Publications
Machine Learning Models for the Prediction of Hydrogen Solubility in Aqueous Systems
Aug 2025
Publication
Hydrogen storage is integral to reducing CO2 emissions particularly in the oil and gas industry. However a primary challenge involves the solubility of hydrogen in subsurface environments particularly saline aquifers. The dissolution of hydrogen in saline water can impact the efficiency and stability of storage reservoirs necessitating detailed studies of fluid dynamics in such settings. Beyond its role as a clean energy carrier and precursor for synthetic fuels and chemicals understanding hydrogen’s solubility in subsurface conditions can significantly enhance storage technologies. When hydrogen solubility is high it can reduce reservoir pressure and alter the chemical composition of the storage medium undermining process efficiency. Machine learning techniques have gained prominence in predicting physical and chemical properties across various systems. One of the most complex challenges in hydrogen storage is predicting its solubility in saline water influenced by factors such as pressure temperature and salinity. Machine learning models offer substantial promise in improving hydrogen storage by identifying intricate nonlinear relationships among these parameters. This study uses machine learning algorithms to predict hydrogen solubility in saline aquifers employing techniques such as Bayesian inference linear regression random forest artificial neural networks (ANN) support vector machines (SVM) and least squares boosting (LSBoost). Trained on experimental data and numerical simulations these models provide precise predictions of hydrogen solubility which is strongly influenced by pressure temperature and salinity under a wide range of thermodynamic conditions. Among these methods RF outperformed the others achieving an R2 of 0.9810 for test data and 0.9915 for training data with RMSE values of 0.048 and 0.032 respectively. These findings emphasize the potential of machine learning to significantly optimize hydrogen storage and reservoir management in saline aquifers.
Offshore Renewable Hydrogen Potential in Australia: A Techno-economic and Legal Review
Jun 2025
Publication
Hydrogen is increasingly recognised as a potential critical energy carrier in decarbonising global energy systems. Australia is positioning itself as a potential leader in offshore renewable hydrogen production by leveraging existing liquified natural gas export infrastructure activating its abundant renewable energy resources and harnessing its extensive offshore marine acreage. Despite this there is limited research on the techno-economic and regulatory pathways for offshore hydrogen development in Australia as an enabler of its net zero manufacturing and export ambitions. This study offers a multidisciplinary assessment and review of Australia’s offshore renewable hydrogen potential. It aims to examine the technical legal and economic challenges and opportunities to enable and adapt the existing Australian offshore electricity regulatory regime and enable policy to facilitate future renewable offshore hydrogen licensing and production. Overall the findings provide practical insights for advancing Australia’s offshore hydrogen transition including technical innovations needed to scale offshore wind development. The study demonstrates how a specific offshore hydrogen licensing framework could reduce legal uncertainties to create economies of scale and reduce hydrogen investment risk to unlock the full potential of developing offshore renewable hydrogen projects.
A real Assessment in the Design of a Try-Out Grid-Tied Solar PV-Green Hydrogen-Battery Storage Microgrid System for Industrial Application in South Africa
Sep 2025
Publication
The carbon emission reduction mission requires a multifaceted approach in which green hydrogen is expected to play a key role. The accelerated adoption of green hydrogen technologies is vital to this journey towards carbon neutrality by 2050. However the energy transition involving green hydrogen requires a data-driven approach to ensure that the benefits are realised. The introduction of testing sites for green hydrogen technologies will be crucial in enabling the performance testing of various components within the green hydrogen value chain. This study involves an areal assessment of a selected test site for the installation of a grid-tied solar PV-green hydrogen-battery storage microgrid system at a factory facility in South Africa. The evaluation includes a site energy audit to determine the consumption profile and an analysis of the location’s weather pattern to assess its impact on the envisaged microgrid. Lastly a design of the microgrid is conceptualised. A 39 kW photovoltaic system powers the microgrid which comprises a 22 kWh battery storage system 10 kW of electrolyser capacity an 8 kW fuel cell and an 800 L hydrogen storage capacity between 30 and 40 bars.
