing from previous episodes about encouraging global investment in green hydrogen Patrick Molloy and Alicia Eastman speak with Ignacio de Calonje Chief Investment Officer IFC Global Infrastructure. Ignacio breaks down the role of the IFC and its relationship with other Multilateral Development Banks (MDBs) to encourage decarbonization and bespoke solutions for the Global South.
The podcast can be found on their website.
The podcast can be found on their website.
Electrochemical Compression Technologies for High-pressure Hydrogen: Current Status, Challenges and Perspective
Aug 2020
Publication
Hydrogen is an ideal energy carrier in future applications due to clean byproducts and high efciency. However many challenges remain in the application of hydrogen including hydrogen production delivery storage and conversion. In terms of hydrogen storage two compression modes (mechanical and non-mechanical compressors) are generally used to increase volume density in which mechanical compressors with several classifcations including reciprocating piston compressors hydrogen diaphragm compressors and ionic liquid compressors produce signifcant noise and vibration and are expensive and inefcient. Alternatively non-mechanical compressors are faced with issues involving large-volume requirements slow reaction kinetics and the need for special thermal control systems all of which limit large-scale development. As a result modular safe inexpensive and efcient methods for hydrogen storage are urgently needed. And because electrochemical hydrogen compressors (EHCs) are modular highly efcient and possess hydrogen purifcation functions with no moving parts they are becoming increasingly prominent. Based on all of this and for the frst time this review will provide an overview of various hydrogen compression technologies and discuss corresponding structures principles advantages and limitations. This review will also comprehensively present the recent progress and existing issues of EHCs and future hydrogen compression techniques as well as corresponding containment membranes catalysts gas difusion layers and fow felds. Furthermore engineering perspectives are discussed to further enhance the performance of EHCs in terms of the thermal management water management and the testing protocol of EHC stacks. Overall the deeper understanding of potential relationships between performance and component design in EHCs as presented in this review can guide the future development of anticipated EHCs.
Prospects of Solar Energy in the Context of Greening Maritime Transport
Mar 2025
Publication
The aim of this article is to examine existing technologies for the use of electrical energy and to develop proposals for their improvement on maritime vessels. As a criterion for evaluating the effectiveness of alternative energy sources on ships factors such as greenhouse gas emissions levels production and transportation characteristics onboard storage conditions and technoeconomic indicators have been proposed. The analysis of fuel types reveals that hydrogen has zero greenhouse gas emissions. However transportation and storage issues along with the high investment required for implementation pose barriers to the widespread use of hydrogen as fuel for maritime vessels. This article demonstrates that solar energy can serve as an alternative to gases and liquid fuels in maritime transport. The technologies and challenges in utilizing solar energy for shipping are analyzed trends in solar energy for maritime transport are discussed and future research directions for the use of solar energy in the maritime sector are proposed. The most significant findings include the identification of future research directions in the application of solar energy in the maritime sector including the adaptation of concentrated solar power (CSP) systems for maritime applications; the development of materials and designs for solar panels specifically tailored to marine conditions; the development of methods for assessing the long-term economic benefits of using solar energy on vessels; and the creation of regulatory frameworks and international standards for the use of solar energy on ships. Furthermore for hybrid photovoltaic and diesel power systems promising research directions could include efforts to implement direct torque control systems instead of field-orientated control systems as well as working on compensating higher harmonics in the phase current spectra of asynchronous motors.
Capacity Optimization of Renewable-Based Hydrogen Production–Refueling Station for Fuel Cell Electric Vehicles: A Real-Project-Based Case Study
Aug 2025
Publication
With the deepening electrification of transportation hydrogen fuel cell electric vehicles (FCEVs) are emerging as a vital component of clean and electrified transportation systems. Nonetheless renewable-based hydrogen production–refueling stations (HPRSs) for FCEVs still need solid models for accurate simulations and a practical capacity optimization method for cost reduction. To address this gap this study leverages real operation data from China’s largest HPRS to establish and validate a comprehensive model integrating hydrogen production storage renewables FCEVs and the power grid. Building on this validated model a novel capacity optimization framework is proposed incorporating an improved Jellyfish Search Algorithm (JSA) to minimize the initial investment cost operating cost and levelized cost of hydrogen (LCOH). The results demonstrate the framework’s significant innovations and effectiveness: It achieves the maximum reductions of 29.31% in the initial investment 100% in the annual operational cost and 44.19% in LCOH while meeting FCEV demand. Simultaneously it reduces peak grid load by up to 43.80% and enables renewable energy to cover up to 89.30% of transportation hydrogen demand. This study contributes to enhancing economic performance and optimizing the design and planning of HPRS for FCEVs as well as promoting sustainable transportation electrification.
