Policy & Socio-Economics
Roadmap to Reach Global Net Zero Emissions for Developing Regions by 2085
Jan 2025
Publication
As climate change intensifies determining a developing region’s role in achieving net-zero emissions worldwide is crucial. However regional efforts considering historical emissions remain underexplored. Here we assess energy system changes technology adoption and investments needed for developing regions including five major- and minor-emitting nations. Our analysis using an integrated assessment model shows a large gap in regional efforts toward global net-zero emissions stemming from the necessary shift of energy systems to low-carbon resources. The use of new technologies like electric vehicles hydrogen and carbon capture varies by region with the highest adoption required between 2020 and 2030. Financing this shift needs an average gross domestic product (GDP) investment rise of 0.464% in minor-emitting regions and up to 2.1% in major-emitting regions by 2085. Our results could guide policies and support setting quantifiable targets for developing nations. The findings are key to facilitating strategic technology use and finance mobilization to achieve a carbon-neutral future.
Optimal Decarbonisation Pathways for the Italian Energy System: Modelling a Long-term Energy Transition to Achieve Zero Emission by 2050
May 2024
Publication
The goal of achieving a zero-emission energy system by 2050 requires accurate energy planning to minimise the overall cost of the energy transition. Long-term energy models based on cost-optimal solutions are extremely dependent on the cost forecasts of different technologies. However such forecasts are inherently uncertain. The aim of the present work is to identify a cost-optimal pathway for the Italian energy system decarbonisation and assess how renewable cost scenarios can affect the optimal solution. The analysis has been carried out with the H2RES model a single-objective optimisation algorithm based on Linear Programming. Different cost scenarios for photovoltaics on-shore and off-shore wind power and lithium-ion batteries are simulated. Results indicate that a 100% renewable energy system in Italy is technically feasible. Power-to-X technologies are crucial for balancing purposes enabling a share of non-dispatchable generation higher than 90%. Renewable cost scenarios affect the energy mix however both on-shore and off-shore wind saturate the maximum capacity potential in almost all scenarios. Cost forecasts for lithium-ion batteries have a significant impact on their optimal capacity and the role of hydrogen. Indeed as battery costs rise fuel cells emerge as the main solution for balancing services. This study emphasises the importance of conducting cost sensitivity analyses in long-term energy planning. Such analyses can help to determine how changes in cost forecasts may affect the optimal strategies for decarbonising national energy systems.
AI-ML Techniques for Green Hydrogen: A Comprehensive Review
Feb 2025
Publication
Green hydrogen is a cleaner source to replace fossil-based fuels and is critical in the global shift toward energy production to combat climate change. This review of embedding artificial intelligence (AI) and machine learning (ML) in the value chain of green hydrogen outlines the significant potential for full transformation. These include optimizing the utilization of renewable sources of energy improving electrolysis process hydrogen storage in the salt cavern that has better condition and smarter systems in distribution side with inexpensive logistics. In this it nullifies leak risks and safeguards the safety operations with detection using AI. Consequently it positions the paper emphasizing AI-ML approaches demonstrating significant advancements in efficiency and sustainability in green hydrogen technology.
Everything About Hydrogen Podcast: Resilience
Jul 2023
Publication
The EAH team discuss Nataliya’s plan for a green Ukraine including working with the current government on the Hydrogen Road Map. We also get another example of incredible Ukrainian resilience and discuss its importance for the current and future energy system.
The podcast can be found on their website.
The podcast can be found on their website.
Governance of Future-making: Green Hydrogen in Namibia and South Africa
Feb 2025
Publication
The green-hydrogen sector has created considerable expectations in the Global South about export-oriented development and industrial path creation. However whether and how these expectations are really materializing requires further scrutiny. This article develops a conceptual approach that we call governance of futuremaking. Thereby we want to understand how actors try to coordinate their expectations about future economic development in different contexts and across scales over time. We conceptualize the emergence of new regional development trajectories as resulting from the use of governance instruments with an increasing bindingness which reflect the interplay between governance of and by expectations. Based on this approach we analyze and compare green-hydrogen activities in Namibia and South Africa. We find that future-making is becoming more binding in both countries but has not resulted in path creation yet.