Polymers and Composites for Hydrogen Economy: A Perspective
Oct 2025
Publication
This paper provides authors’ perspective on the current advances and challenges in utilising polymers and composites in hydrogen economy. It has originated from ‘Polymers and Composites for Hydrogen Economy’ symposium organised in March 2025 at the University of Warwick. This paper presents views from the event and thus provides a perspective from academia and industry on the ongoing advances and challenges for those materials in hydrogen applications.
Green Hydrogen Production Study in Existing Oil Refinery with Evaluating Technical, Economic, and Environmental Outcomes
Oct 2025
Publication
Green hydrogen offers a sustainable alternative source of fossil fuels to compensate for the increasing energy demand. This study addresses the increasing energy demand and the need for sustainable alternatives to fossil fuels by examining the production of green hydrogen in an existing Egyptian oil refinery. The primary objective is to evaluate the technical economic and environmental outcomes of integrating green hydrogen to increase the refinery’s hydro processing capacity. The methodology involves the use of water electrolysis powered exclusively by renewable electricity from a 60 MW solar installation with a panel surface area of 660000 m². A simulation model of alkaline electrolyzer skids was developed to assess the production of an additional 1260 kg/h of hydrogen representing a 15% increase over the existing Steam Methane Reforming (SMR) capacity. The environmental impact was quantified by calculating the reduction in CO₂ and equivalent emissions while an economic forecasting analysis was conducted to project the production costs of green versus grey hydrogen. The main results indicate that the integration is technically feasible and environmentally beneficial with a significant reduction in the refinery’s carbon footprint. Economically the study projects that by 2028 the production cost of green hydrogen will fall to 1.56 USD/kg H₂ becoming more cost-effective than grey hydrogen at 1.65 USD/kg H₂ largely due to the influence of carbon taxes and credits. This study underscores the transformative potential of green hydrogen in decarbonizing industrial processes offering a viable pathway for refineries to contribute to global climate change mitigation efforts.
Solar Enabled Pathway to Large-scale Green Hydrogen Production and Storage: A Framework for Oman's Advancing Renewable Energy Goals
Aug 2025
Publication
The utilisation of renewable energy sources for hydrogen production is increasingly vital for ensuring the long-term sustainability of global energy systems. Currently the Sultanate of Oman is actively integrating renewable energy particularly through the deployment of solar photovoltaic (PV) systems as part of its ambitious targets for the forthcoming decades. Also Oman has target to achieve 1 million tonnes of green-H2 production annually. Leveraging Oman's abundant solar resources to produce green hydrogen and promote the clean transportation industry could significantly boost the country's sustainable energy sector. This paper outlines a standalone bifacial solar-powered system designed for large-scale green hydrogen (H2) production and storage to operate both a hydrogen refuelling station and an electric vehicle charging station in Sohar Oman. Using HOMER software three scenarios: PV/Hydrogen/Battery PV/Hydrogen PV/Battery systems were compared from a techno-economic perspective. Also the night-time operation (Battery/Hydrogen) was investigated. Varying cost of electricity were obtained depending on the system from $3.91/kWh to $0.0000565kWh while the bifacial PV/Hydrogen/Battery system emerged as the most efficient option boasting a unit cost of electricity (COE) of $3.91/kWh and a levelized cost of hydrogen (LCOH) value of $6.63/kg with net present cost 199M. This system aligns well with Oman's 2030 objectives with the capacity to generate 1 million tonnes of green-H2 annually. Additionally the findings show that the surplus electricity from the system could potentially cover over 30% of Oman's total energy consumption with zero harmful emissions. The implementation of this system promises to enhance Oman's economic and transportation industries by promoting the adoption of electric and fuel cell vehicles while reducing reliance on traditional energy sources.