Life Cycle Assessment of Renewable Hydrogen Transport by Ammonia
Nov 2024
Publication
Ammonia is a promising hydrogen carrier for enabling the efficient transport of hydrogen as observed by the many hydrogen transport projects using ammonia. For the clean energy future understanding environmental impacts of the transport system is important. This study conducts life cycle assessment (LCA) for the marine transport of renewable hydrogen using ammonia as the hydrogen carrier. The LCA considered renewable hydrogen produced from four systems; wind-powered electrolysis gasification of forest residue anaerobic digestion of food waste and landfill gas reforming; followed by Haber-Bosch ammonia synthesis using the renewable hydrogen and nitrogen produced from air separation. The ammonia was then transported 11000 km by sea to a destination facility where it was decomposed using either Ru or Ni catalysts to obtain hydrogen. Among the four hydrogen transport systems operated with renewable energy electrolysis-hydrogen system presented the highest global warming impact of 3.31 kg CO2 eq/kg H2 due to electricity use for the electrolysis whereas simpler processes based on a landfill gas system led to the lowest impact of 2.27 kg CO2 eq/kg H2. Process energy consumption was the major contributor to global warming impact with 27%–49.2% of contri bution. The consumption of metals and energy during wind turbine construction resulted in the most significant impact in six out of 12 midpoint impact categories for the electrolysis-hydrogen system which also led to the highest endpoint impacts. The endpoint impacts of the four systems were in the order of electrolysis > food waste > forest residue > landfill gas (from high to low) for both endpoint human health and ecosystems impacts. Ammonia decomposition using Ru catalysts exhibited slightly lower global warming impact than Ni catalysts while final purification of hydrogen by vanadium membrane presented 4.8% lower impacts than the purification by pressure swing adsorption. Large-scale hydrogen supply chains can be achieved by technological improve ment and support of policies and financial schemes.
Overview of Hydrogen Storage and Transportation Technology in China
Jul 2023
Publication
In response to the global climate change and the need for green and low-carbon development hydrogen energy has been recognized as a clean energy source that can achieve carbon neutrality unlike fossil fuels. As a country with a shortage of energy resources the development of hydrogen energy is of significant importance for China to adjust its energy structure and accelerate the new era of energy transformation. Based on the development of China’s hydrogen energy industry this paper elaborates on the current status and development trends of key technologies in the entire industrial chain of hydrogen energy in various stages including production storage transportation and application and identifies the problems and challenges of hydrogen energy development. The paper focuses on the analysis of hydrogen storage and transportation application scenarios and clarifies the selection of hydrogen storage and transportation technologies in different scenarios. To achieve healthy devel opment of China’s hydrogen energy industry it is necessary to strengthen top-level design make strategic planning encourage large-scale state-owned energy enterprises to play a leading role promote the development of the entire industry chain increase technological research and development efforts prevent the risk of core technology constraints and vigorously promote the application of hydrogen energy to realize the construction of a hydrogen energy society.
Composite Membranes for High Temperature PEM Fuel Cells and Electrolysers: A Critical Review
Jul 2019
Publication
Polymer electrolyte membrane (PEM) fuel cells and electrolysers offer efficient use and production of hydrogen for emission-free transport and sustainable energy systems. Perfluorosulfonic acid (PFSA) membranes like Nafion® and Aquivion® are the state-of-the-art PEMs but there is a need to increase the operating temperature to improve mass transport avoid catalyst poisoning and electrode flooding increase efficiency and reduce the cost and complexity of the system. However PSFAs-based membranes exhibit lower mechanical and chemical stability as well as proton conductivity at lower relative humidities and temperatures above 80 ◦C. One approach to sustain performance is to introduce inorganic fillers and improve water retention due to their hydrophilicity. Alternatively polymers where protons are not conducted as hydrated H3O+ ions through liquid-like water channels as in the PSFAs but as free protons (H+) via Brønsted acid sites on the polymer backbone can be developed. Polybenzimidazole (PBI) and sulfonated polyetheretherketone (SPEEK) are such materials but need considerable acid doping. Different composites are being investigated to solve some of the accompanying problems and reach sufficient conductivities. Herein we critically discuss a few representative investigations of composite PEMs and evaluate their significance. Moreover we present advances in introducing electronic conductivity in the polymer binder in the catalyst layers.
