Applications & Pathways
Assessing the Impact of Local Energy Generation and Storage to Achieve the Decarbonization of the Single-family Housing Stock in Germany
Nov 2024
Publication
The decarbonization of the building stock in this paper focusing the single-family house sector in Germany is essential to achieve the climate goals. In fact as the largest part of the building stock it represents more than 65 % of the entire German residential building stock. Current strategies and regulations have demonstrated low impact on carbon emission reduction due to poor renovation rates particularly in the single-family house typology. The present study analyzes the potential of carbon emission reduction prioritizing local renewable energy generation and storage in combination with improved building energy systems. Through a simulation-based approach it considers reference buildings of different age classes and formulates variants for improving strategies with different levels of retrofit under the premise of a fully renewable locally generated energy supply. Based on the potential for solar energy supply the variants consider the seasonal shift that needs to be stored and particularly the role of hydrogen as an energy storage medium. The study´s goal is quantifying the impacts of the local renewable energy production its required storage capacity depending on the retrofit depth both for estimating the potential of transforming the single-family house stock to net zero carbon emissions.
Hydrogen, Medium-range Airplane Design Optimisation for Minimal Global Warming Impact
May 2024
Publication
This paper focuses on the conceptual design optimization of liquid hydrogen aircraft and their performance in terms of climate impact cash operating cost and energy consumption. An automated multidisciplinary design framework for kerosene-powered aircraft is extended to design liquid hydrogen-powered aircraft at a conceptual level. A hydrogen tank is integrated into the aft section of the fuselage increasing the operating empty mass and wetted area. Furthermore the gas model of the engine is adapted to account for the hydrogen combustion products. It is concluded that for medium-range narrow-body aircraft using hydrogen technology the climate impact can be minimized by fying at an altitude of 6.0 km at which contrails are eliminated and the impact due to NOx emissions is expected to be small. However this leads to a deteriorated cruise performance in terms of energy and operating cost due to the lower lift-to-drag ratio (– 11%) and lower engine overall efciency (– 10%) compared to the energy-optimal solutions. Compared to cost-optimal kerosene aircraft the average temperature response can be reduced by 73–99% by employing liquid hydrogen depending on the design objective. However this reduction in climate impact leads to an increase in cash operating cost of 28–39% when considering 2030 hydrogen price estimates. Nevertheless an analysis of future kerosene and hydrogen prices shows that this cost diference can be signifcantly decreased beyond 2030.
Towards Net Zero Aviation: Exploring Safe Hydrogen Refuelling at Airports
Nov 2024
Publication
Hydrogen flight is one important part of the way to net zero aviation. However safety challenges around refuelling are not well understood but are paramount to enable airports to be more comfortable with using hydrogen in the airport environment. This study investigates safety considerations of hydrogen aircraft refuelling at airports. Technical and human factor risks are explored as well as risk assessment models. Two focus groups were conducted in 2022. Data was analysed using NVivo revealing major themes including the mental and physical performance of refuellers technical aspects of refuelling stations environmental factors and the use of risk assessment models. These findings contribute significantly to an understanding of hydrogen refuelling challenges in busy airport environments. Recommendations help airports preparing for hydrogen as a fuel source further supporting the transition towards net zero aviation. Future research could focus on carrying out experiments analysing chemical reactions between kerosene and hydrogen vapours and testing the identified risk assessment tools in different airport environments.
A Perspective on Emerging Energy Policy and Economic Research Agenda for Enabling Aviation Climate Action
Sep 2024
Publication
Due to the aviation energy sector's increasing contribution to climate change and the impact of climate change on the aviation sector determining key energy policy and economic research priorities for enabling an effective and equitable aviation climate action is becoming an increasingly important topic. In this perspective we address this research need using a four-pronged methodology. It includes (i) identifying topical matters highlighted in the media (news); (ii) formulating novel and feasible policy and economic research challenges that pertain to these contemporary issues; (iii) cross-referencing the proposed research challenges with academic literature to confirm their novelty and refining them as necessary; and (iv) validating the importance novelty and feasibility of these research challenges through consultation with a diverse group of aviation experts in fuel policy technology and infrastructure fields. Our results highlight twelve main themes. Among these the top emerging policy and economic research challenges as prioritized by expert input are – (i) frameworks for equitable responsibility allocation between developed and developing country airlines for future emissions; (ii) cost analysis of airlines' net-zero by 2050 commitments; (iii) effectiveness and opportunity cost of airlines investing in offsetting relative to reduction measures; (iv) EU aviation policies' historical and potential effects on airfares demand emissions EU air carriers' competitiveness passenger traffic through EU hubs regional economies and social climate funds' ability to mitigate distributional effects of EU aviation policies. These identified priorities can steer both industry and academic research toward creating practical recommendations for policymakers and industry participants. When it comes to future research the ever-changing nature of the challenges in achieving aviation climate action means that our findings might need regular updates.