Proactive Regulation for Hydrogen Supply Chains: Enhancing Logistics Frameworks in Australia
Jun 2025
Publication
The rapid growth of Australia’s hydrogen economy highlights the pressing need for innovative regulatory strategies that address the distinct characteristics of hydrogen supply chains. This study focuses on the supply-side dynamics of the hydrogen energy sector emphasizing the importance of tailored frameworks to ensure the safe efficient and reliable movement of hydrogen across the supply chain. Key areas of analysis include the regulatory challenges associated with various transportation and storage methods particularly during long-distance transport and extended storage periods. The research identifies notable gaps and inconsistencies within the current regulatory systems across Australian states which inhibit the development of a unified hydrogen economy. To address these challenges the concept of Proactive Regulation for Hydrogen Supply (PRHS) is introduced. PRHS emphasizes anticipatory governance that adapts alongside technological advancements to effectively manage hydrogen transportation and storage. The study advocates for harmonizing fragmented state frameworks into a cohesive national regulatory system to support the sustainable and scalable expansion of hydrogen logistics. Furthermore the paper examines the potential of blockchain technology to enhance safety accountability and traceability across the hydrogen supply chain offering practical solutions to current regulatory and operational barriers.
Low to Near-zero CO2 Production of Hydrogen from Fossil Fuels: Critical Role of Microwave-initiated Catalysis
Apr 2025
Publication
Presently there is no single clear route for the near-term production of the huge volumes of CO2-free hydrogen necessary for the global transition to any type of hydrogen economy. All conventional routes to produce hydrogen from hydrocarbon fossil fuels (notably natural gas) involve the production—and hence the emission—of CO2 most notably in the steam methane reforming (SMR) process. Our recent studies have highlighted another route; namely the critical role played by the microwave-initiated catalytic pyrolysis decomposition or deconstruction of fossil hydrocarbon fuels to produce hydrogen with low to near-zero CO2 emissions together with high-value solid nanoscale carbonaceous materials. These innovations have been applied firstly to wax then methane crude oil diesel then biomass and most recently Saudi Arabian light crude oil as well as plastics waste. Microwave catalysis has therefore now emerged as a highly effective route for the rapid and effective production of hydrogen and high-value carbon nanomaterials co-products in many cases accompanied by low to near-zero CO2 emissions. Underpinning all of these advances has been the important concept from solid state physics of the so-called Size-Induced-Metal-Insulator Transition (SIMIT) in mesoscale or mesoscopic particles of catalysts. The mesoscale refers to a range of physical scale in-between the micro- and the macro-scale of matter (Huang W Li J and Edwards PP 2018 Mesoscience: exploring the common principle at mesoscale Natl. Sci. Rev. 5 321-326 (doi:10.1093/nsr/nwx083)). We highlight here that the actual physical size of the mesoscopic catalyst particles located close to the SIMIT is the primary cause of their enhanced microwave absorption and rapid heating of particles to initiate the catalytic—and highly selective—breaking of carbon–hydrogen bonds in fossil hydrocarbons and plastics to produce clean hydrogen and nanoscale carbonaceous materials. Importantly also since the surrounding ‘bath’ of hydrocarbons is cooler than the microwave-heated catalytic particles themselves the produced neutral hydrogen molecule can quickly diffuse from the active sites. This important feature of microwave heating thereby minimizes undesirable side reactions a common feature of conventional thermal heating in heterogeneous catalysis. The low to near-zero CO2 production of hydrogen via microwave-initiated decomposition or cracking of abundant hydrocarbon fossil fuels may be an interim viable alternative to the conventional widely-used SMR that a highly efficient process but unfortunately associated with the emission of vast quantities of CO2. Microwave-initiated catalytic decomposition also opens up the intriguing possibility of using distributed methane in the current natural gas structure to produce hydrogen and high-value solid carbon at either central or distributed sites. That approach will lessen many of the safety and environmental concerns associated with transporting hydrogen using the existing natural gas infrastructure. When completely optimized microwave-initiated catalytic decomposition of methane (and indeed all hydrocarbon sources) will produce no aerial carbon (CO2) and only solid carbon as a co-product. Furthermore reaction conditions can surely be optimized to target the production of high-quality synthetic graphite as the major carbon-product; that material of considerable importance as the anode material for lithium-ion batteries. Even without aiming for such products derived from the solid carbon co-product it is of course far easier to capture solid carbon rather than capturing gaseous CO2 at either the central or distributed sites. Through microwave-initiated catalytic pyrolysis this decarbonization of fossil fuels can now become the potent source of sustainable hydrogen and high-value carbon nanomaterials.