Hydrogen-powered Aircraft: Fundamental Concepts, Key Technologies, and Environmental Impacts
Sep 2024
Publication
Civil aviation provides an essential transportation network that connects the world and supports global economic growth. To maintain these benefits while meeting environmental goals next-generation aircraft must have drastically reduced climate impacts. Hydrogen-powered aircraft have the potential to fly existing routes with no carbon emissions and reduce or eliminate other emissions. This paper is a comprehensive guide to hydrogen-powered aircraft that explains the fundamental physics and reviews current technologies. We discuss the impact of these technologies on aircraft design cost certification and environment. In the long term hydrogen aircraft appear to be the most compelling alternative to today’s kerosene-powered aircraft. Using hydrogen also enables novel technologies such as fuel cells and superconducting electronics which could lead to aircraft concepts that are not feasible with kerosene. Hydrogen-powered aircraft are technologically feasible but require significant research and development. Lightweight liquid hydrogen tanks and their integration with the airframe is one of the critical technologies. Fuel cells can eliminate in-flight emissions but must become lighter more powerful and more durable to make large fuel cell-powered transport aircraft feasible. Hydrogen turbofans already have these desirable characteristics but produce some emissions albeit much less damaging than kerosene turbofans. Beyond airframe and propulsion technologies the viability of hydrogen aircraft hinges on low-cost green hydrogen production which requires massive investments in the energy infrastructure.
Delivering the EU Green Deal: Progress Towards Targets 2025
Jan 2025
Publication
This report provides a comprehensive assessment of progress towards the European Green Deal (EGD) the European Union’s transformative agenda for achieving climate neutrality by 2050. The analysis encompasses 154 quantifiable targets from 44 policy documents between 2019 and 2024 across key sectors such as climate energy circular economy transport agriculture and food ecosystems and biodiversity water soil and air pollution. The study shows that significant achievement has been delivered so far but progress needs to accelerate in many areas. As of mid-2024 32 of the 154 targets are currently “on track” and 64 are identified as “acceleration needed” meaning that more progress is needed to meet the targets on time. Furthermore 15 of the targets are found to be “not progressing” or “regressing” and for 43 of the targets no data is currently available. The timing of the binding policies most of which have been recently agreed and are expected to deliver results in the coming years is a significant factor influencing these assessments. This report integrates all EGD actions and related policies offering an assessment of the EU’s green transition based on robust data and science. It identifies priority areas for intensified efforts to meet short-term implementation goals and contribute to the long-term ambition of a sustainable fair just and climate-neutral Europe by 2050. This collective work serves as a benchmarking tool providing scientifically grounded guidance for future EU policies and programmes.
A Data-Driven Scheduling Approach for Hydrogen Penetrated Energy System Using LSTM Network
Nov 2019
Publication
Intra-day control and scheduling of energy systems require high-speed computation and strong robustness. Conventional mathematical driven approaches usually require high computation resources and have difficulty handling system uncertainties. This paper proposes two data-driven scheduling approaches for hydrogen penetrated energy system (HPES) operational scheduling. The two data-driven approaches learn the historical optimization results calculated out using the mixed integer linear programing (MILP) and conditional value at risk (CVaR) respectively. The intra-day rolling optimization mechanism is introduced to evaluate the proposed data-driven scheduling approaches MILP data-driven approach and CVaR data-driven approach along with the forecasted renewable generation and load demands. Results show that the two data-driven approaches have lower intra-day operational costs compared with the MILP based method by 1.17% and 0.93%. In addition the combined cooling and heating plant (CCHP) has a lower frequency of changing the operational states and power output when using the MILP data-driven approach compared with the mathematical driven approaches.
Sustainable Supply Chain and Industrialisation of Hydrogen Technologies, Summary Report 2024
Jan 2024
Publication
This report delves into the European renewable hydrogen supply chain to offer recommendations for Europe to become a leader in the hydrogen economy.