Power-to-X in Southern Iraq: Techno-economic Assessment of Solar-powered Hydrogen Electrolysis Combined with Carbon Capture and Storage for Sustainable Energy Solutions
Feb 2025
Publication
This study investigates the techno-economic feasibility of a Power-to-X (PtX) system by integrating solarpowered hydrogen electrolysis with carbon capture and Fischer-Tropsch (FT) synthesis processes for e-fuel production in Basra Iraq. To this aim a comprehensive modeling framework is developed to cover the detailed simulation of E-fuel production along with the system cost analysis. The proposed PtX system is supposed to be located near the Hartha power plant which is one of the main sources of electricity in the Basra region allowing for the utilization of captured CO2 from the power plant’s exhaust gas. The PtX plant design shows significant potential producing 2.44 tonnes of (C12-C20) hydrocarbons and 3.36 tonnes of (C21-C40) heavy oils annually. This is achieved by utilizing 7.5 and 74.2 tonnes per year of hydrogen generated from solar electrolysis and captured CO2 respectively. A cash flow analysis covering 25 years shows that an E-fuel market price of $10 per liter is needed to achieve a positive cash flow within 15 years. The study also indicates that implementing a $200 per tonne carbon tax improves the economic feasibility of the project by allowing for earlier positive cash flows from 6 years and a quicker break-even point at the current E-fuel market price of $2 per liter with a NPV of $ 464 million. Sensitivity analysis reveals that higher carbon taxes and e-fuel prices enhance profitability by reducing payback periods and increasing the NPV. However an increase in hydrogen production costs introduces substantial risk with higher costs decreasing economic viability. The feasibility assessment suggests that despite the substantial initial investment needed for various system components the long-term advantages include reduced CO2 emissions and the potential for Iraq to emerge as a leader in renewable fuel production. Stable policies robust carbon taxes and cost-efficient hydrogen production are essential for the successful implementation of PtX project.
Advancing Hydrogen Gas Utilization in Industrial Boilers: Impacts on Critical Boiler Components, Mitigation Measures, and Future Perspectives
Sep 2024
Publication
This review sets out to investigate the detrimental impacts of hydrogen gas (H2 ) on critical boiler components and provide appropriate state-of-the-art mitigation measures and future research directions to advance its use in industrial boiler operations. Specifically the study focused on hydrogen embrittlement (HE) and high-temperature hydrogen attack (HTHA) and their effects on boiler components. The study provided a fundamental understanding of the evolution of these damage mechanisms in materials and their potential impact on critical boiler components in different operational contexts. Subsequently the review highlighted general and specific mitigation measures hydrogen-compatible materials (such as single-crystal PWA 1480E Inconel 625 and Hastelloy X) and hydrogen barrier coatings (such as TiAlN) for mitigating potential hydrogen-induced damages in critical boiler components. This study also identified strategic material selection approaches and advanced approaches based on computational modeling (such as phase-field modeling) and data-driven machine learning models that could be leveraged to mitigate potential equipment failures due to HE and HTHA under elevated H2 conditions. Finally future research directions were outlined to facilitate future implementation of mitigation measures material selection studies and advanced approaches to promote the extensive and sustainable use of H2 in industrial boiler operations.
Design of a Hydrogen Refueling Station with Hydrogen Production by Electrolysis, Storage and Dispensing for a Bus Fleet in the City of Valencia
Jul 2024
Publication
Hydrogen technologies are evolving to decarbonise the transport sector. The present work focuses on the technical design of a Hydrogen Refueling Station to supply hydrogen to five buses in the city of Valencia Spain. The study deals with the technical selection of the components from production to consumption setting an efficient standardisation method. Different calculation are used to size the storage systems for 70.8 kg of hydrogen produced by the elecrolyser daily. For the high-pressure storage system massive and cascade methods are proposed being the last one more efficient (1577.53 Nm3 non usable volume compared to 9948.95 Nm3 of the massive method).
Low-Carbon Economic Scheduling of Integrated Energy System Considering Flexible Supply–Demand Response and Diversified Utilization of Hydrogen
Feb 2025
Publication
With the large-scale deployment of renewable energy the issue of wind power consumption has become increasingly prominent leading to serious wind energy abandonment. In order to promote energy sustainability this paper proposes a low-carbon economic scheduling model of an integrated energy system (IES) that combines the flexible supply–demand response with the diversified utilization of hydrogen energy. A mixedinteger linear programming model is developed and solved using the commercial solver GUROBI to obtain the scheduling scheme that minimizes total costs. First decoupling analysis is performed for combined heat and power (CHP) units and the organic Rankine cycle (ORC) is introduced to enable dynamic output adjustments. On the demand side a flexible demand response mechanism is introduced which allows various types of loads to transfer within the scheduling cycle or substitute for each other within the same period. Additionally combining the clean characteristics of hydrogen this paper introduces hydrogen-doped CHP and other utilization strategies and develops a diversified utilization structure of hydrogen. A small IES is used for case analysis to verify the effectiveness of the above strategies. The results show that the proposed strategy can entirely consume wind power reduce total cost by 21.32% and decrease carbon emissions by 44.83% thereby promoting low-carbon economic operation and sustainable energy development of the system.