Hydrogen Revolution: Artificial Intelligence and Machine Learning Driven Policies, Feasibility, Challenges and Opportunities: Insights from Asian Countries
Aug 2025
Publication
Green hydrogen a zero-carbon emission fuel has become a real competitor to transform the energy market thanks to improvements in the electrolysis process decreased costs and the presence of renewable energy resources. Energy industries have shown considerable progress in hydrogen production due to the incorporation of artificial intelligence (AI) knowledge through algorithms AI-based models and data programs. These techniques can greatly enhance the production storage and transportation of hydrogen fuel. The main goal of this article is to demonstrate the recent technological advancements and the influence of various AI techniques algorithms and models on the hydrogen energy sector along with this further examination of the energy policies of countries like China Japan India and South Korea. The key challenges related to these energy policies are addressed through standardized datasets AI models and optimized environmental conditions. This paper serves as a valuable resource for researchers engineers and practitioners interested in applying cutting-edge technologies to enhance hydrogen safety systems. AI-based models contribute to the overall shift towards a sustainable energy future by enhancing efficiency reducing costs and facilitating hydrogen energy commerce for Asian countries. This study accelerates the global investigation and tremendous applications of sophisticated machine-learning methodologies for producing renewable green hydrogen.
Everything About Hydrogen Podcast: Getting Steel in the Ground in an IRA Driven H2 Market
May 2023
Publication
On this episode we speak with Scott Weiss Senior Vice President for Corporate Strategy and Ashleigh Cotting Senior Manager for Green Fuels Marketing with Apex Clean Energy. Apex has a history of developing utility scale renewables with more than 2GW under management and with nearly 8GW of renewables financed. Apex also partnered with Plug Power in April 2021 to develop a 345MW wind facility to support a 30 tonne per day green hydrogen production facility.
We are excited to discuss the emerging opportunities in the US hydrogen market and learn more about the challenges and learnings that the first project is providing and how that helps the team build the next generation of production facilities particularly in the Gulf Coast.
The podcast can be found on their website.
We are excited to discuss the emerging opportunities in the US hydrogen market and learn more about the challenges and learnings that the first project is providing and how that helps the team build the next generation of production facilities particularly in the Gulf Coast.
The podcast can be found on their website.
Everything About Hydrogen Podcast: Opportunities in Africa
Sep 2023
Publication
For the second episode in this new season the team interviews Oghosa Erhahon to discuss hydrogen opportunities in Africa including the African Climate Summit in September and what to look forward to at COP28.
The podcast can be found on their website.
The podcast can be found on their website.
The Role of Financial Mechanisms in Advancing Renewable Energy and Green Hydrogen
Jun 2025
Publication
Europe’s transition toward a low-carbon energy system relies on the deployment of hydrogen produced with minimized carbon emissions; however regulatory requirements increase system costs and create financial barriers. This study investigates the financial implications of enforcing European Commission rules for renewable hydrogen production from 2024 to 2048. Using a scenario-based modeling approach that draws on European power system investments in renewable energy the results show that immediate compliance leads to an additional cost of approximately eighty billion euros over twenty-four years corresponding to a 3.6 percent increase in total system costs. To address this investment gap the study employs a segmentation analysis of support mechanisms based on existing policies and market practices identifying seven categories that range from investment incentives and production subsidies to infrastructure and financial instruments. Among these hydrogen offtake support and infrastructure funding are identified as the most effective measures for reducing risk and enabling private investment. These findings provide strategic insights for policymakers seeking to align their regulatory ambitions with financially viable pathways for integrating renewable energy.
Energy Management in an Insular Region with Renewable Energy Sources and Hydrogen: The Case of Graciosa, Azores
Sep 2025
Publication
Insular regions face unique energy management challenges due to physical isolation. Graciosa (Azores) has high renewable energy sources (RES) potential theoretically enabling a 100% green system. However RES intermittency combined with the lack of energy storage solutions reduces renewable penetration and raises curtailment. This article studies the technical and economic feasibility of producing green hydrogen from curtailment energy in Graciosa through two distinct case studies. Case Study 1 targets maximum renewable penetration with green hydrogen serving as chemical storage converted back to electricity via fuel cells during RES shortages. Case Study 2 focuses on maximum profitability where produced gases are sold to monetize curtailment without additional electricity production. Levelized Cost of Hydrogen (LCOH) values of €3.06/kgH2 and €2.68/kgH2 respectively and Internal Rate of Return (IRR) values of 3.7% and 17.1% were obtained for Case Studies 1 and 2 with payback periods of 15.2 and 6.1 years. Hence only Case Study 2 is economically viable but it does not allow increasing the renewable share in the energy mix. Sensitivity analysis for Case Study 1 shows that overall efficiency and CAPEX are the main factors affecting viability highlighting the need for technological advances and economies of scale as well as the importance of public funding to promote projects like this.