The Climate Benefit of a Greener Blue Hydrogen
Sep 2025
Publication
Previous studies have demonstrated the potential benefit of a future hydrogen economy in terms of reducing CO2 emissions. The hydrogen leakage rate and the green hydrogen fraction in the mix were identified as key factors in maximising the climate benefit of this energy transition. This study highlights the importance of blue hydrogen production hypotheses for a climate-beneficial transition to a hydrogen economy. The benefits are substantial when blue hydrogen is produced properly using an efficient CO₂ sequestration hydrogen production plant and minimizing the rate of upstream CH₄ leakage. The rate of hydrogen leakage remains an important parameter to consider throughout the entire value chain. Based on various scenarios of the development of a 21st century hydrogen economy we estimate significant CO₂ emission reductions of 266–418 GtCO₂eq (up to 395–675 GtCO2eq in the case of a “high hydrogen demand” scenario) between 2030 and 2100. This cumulative reduction in CO₂ emissions translates into a reduction in global warming of 0.12–0.19 °C (0.18–0.30 °C for a “high hydrogen demand”) by the end of the century.
Hydrogen Production from Dry Reforming in Australia: Applications, Opportunities, Challenges
Aug 2025
Publication
Australia’s path to net-zero emissions by 2050 depends heavily on the development and commercialisation of hydrogen as a substitute for hydrocarbons across transport power generation and industrial heat sectors. With hydrocarbons currently supplying over 90% of national energy needs hydrogen must scale rapidly to fill the gap. Existing low-carbon hydrogen production methods blue hydrogen via steam methane reforming and green hydrogen via electrolysis are constrained by high water requirements posing a challenge in water-scarce regions targeted for hydrogen development. This paper investigates dry reforming of methane (DRM) as a water-independent alternative using CO₂ as a reactant. DRM offers dual benefits: reduced reliance on freshwater resources and the utilisation of CO₂ supporting broader emissions reduction goals. Recent improvements in nickel-copper catalyst performance enhance the viability of DRM for industrial-scale hydrogen production. The Middle Arm Precinct in the Northern Territory is highlighted as an ideal site for implementation given its access to offshore gas fields containing both methane and CO₂ presenting a unique opportunity for resource-integrated low-emission hydrogen production.
Ammonia Decomposition and Hydrogen Production via Novel FeCoNiCuMnO High-entropy Ceramic Catalysts
Oct 2025
Publication
Ammonia (NH3) decomposition offers a pathway for water purification and green hydrogen production yet conventional catalysts often suffer from poor stability due to agglomeration. This study presents a novel (FeCoNiCuMn)O high-entropy ceramic (HEC) catalyst synthesized via fast-moving bed pyrolysis (FMBP) which prevents aggregation and enhances catalytic performance. The HEC catalyst applied as an anode in electrochemical oxidation (EO) demonstrated a uniform spinel (AB2O4) structure confirmed by XRD XRF and ICP-OES. Electronic structure characterization using UPS and LEIPS revealed a bandgap of 4.722 eV with EVBM and ECBM values facilitating redox reactions. Under 9 V and 50 mA/cm² current density the HEC electrode achieved 99% ammonia decomposition within 90 min and retained over 90% efficiency after four cycles. Surface analysis by XPS and HAXPES indicated oxidation state variations confirming catalyst activity and stability. Gas chromatography identified H2 N2 and O2 as the main products with ~64.7% Faradaic efficiency for H2 classifying it as green hydrogen. This dual-function approach highlights the (FeCoNiCuMn)O HEC anode as a promising and sustainable solution for wastewater treatment and hydrogen production.