Development of a Novel Thermochemical Cycle Without Electrolysis Step to Produce Hydrogen
Jan 2025
Publication
This study presents a new three-step Cu-Cl cycle that can operate with heat input without electrolysis. While the sensitivity analyses of the system are performed to evaluate the system performance through the Aspen Plus thermodynamic analyses of the system are performed with energetic and exergetic approaches. The highest exergy destruction among the components in the system was the decomposition reactor with a rate of 50.6%. Furthermore the energy and exergy values for the simulated system to produce 1 mol of hydrogen were determined by calculating the energy requirements of all components in the system. The total energy required for the system to generate 1 mol of hydrogen is calculated to be 997.81 kJ/mol H2. It was found that the component that required the most energy 504.76 kJ/mol H2 in the system was the decomposition reactor. Moreover the overall energy and exergy efficiencies are calculated to be 72.50% and 46.70% respectively.
Comparative Study of LNG, Liquid Hydrogen ,and Liquid Ammonia Post-release Evaporation and Dispersion During Bunkering
Apr 2024
Publication
The use of alternative fuels is a primary means for decarbonising the maritime industry. Liquefied natural gas (LNG) liquid hydrogen (LH2) and liquid ammonia (LNH3) are liquified gases among the alternative fuels. The safety risks associated with these fuels differ from traditional fuels. In addition to their low-temperature hazards the flammability of LNG and LH2 and the high toxicity of LNH3 present challenges in fuel handlings due to their high likelihood of fuel release during bunkering. This study aims at drawing extensive comparisons of the evaporation and vapour dispersion behaviours for the three fuels after release accidents during bunkering and discuss their safety issues. The study involved the release event of the three fuels on the main deck area of a reference bulk carrier with a deadweight of 208000 tonnes. Two release scenarios were considered: Scenario 1 involved a release of 0.3 m3 of fuel and Scenario 2 involved a release of 100 kg of fuel. An empirical equation was used to calculate the fuel evaporation process and the Computational Fluid Dynamic (CFD) code FDS was employed to simulate the dispersion of vapour clouds. The obtained results reveal that LH2 has the highest evaporation rate followed by LNG and LNH3. The vapour clouds of LNG and LNH3 spread along the main deck surface while the LH2 vapour cloud exhibits upward dispersion. The flammable vapour clouds of LNG and LH2 remain within the main deck area whereas the toxic gas cloud of LNH3 disperses towards the shore and spreads near the ground on the shore side. Based on the dispersion behaviours the hazards of LNG and LH2 are com parable while LNH3 poses significantly higher hazards. In terms of hazard mitigations effective water curtain systems can suppress the vapour dispersion.
Hydrogen Storage Minimisation under Industrial Flexibility Constraints: A Techno-economic Analysis of Off-grid Green Ammonia Production
Feb 2025
Publication
Electrifying ammonia production using renewable energy (RE) and water electrolysis is a critical step in the worldwide transition from fossil fuels to alternative energy sources. However the common requirement that the ammonia reactor operate at a steady production level harms the system’s economic feasibility due to the large hydrogen and battery storage required to overcome RE variability. In this study we examine the sensitivity of the plant storage capacity requirement to the flexibility of the ammonia reactor. We examine two aspects of ammonia reactor flexibility: ramping rate flexibility and the range of operation (turndown flexibility). We develop a storage dispatch and ammonia reactor scheduling optimization which computes the minimum storage requirement given a RE generation profile and set of reactor flexibility parameters. We optimize across a sweep of flexibility parameters for two locations in the United States. We find that turndown flexibility is the most important while ramping flexibility has little effect on the overall storage requirement. Further we see that seasonal variability in the RE generation profile is the primary driver of high storage capacity requirement. We find that with a turndown flexibility of 60% of the ammonia plants rated capacity which is understood to be achievable with existing ammonia reactor technology the storage capacity was reduced by 84 % in one of the locations we examined which resulted in a 22% decrease in the levelized cost of ammonia with pipe-based hydrogen storage.