Modeling Gas Producibility and Hydrogen Potential—An Eastern Mediterranean Case Study
Oct 2025
Publication
The transition to low-carbon energy systems demands robust strategies that leverage existing fossil resources while integrating renewable technologies. In this work a single-cycle Gaussian-based producibility model is developed to forecast natural gas production profiles domestic consumption export potential hydrogen production and revenues adaptive for untapped natural gas discoveries. Annual natural gas production is represented by a bell curve defined by peak year and maximum capacity allowing flexible adaptation to different reserve sizes. The model integrates renewable energy adoption and steam–methane reforming to produce hydrogen while tracking revenue streams from domestic sales exports and hydrogen markets alongside carbon taxation. Applicability is demonstrated through a case study of Eastern Mediterranean gas discoveries where combined reserves of 2399 bcm generate a production peak of 100 bcm/year in 2035 and deliver 40.71 billion kg of hydrogen by 2050 leaving 411.87 bcm of reserves. A focused Cyprus scenario with 411 bcm of reserves peaks at 10 bcm/year produces 4.07 billion kg of hydrogen and retains 212.29 bcm of reserves. Cumulative revenues span from USD 84.37 billion under low hydrogen pricing to USD 247.29 billion regionally while the Cyprus-focused case yields USD 1.79 billion to USD 18.08 billion. These results validate the model’s versatility for energy transition planning enabling strategic insights into infrastructure deployment market dynamics and resource management in gas-rich regions.
Low-emission Hydrogen: Global Value Chain Opportunities for Latecomers and Industrial Policy Challenges
Jul 2025
Publication
To meet decarbonization targets demand for low-emission hydrogen is increasing. A considerable share of supply will come from latecomer countries. We study how latecomer countries and firms participate in the emerging global low-emission hydrogen economy and how industrial policies can help maximize societal benefits. This requires a specific conceptualization of industrial policy: First the latecomer condition calls for specific policy mixes as latecomers typically cannot build on established innovation systems and network externalities and rather need to combine FDI attraction with measures strengthening absorptive capacity and ensuring knowledge transfer from FDI to domestic firms; second low-emission hydrogen is a policy-induced alternative that requires creating entirely new firm ecosystems while competing with lower-cost emission-intensive incumbent technologies. Hence industrial policies need to account for enhanced coordination failure and internalization of environmental costs. We analyze the published national hydrogen strategies of 20 latecomer economies and derive a novel typology differentiating four hydrogen-specific industrial development pathways. For each pathway we assess entry barriers and risks identify the policies suggested in the country strategies and discuss how likely those are to be successful. The novel pathway typology and comparison of associated policy mixes may help policymakers maximize the gains of hydrogen investments.
Hydrogen UK - Supply Chain Strategic Assessment: Phase I
Mar 2025
Publication
The UK Hydrogen Supply Chain Strategic Assessment – Phase II report is developed as an appendix to the UK Hydrogen Supply Chain Strategic Assessment – Phase I report published in September 2024. Whereas the Phase I report prioritised the supply side elements of the hydrogen supply chain i.e. power industry storage electrolytic production CCUS enabled production and networks the Phase II focuses on demand side elements in the hydrogen supply chain i.e. fuel cell systems (including cars vans heavy goods vehicles & non road mobile machinery rail marine) and hydrogen refuelling systems. The Phase II adopts the same approach as carried out in Phase I by utilising analysis based on feedback from survey questionnaires interviews with key industrial stakeholders and internal research.
The paper can be found on their website.
The paper can be found on their website.