Current Developments on MIL-based Metal-organic Frameworks for Photocatalytic Hydrogen Production
Sep 2025
Publication
The escalating global energy demand has intensified research into sustainable hydrogen production particularly through water splitting. A highly promising avenue involves photocatalytic water splitting which leverages readily available earth-abundant materials to generate clean hydrogen from water using only renewable energy sources. Among the various catalytic materials investigated metal-organic frameworks (MOFs) have recently attracted considerable interest. Their tunable porosity high crystallinity as well as the customisable molecular structures position them as a transformative class of catalysts for efficient and sustainable photocatalytic hydrogen generation. This review examines MOFs detailing their structural characteristics unique properties and diverse synthetic routes. The discussion extends to the various composite materials that can be derived from MOFs with particular emphasis on their application in photocatalytic hydrogen production via water splitting. Furthermore the review identifies current challenges hindering MOF implementation and proposes modification strategies to overcome these limitations. The concluding section summarises the presented information and future perspectives on the continued development of MOF composites for enhanced photocatalytic hydrogen production from water.
Techno-economic Optimization of Renewable Hydrogen Infrastructure via AI-based Dynamic Pricing
Aug 2025
Publication
This study presents a techno-economic optimization of hydrogen production using hybrid wind-solar systems across six Australian cities highlighting Australia’s green hydrogen potential. A hybrid PVwind-electrolyzer-hydrogen tank (PV-WT-EL-HT) system demonstrated superior performance with Perth achieving the lowest Levelized Cost of Hydrogen (LCOH) at $0.582/kg Net Present Cost (NPC) of $27.5k and Levelized Cost of Electricity (LCOE) of $0.0166/kWh. Perth also showed the highest return on investment present worth and annual worth making it the preferred project site. All locations maintained a 100% renewable fraction proving the viability of fully decarbonized hydrogen production. Metaheuristic validation using nine algorithms showed the Mayfly Algorithm improved techno-economic metrics by 3–8% over HOMER Pro models. The Gray Wolf and Whale Optimization Algorithms enhanced system stability under wind-dominant conditions. Sensitivity analysis revealed that blockchain-based dynamic pricing and reinforcement learning-driven demand response yielded 8–10% cost savings under ±15% demand variability. Nevertheless regional disparities persist; southern cities such as Hobart and Melbourne exhibited 20–30% higher LCOH due to reduced renewable resource availability while densely urbanized cities like Sydney presented optimization ceilings with minimal LCOH improvements despite algorithmic refinements. Investment in advanced materials (e.g. perovskite-VAWTs) and offshore platforms targeting hydrogen export markets is essential. Perth emerged as the optimal hub with hybrid PV/WT/B systems producing 200–250 MWh/ month of electricity and 200–250 kg/month of hydrogen supported by policy incentives. This work offers a blueprint for region-specific AI-augmented hydrogen systems to drive Australia’s hydrogen economy toward $2.10/kg by 2030.
TwinP2G: A Software Application for Optimal Power-to Gas Planning
Sep 2025
Publication
This paper presents TwinP2G a software application for optimal planning of investments in power-to-gas (PtG) systems. TwinP2G provides simulation and optimization services for the techno-economic analysis of user-customized energy networks. The core of TwinP2G is based on power flow simulation; however it supports energy sector coupling including electricity green hydrogen natural gas and synthetic methane. The framework provides a user-friendly user interface (UI) suitable for various user roles including data scientists and energy experts using visualizations and metrics on the assessed investments. An identity and access management mechanism also serves the security and authorization needs of the framework. Finally TwinP2G revolutionizes the concept of data availability and data sharing by granting its users access to distributed energy datasets available in the EnerShare Data Space. These data are available to TwinP2G users for conducting their experiments and extracting useful insights on optimal PtG investments for the energy grid.