Challenges and Opportunities in Green Hydrogen Supply Chain through Metaheuristic Optimisation
May 2023
Publication
A comprehensive analysis of the green hydrogen supply chain is presented in this paper encompassing production storage transportation and consumption with a focus on the application of metaheuristic optimization. The challenges associated with each stage are highlighted and the potential of metaheuristic optimization methods to address these challenges is discussed. The primary method of green hydrogen production water electrolysis through renewable energy is outlined along with the importance of its optimization. Various storage methods such as compressed gas liquid hydrogen and material-based storage are covered with an emphasis on the need for optimization to improve safety capacity and performance. Different transportation options including pipelines trucks and ships are explored and factors influencing the choice of transportation methods in different regions are identified. Various hydrogen consumption methods and their associated challenges such as fuel cell performance optimization hydrogen-based heating systems design and energy conversion technology choice are also discussed. The paper further investigates multi-objective approaches for the optimization of problems in this domain. The significant potential of metaheuristic optimization techniques is highlighted as a key to addressing these challenges and improving overall efficiency and sustainability with respect to future trends in this rapidly advancing area.
Assessing the Impacts of Low-carbon Intensity Hydrogen Integration in Oil Refineries
Nov 2024
Publication
This paper evaluates the potential impacts of introducing low-carbon intensity hydrogen technologies in two oil refineries with different complexity levels emphasizing the role of hydrogen production in reducing CO2 emissions. The novelty of this work lies in three key aspects: Comprehensive system analysis of refinery complexity using real site data integration of low-carbon Hydrogen technologies long-term and short-term strategies. Two Colombian refineries serve as case studies with technological solutions adapted to their complexity levels. The methodology involves evaluating different options for hydrogen production accounting for improvement in technological efficiency over time.<br/>The refinery systems were evaluated in a cost-optimization model built in Linny-r. Three different scenarios were considered Business-As-Usual (BAU) high and low-ambitions decarbonization scenarios focusing on the time horizons of 2030 and 2050.<br/>When comparing the two case studies the preferred decarbonization strategy for both facilities involves the substitution of SMR technology with water electrolyzers powered by renewable electricity. Post-2030 biomass-based hydrogen technology is still a costly alternative; however to achieve CO2 neutrality negative emissions storage of biogenic CO2 emerges as an achievable alternative.<br/>Our results indicate the achievability of CO2 reduction objectives in both refineries. Our results show that achieving long-term CO2 neutrality requires both refineries to increase renewable electricity production by 5 to 6 times for powering water electrolyzers steam production by 2 to 2.5 times for CO2 capture and supply of dry biomass by 2.6 to 4.5 kt/d.<br/>The two most significant factors influencing the refining net margin in the decarbonization scenarios are primarily the CO2 and the renewable electricity prices. The short-term horizon emerges as the pivotal period particularly within the high-ambition decarbonization scenarios. In this context the medium complexity refinery demonstrates economic viability until a CO2 price of 140 €/t CO2 while the high complexity refinery endures up to 205 €/t CO2.<br/>The high complexity refinery is better prepared to face the challenges of decarbonization and the impacts generated on the refining margin. Compared to the BAU scenario the high complexity refinery shows a negative impact on the net margin that corresponds to a 40% and 5% reduction in the short and long term respectively. Meanwhile for the medium complexity refinery the impact on net margin amounts to a 52% reduction in the short term and a 27% improvement in the long term.<br/>Furthermore our research highlights the significant potential for reducing CO2 emissions by fully eliminating the use of refinery gas as fuel providing alternative applications for it beyond combustion.
Optimal Economic Dispatch of Hydrogen Storage-Based Integrated Energy System with Electricity and Heat
Feb 2025
Publication
To enhance the accommodation capacity of renewable energy and promote the coordinated development of multiple energy this paper proposes a novel economic dispatch method for an integrated electricity–heat–hydrogen energy system on the basis of coupling three energy flows. Firstly we develop a mathematical model for the hydrogen energy system including hydrogen production storage and hydrogen fuel cells. Additionally a multi-device combined heat and power system is constructed incorporating gas boilers waste heat boilers gas turbines methanation reactors thermal storage tanks batteries and gas storage tanks. Secondly to further strengthen the carbon reduction advantages the economic dispatch model incorporates the power-to-gas process and carbon trading mechanisms giving rise to minimizing energy purchase costs energy curtailment penalties carbon trading costs equipment operation and maintenance costs. The model is linearized to ensure a global optimal solution. Finally the experimental results validate the effectiveness and superiority of the proposed model. The integration of electricity–hydrogen coupling devices improves the utilization rate of renewable energy generation and reduces the total system operating costs and carbon trading costs. The use of a tiered carbon trading mechanism decreases natural gas consumption and carbon emissions contributing to energy conservation and emission reduction.