A Multi-objective Planning Tool for the Optimal Supply of Green Hydrogen for an Inustrial Port Area Decarbonisation
Jul 2024
Publication
This study addresses the challenge of decarbonizing highly energy-intensive Industrial Port Areas (IPA) focusing on emissions from various sources like ship traffic warehouses buildings cargo handling equipment and hardto-abate industry typically hosted in port areas. The analysis and proposal of technological solutions and their optimal integration in the context of IPA is a topic of growing scientific interest with considerable social and economic implications. Representing the main novelties of the work this study introduces (i) the development of a novel IPA energy and green hydrogen hub located in a tropical region (Singapore); (ii) a multi-objective optimization approach to analyse synthesize and optimize the design and operation of the hydrogen and energy hub with the aim of supporting decision-making for decarbonization investments. A sensitivity analysis identifies key parameters affecting optimization results indicating that for large hydrogen demands imported ammonia economically outperforms other green hydrogen carriers. Conversely local hydrogen production via electrolysis becomes economically viable when the capital cost of alkaline electrolyser drops by at least 30 %. Carbon tax influences the choice of green hydrogen but its price variation mainly impacts system operation rather than design. Fuel cells and batteries are not considered economically feasible solutions in any scenario.
Hydrogen Energy in Electrical Power Systems: A Review and Future Outlook
Aug 2024
Publication
Hydrogen energy as a zero-carbon emission type of energy is playing a significant role in the development of future electricity power systems. Coordinated operation of hydrogen and electricity will change the direction and shape of energy utilization in the power grid. To address the evolving power system and promote sustainable hydrogen energy development this paper initially examines hydrogen preparation and storage techniques summarizes current research and development challenges and introduces several key technologies for hydrogen energy application in power systems. These include hydrogen electrification technology hydrogen-based medium- and long-term energy storage and hydrogen auxiliary services. This paper also analyzes several typical modes of hydrogen–electricity coupling. Finally the future development direction of hydrogen energy in power systems is discussed focusing on key issues such as cost storage and optimization.
Artificial Intelligence for Hydrogen-Enabled Integrated Energy Systems: A Systematic Review
Aug 2024
Publication
Hydrogen-enabled Integrated Energy Systems (H-IES) stand out as a promising solution with the potential to replace current non-renewable energy systems. However their development faces challenges and has yet to achieve widespread adoption. These main challenges include the complexity of demand and supply balancing dynamic consumer demand and challenges in integrating and utilising hydrogen. Typical energy management strategies within the energy domain rely heavily on accurate models from domain experts or conventional approaches such as simulation and optimisation approaches which cannot be satisfied in the real-world operation of H-IES. Artificial Intelligence (AI) or Advanced Data Analytics (ADA) especially Machine Learning (ML) has the ability to overcome these challenges. ADA is extensively used across several industries however further investigation into the incorporation of ADA and hydrogen for the purpose of enabling H-IES needs to be investigated. This paper presents a systematic literature review to study the research gaps research directions and benefits of ADA as well as the role of hydrogen in H-IES.
An Assessment of Decarbonisation Pathways for Intercontinental Deep-sea Shipping Using Power-to-X Fuels
Aug 2024
Publication
Shipping corridors act as the arteries of the global economy. The maritime shipping sector is also a major source of greenhouse gas emissions accounting for 2.9% of the global total. The international nature of the shipping sector combined with issues surrounding the use of battery technology means that these emissions are considered difficult to eliminate. This work explores the transition to renewable fuels by examining the use of electrofuels (in the form of liquid hydrogen methane methanol ammonia and Fischer-Tropsch fuel) to decarbonise large container ships from a technical economic and environmental perspective. For an equivalent range to current fossil fuel vessels the cargo capacity of vessels powered by electrofuels decreases by between 3% and 16% depending on the fuel of choice due to the lower energy density compared with conventional marine fuels. If vessel operators are willing to sacrifice range cargo space can be preserved by downsizing onboard energy storage which necessitates more frequent refuelling. For a realistic green hydrogen cost of €3.5/kg (10.5 €c/kWh) in 2030 the use of electrofuels in the shipping sector results in an increase in the total cost of ownership of between 124% and 731% with liquid hydrogen in an internal combustion engine being the most expensive and methanol in an internal combustion engine resulting in the lowest cost increase. Despite this we find that the increased transportation costs of some consumer goods to be relatively small adding for example less than €3.27 to the cost of a laptop. In general fuels which do not require cryogenic storage and can be used in internal combustion engines result in the lowest cost increases. For policymakers reducing the environmental impact of the shipping sector is a key priority. The use of liquid hydrogen which results in the largest cost increase offers a 70% reduction in GHG emissions for an electricity carbon intensity of 80 gCO2e/ kWh which is the greatest reduction of all fuels assessed in this work. A minimum carbon price of €400/tCO2 is required to allow these fuels to reach parity with conventional shipping operations. To meet European Union emissions reductions targets electricity with an emissions intensity below 40 gCO2e/kWh is required which suggests that for electrofuels to be truly sustainable direct connection with a source of renewable electricity is required.