Sequential System for Hydrogen and Methane Production from Sucrose Wastewater: Effects of Substrate Concentration and Addition of FE2+ Ions
Oct 2025
Publication
A two-stage system is used for hydrogen (H2) and methane (CH4) production from sucrose wastewater. The H2- producing reactor is operated at pH temperature (T) and hydraulic retention time (HRT) of 5.5 35 ◦C 24 h respectively. While operating conditions of 7–8 pH 35 ◦C T and 144 h HRT are used to conduct the CH4 production stage. The effects of two different parameters as sucrose concentration (5 10 and 20 g/L) and addition of ferrous ions (60 and 120 mg/L) are investigated. Both H2 and CH4 productions are increased at high sucrose concentrations. However the optimum H2 and CH4 yields of 163.2 mL-H2/g-sucrose and 211.8 mL-CH4/g-TVS are obtained at 5 g-sucrose/L. At 5 g-sucrose/L addition of Fe2+ increases the H2 yield to 192.5 and 176.2 mLH2/g-sucrose corresponding to 60 and 120 mg-Fe2+/L respectively. Higher removal efficiencies and total energy recovery are measured using the two-stage system than the single-stage reactor.
A Comprehensive Review of Green Hydrogen-based Hybrid Energy Systems: Technologies, Evaluation, and Process Safety
Aug 2025
Publication
The reliability and sustainability of multi-energy networks are increasingly critical in addressing modern energy demands and environmental concerns. Hydrogen-based hybrid energy systems can mitigate the challenges of renewable energy utilization such as intermittency grid stability and energy storage by integrating hydrogen generation and electricity storage from renewable sources such as solar and wind. Therefore this review offers a comprehensive evaluation of the environmental economic and technological aspects of green hydrogen-based hybrid energy systems particularly highlighting improvements in terms of the economics of fuel cell and electrolysis procedures. It also highlights new approaches such as hybrid energy management strategies and power-to-gas (PtG) conversion to enhance the system’s dependability and resilience. Analyzing the role of green hydrogen-based hybrid energy systems in supporting global climate goals and improving energy security underscores their high potential to make a significant contribution to carbon-neutral energy networks and provide policymakers with useful recommendations for developing guidelines. In addition the social aspect of hydrogen systems like energy equity and community engagement towards a hydrogen-based society provides reasons for the continued development of next-generation energy systems.
High-Performance Two-Stroke Opposed-Piston Hydrogen Engine: Numerical Study on Injection Strategies, Spark Positioning and Water Injection to Mitigate Pre-Ignition
Sep 2025
Publication
In the pursuit of zero-emission mobility hydrogen represents a promising fuel for internal combustion engines. However its low volumetric energy density poses challenges especially for high-performance applications where compactness and lightweight design are crucial. This study investigates the feasibility of an innovative hydrogen-fueled two-stroke opposed-piston (2S-OP) engine targeting a specific power of 130 kW/L and an indicated thermal efficiency above 40%. A detailed 3D-CFD analysis is conducted to evaluate mixture formation combustion behavior abnormal combustion and water injection as a mitigation strategy. Innovative ring-shaped multi-point injection systems with several designs are tested demonstrating the impact of injector channels’ orientation on the final mixture distribution. The combustion analysis shows that a dual-spark configuration ensures faster combustion compared to a single-spark system with a 27.5% reduction in 10% to 90% combustion duration. Pre-ignition is identified as the main limiting factor strongly linked to mixture stratification and high temperatures. To suppress it water injection is proposed. A 55% evaporation efficiency of the water mass injected lowers the in-cylinder temperature and delays pre-ignition onset. Overall the study provides key design guidelines for future high-performance hydrogen-fueled 2S-OP engines.