Review of Electrofuel Feasibility - Cost and Environmental Impact
Jun 2022
Publication
Electrofuels fuels produced from electricity water and carbon or nitrogen are of interest as substitutes for fossil fuels in all energy and chemical sectors. This paper focuses on electrofuels for transportation where some can be used in existing vehicle/vessel/aircraft fleets and fueling infrastructure. The aim of this study is to review publications on electrofuels and summarize costs and environmental performance. A special case denoted as bio-electrofuels involves hydrogen supplementing existing biomethane production (e.g. anaerobic digestion) to generate additional or different fuels. We use costs identified in the literature to calculate harmonized production costs for a range of electrofuels and bio-electrofuels. Results from the harmonized calculations show that bio-electrofuels generally have lower costs than electrofuels produced using captured carbon. Lowest costs are found for liquefied bio-electro-methane bio-electro-methanol and bio-electro-dimethyl ether. The highest cost is for electro-jet fuel. All analyzed fuels have the potential for long-term production costs in the range 90–160 € MWh−1 . Dominant factors impacting production costs are electrolyzer and electricity costs the latter connected to capacity factors (CFs) and cost for hydrogen storage. Electrofuel production costs also depend on regional conditions for renewable electricity generation which are analyzed in sensitivity analyses using corresponding CFs in four European regions. Results show a production cost range for electro-methanol of 76–118 € MWh−1 depending on scenario and region assuming an electrolyzer CAPEX of 300–450 € kWelec −1 and CFs of 45%–65%. Lowest production costs are found in regions with good conditions for renewable electricity such as Ireland and western Spain. The choice of system boundary has a large impact on the environmental assessments. The literature is not consistent regarding the environmental impact from different CO2 sources. The literature however points to the fact that renewable energy sources are required to achieve low global warming impact over the electrofuel life cycle.
Waste to Sustainable Biohydrogen Production Via Photo-Fermentation and Biophotolysis - A Systematic Review
Oct 2021
Publication
Considering the environmental challenges humanity faces in the 21st century it is obvious that there is an enormous need for change of the global energy map. Under these circumstances new energy sources and intermediates must be considered as options to limit the greenhouse gases emissions and mitigate climate crisis. Biohydrogen production is one of the most appealing options due to hydrogen’s multiple applications and zero emissions as a fuel to empower a future hydrogen circular economy. In this review article we focus on two methods that are not widely used at industrial scale but have many future possibilities and growth margins: (a) photo-fermentation and (b) bio photolysis. Both methods are light dependent and need photobioreactors to function and produce significant amounts of biohydrogen. Based on an extensive literature search and systemic analysis of the findings presentation of the different reactants operating conditions and biohydrogen productions key factors and effecting parameters were discussed. Temperature pH light intensity and photobioreactor operation and design are some of the most significant factors that define the biohydrogen production rates and yields. Innovative solutions and approaches are presented including biotechnological and genetic engineering modifications to microorganisms as well as combinations of some hybrid biohydrogen producing methods especially dark and photo fermentation. For implementing a biohydrogen circular-economy different wastes were explored as potential feedstocks and overcoming of major bottlenecks that biophotolysis and photo-fermentation face in the transition to a sustainable biohydrogen economy were discussed.
Research on Characteristics of Hydrogen Dynamic Leakage and Combustion at High Pressure
Apr 2023
Publication
Hydrogen is promoted as an alternative energy given the global energy shortage and environmental pollution. A scientific basiscan be provided for the safe use and emergency treatment of hydrogen based on hydrogen leakage and combustion behavior.This study examined the stagnation parameters of dynamic hydrogen leakage and flame propagation in turbulent jets undernormal temperatures and high pressure. Based on van der Waals’ equation of state for gas a theoretical model for completelypredicting stagnation parameters outlet gas velocity and flow rate changes in the process of high-pressure hydrogen leakagecould be proposed and the calculation result of this model was compared with the experimental result with an error within±10%. The progression and propagation of the flame in turbulent jets after ignition were recorded using the background-oriented schlieren image technology and the propagation speed of flame from the ignition position downward and upwardwas calculated. Moreover the influence of initial pressure nozzle diameter and ignition position on the flame propagationprocess and propagation speed was analyzed.
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