The European Hydrogen Market Landscape - November 2024
Nov 2024
Publication
This report aims to summarise the status of the European hydrogen market landscape. It is based on the information available at the European Hydrogen Observatory (EHO) initiative the leading source of data on hydrogen in Europe exploring the basic concepts latest trends and role of hydrogen in the energy transition. The data presented in this report is based on research conducted until the end of September 2024. This report contains information on current hydrogen production and trade distribution and storage end-use cost and technology manufacturing as of the end of 2023 except if stated otherwise in Europe. A substantial portion of the data gathering was carried out within the framework of Hydrogen Europe's efforts for the European Hydrogen Observatory. Downloadable spreadsheets of the data can be accessed on the website: https://observatory.clean-hydrogen.europa.eu/. The production and trade section provides insights into hydrogen production capacity and production output by technology in Europe and into international hydrogen trade (export and import) to and between European countries. The section referring to distribution and storage presents the location and main attributes of operational dedicated hydrogen pipelines and storage facilities as well as publicly accessible and operational hydrogen refuelling stations in Europe. The end-use section provides information on annual hydrogen consumption per end-use in Europe the deployment of hydrogen fuel cell electric vehicles in Europe the current and future hydrogen Valleys in Europe and the leading scenarios for future hydrogen demand in Europe in 2030 2040 and 2050 by sector. The cost chapter offers a comprehensive examination of the levelised cost of hydrogen production by technology and country. This chapter also gives estimations of renewable hydrogen break-even prices for different end-use applications in addition to electrolyser cost components by technology. Finally a chapter on technologies manufacturing explores data on the European electrolyser manufacturing capacity and sales and the fuel cell market.
Levelised Cost of Hydrogen (LCOH) Calculator Manual - Update of the May 2024 Manual
May 2025
Publication
The LCOH calculator manual explains the methodology behind the calculator in detail and demonstrates how the calculator can be used.<br/>In this second version the default prices are updated based on the latest data available in the calculator and a new use case is introduced on changing the economic lifetime and cost of capital of an electrolysis installation.
Cruel Utopia of the Seas? Multiple Risks Challenge the Singular Hydrogen Hype in Finnish Maritime Logistics
Oct 2025
Publication
To address the global climate crisis maritime logistics are undergoing a transition away from fossil-based energy sources. The transition is envisaged to be both green (involving renewables) and digital (involving various kinds of digitalization). Much of the hope rests on the new hydrogen economy involving the build-up of infrastructure for hydrogen-derived alternative fuels such as methanol and ammonia. Indeed the new hydrogen economy is often portrayed as set to revolutionize maritime transport. The hope behind the hype reflects a belief in the performativity of hypes: some technological phenomenon will eventually materialise in innovation and business practices. In this paper we critically analyse the current hydrogen hype in the field of Finnish maritime logistics as a paradigmatic case of performative techno-optimism. Based on causal network analysis and thematic analysis of expert interviews and workshop data we argue that the phenomenon of performative techno-optimism is more nuanced than hitherto presented in the related literature. We showcase a variety of stances along a spectrum ranging from radical optimism to radical pessimism. Furthermore our causal network analysis indicates that the current green and digital transition of maritime transport is caught in a systemic catch-22: transitioning to alternative fuels in maritime logistics faces a lock-in of between overly cautious demand for alternative fuels leading to overly cautious investment in supply which only secures the modest demand. Finally our thematic analysis of techno-optimist stances suggests the following two major ways out of the systemic dilemma: large-scale technological innovations and global regulatory solutions.