Sizing of Fuel Distribution and Thermopropulsion Systems for Liquid-Hydrogen-Powered Aircraft Using an MBSE Approach
Jun 2025
Publication
Hydrogen-powered aircraft constitute a transformative innovation in aviation motivated by the imperative for sustainable and environmentally friendly transportation solutions. This paper aims to concentrate on the design of hydrogen powertrains employing a system approach to propose representative design models for distribution and propulsion systems. Initially the requirements for powertrain design are formalized and a usecase-driven analysis is conducted to determine the functional and physical architectures. Subsequently for each component pertinent to preliminary design an analytical model is proposed for multidisciplinary analysis and optimization for powertrain sizing. A doublewall pipe model incorporating foam and vacuum multi-layer insulation was developed. The internal and outer pipes sizing were performed in accordance with standards for hydrogen piping design. Valves sizing is also considered in the present study following current standards and using data available in the literature. Furthermore models for booster pumps to compensate pressure drop and high-pressure pumps to elevate pressure at the combustion chamber entrance are proposed. Heat exchanger and evaporator models are also included and connected to a burning hydrogen engine in the sizing process. An optimal liner pipe diameter was identified which minimizes distribution systems weight. We also expect a reduction in engine length and weight while maintaining equivalent thrust.
Adaptive Robust Energy Management of Smart Grid with Renewable Integrated Energy System, Fuel Cell and Electric Vehicles Stations and Renewable Distributed Generation
Aug 2025
Publication
This study expresses energy scheduling in intelligent distribution grid with renewable resources charging stations and hydrogen stations for electric vehicles and integrated energy systems. In deterministic model objective function minimizes total operating energy losses and environmental costs of grid. Constraints are power flow equations network operating and voltage security limits operating model of renewable resources electric vehicle stations and integrated energy systems. Scheme includes uncertainties in load renewable resources charging and hydrogen stations and energy prices. Robust optimization uses to obtain an operation that is robust against the forecast error of the aforementioned uncertainties. Modeling electric vehicles station and aforementioned integrated energy systems considering economic operational and environmental objectives of network operator as objective function extracting a robust model of aforementioned uncertainties in order to extract a solution that is robust against the uncertainty prediction error and examining ability of energy management to improve voltage security of grid are among innovations of this paper. Numerical results obtained from various cases prove the aforementioned advantages and innovations. Energy management of resources charging and hydrogen stations and aforementioned integrated systems lead to scheme being robust against 35% of the prediction error of various uncertainties. In these conditions scheme has improved economic operational environmental and voltage security conditions by about 33.6% 7%- 37.4% 44.4% and 24.7% respectively compared to load flow studies. By applying optimal penalty price for energy losses and pollution pollution and energy losses in the network are reduced by about 45.15% and 34.1% respectively.
Thermodynamics Analysis of Generation of Green Hydrogen and Methanol through Carbon Dioxide Capture
Oct 2025
Publication
This extensive study delves into analyzing carbon dioxide (CO2)-capturing green hydrogen plant exploring its operation using multiple electrolysis techniques and examining their efficiency and impact on environment. The solar energy is used for the electrolysis to make hydrogen. Emitted CO2 from thermal power plants integrate with green hydrogen and produces methanol. It is a process crucial for mitigating environmental damage and fostering sustainable energy practices. The findings demonstrated that solid oxide electrolysis is the most effective process by which hydrogen can be produced with significant rate of 90 % efficiency. Moreover proton exchange membrane (PEM) becomes a viable and common method with an 80 % efficiency whereas the alkaline electrolysis has a moderate level of 63 % efficiency. Additionally it was noted that the importance of seasonal fluctuations where the capturing of CO2 is maximum in summer months and less in the winter is an important factor to consider in order to maximize the working of the plant and the allocation of resources.
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