System Efficiency Analysis of Direct Coupled PV-PEM Electrolyzer Systems
Oct 2025
Publication
Green hydrogen is an important technology in the energy transition with potential to decarbonize industrial processes increase renewable energy use and reduce reliance on fossil fuels yet it currently accounts for less than 1% of global hydrogen demand. One promising approach to expand production is the direct coupling of photovoltaic–electrolyzer systems. In this study overall and sub-system efficiencies were analyzed for different system setups coupling points and operating conditions such as temperature and irradiance. The highest overall system efficiencies were found to be more than 18%. The effect of varying irradiances on the coupled efficiency was not more than 5.7%. Different system designs optimized for different irradiances led to effects such as an increase in current density at the electrolyzer and thus an increase in the overvoltage which resulted in an overall efficiency loss of more than 3%. A key finding was that aligning the PV maximum power point with the electrolyzer polarization curve enables consistently high system efficiencies across the investigated irradiances. The findings were validated with two real life systems reproducing the coupling efficiencies of the model with 12%–14% including loss factors and approximately 18% for a direct coupled system respectively
Hydrogen Valleys to Foster Local Decarbonisation Targets: A Multiobjective Optimisation Approach for Energy Planning
Oct 2025
Publication
Hydrogen Valley represents localised ecosystems that enable the integrated production storage distribution and utilisation of hydrogen to support the decarbonisation of the energy system. However planning such integrated systems necessitates a detailed evaluation of their interconnections with variable renewable generation sector coupling and system flexibility. The novelty of this work lies in addressing a critical gap in system-level modelling for Hydrogen Valleys by introducing an optimization-based framework to determine their optimal configuration. This study focuses on the scenario-based multiobjective design of local hydrogen energy systems considering renewable integration infrastructure deployment and sector coupling. We developed and simulated three scenarios based on varying hydrogen pathways and penetration levels using the EnergyPLAN model implemented through a custom MATLAB Toolbox. Several decision variables such as renewable energy capacity electrolyser size and hydrogen storage were optimised to minimise CO₂ emissions total annual system cost and critical excess electricity production simultaneously. The findings show that Hydrogen Valley deployment can reduce CO₂ emissions by up to 30 % triple renewable penetration in the primary energy supply and lower the levelized cost of hydrogen from 7.6 €/kg to 5.6 €/kg despite a moderate increase in the total cost of the system. The approach highlights the potential of sector coupling and Power-to-X technologies in enhancing system flexibility and supporting green hydrogen integration. The outcome of our research offers valuable insights for policymakers and planners seeking to align local hydrogen strategies with broader decarbonisation targets and regulatory frameworks.
Examining Dynamics of Hydrogen Supply Chains
Mar 2025
Publication
Hydrogen is poised to play a pivotal role in achieving net-zero targets and advancing green economies. However a range of complex operational challenges hinders its planning production delivery and adoption. At the same time numerous drivers within the hydrogen value chain present significant opportunities. This paper investigates the intricate relationships between these drivers and barriers associated with hydrogen supply chain (HSC). Utilising expert judgment in combination Grey-DEMATEL technique we propose a framework to assess the interplay of HSC drivers and barriers. Gaining insight into these relationships not only improves access to hydrogen but also foster innovation in its development as a low-carbon resource. The use of prominence scores and net influence rankings for each driver and barrier in the framework provides a comprehensive understanding of their relative significance and impact. Our findings demonstrate that by identifying and accurately mapping these attributes clear cause-and-effect relationships can be established contributing to a more nuanced understanding of the HSC. These insights have broad implications across operational policy scholarly and social domains. For instance this framework can aid stakeholders in recognizing the range of opportunities available by addressing key barriers to hydrogen adoption.
Towards Inclusive Path Transplanation: Local Agency for Green Hydrogen Linkage Creation in Namibia
Aug 2025
Publication
Many countries of the Global South struggle to achieve inclusive growth paths despite investment in the exploitation of rich resources. Resource-based industrialization literature stresses the potential for achieving broader development effects via the development of production linkages with local enterprises. The focus lies on market-driven outsourcing dynamics that foster linkage development such as efficiency location-specific knowledge and technology and scale complexity. However little is known about the opportunity space for both policy making and local firms to create these linkages. To address this issue we incorporate the concept of change agency stemming from the path development literature into the discussion on production linkages to show how both (local) firm agency and system-level agency can achieve linkage creation for inclusive path transplantation. We illustrate the framework by scrutinizing the potential inclusion of solar energy companies in Namibia’s emerging green hydrogen economy. The study finds that while the potential for renewable energy companies in Namibia to participate in the value chain is limited an integrated bundle of measures relying on firm- and system-level agency could address peripheral contextual factors overcome entry barriers and leverage further potential for linkage creation in the solar energy sector: mobilizing the local workforce fostering inter-firm cooperation leveraging local advantages creating knowledge institutions enhancing the regulatory framework upgrading infrastructure and enforcing local content regulations.
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