Green Energy Fuelling Stations in Road Transport: Poland in the European and Global Context
Aug 2025
Publication
The transition to green energy in the transport sector is becoming a priority in the context of global climate challenges and the European Green Deal. This paper investigates the development of alternative fuelling stations particularly electric vehicle (EV) charging infrastructure and hydrogen stations across EU countries with a focus on Poland. It combines a policy and technology overview with a quantitative scientific analysis offering a multidimensional perspective on green infrastructure deployment. A Pearson correlation analysis reveals significant links between charging station density and both GDP per capita and the share of renewable energy. The study introduces an original Infrastructure Accessibility Index (IAI) to compare infrastructure availability across EU member states and models Poland’s EV charging station demand up to 2030 under multiple growth scenarios. Furthermore the article provides a comprehensive overview of biofuels including first- second- and third-generation technologies and highlights recent advances in hydrogen and renewable electricity integration. Emphasis is placed on life cycle considerations energy source sustainability and economic implications. The findings support policy development toward zero-emission mobility and the decarbonisation of transport systems offering recommendations for infrastructure expansion and energy diversification strategies.
Performance and Emissions Characteristics of Hydrogen-diesel Heavy-duty Engines: The Influence of Engine Control Parameters
Feb 2025
Publication
The introduction of gaseous hydrogen (H2) into the intake air of a heavy-duty diesel engine results in H2-diesel dual-fuel (HDDF) combustion which offers a near-term pathway to reduce CO2 emissions in heavy-duty longhaul trucking. Since H2 introduction impacts oxygen availability combustion characteristics and emissions simultaneously it is imperative to appropriately optimize and control the input parameters including intake air pressure diesel injection timing and EGR ratio. This study investigates the impacts of these controlling parameters on the combustion characteristics limiting factors and emissions of an HDDF engine. Experimental tests were conducted on a 2.4 L single-cylinder research engine under medium load and speed conditions (1200 rpm 8 bar brake mean effective pressure) with varying H2 fractions. The results show that engine performance and combustion parameters are not solely influenced by H2 introduction. Instead the key factor is how H2 introduction affects combustion phasing and fuels equivalence ratio at various intake air pressures and diesel injection timings. The findings demonstrate that technical challenges in HDDF combustion such as combustion harshness (indicated by maximum rate of pressure rise) and unburned H2 (“H2 slip”) can be addressed through coordinated control of intake air pressure diesel injection timing and EGR ratio based on H2 energy ratio. At high H2 energy ratios adding 20% EGR effectively reduced combustion harshness by up to 40% and NOx emissions by 68% with negligible impact on brake thermal efficiency and H2 slip. At a given EGR level precise control of combustion phasing and intake pressure enabled the introduction of 40% H2 energy ratio resulting in 40% reduction in CO₂ emissions and 55% reduction in particulate matter emissions with no increase in NOx levels compared to the baseline diesel operation. These outcomes establish simultaneous adjustment of key engine control parameters as a practical strategy to maximize H2 introduction while addressing technical challenges in HDDF combustion. This ensures comparable engine performance with significantly lower CO2 emissions compared to conventional heavy-duty diesel engines.
Net-Zero Greenhouse Gas Emission Electrified Aircraft Propulsion for Large Commercial Transport
Sep 2024
Publication
Until recently electrified aircraft propulsion (EAP) technology development has been driven by the dual objectives of reducing greenhouse gas (GHG) emissions and addressing the depletion of fossil fuels. However the increasing severity of climate change posing a significant threat to all life forms has resulted in the global consensus of achieving net-zero GHG emissions by 2050. This major shift has alerted the aviation electrification industry to consider the following: What is the clear path forward for EAP technology development to support the net-zero GHG goals for large commercial transport aviation? The purpose of this paper is to answer this question. After identifying four types of GHG emissions that should be used as metrics to measure the effectiveness of each technology for GHG reduction the paper presents three significant categories of GHG reduction efforts regarding the engine evaluates the potential of EAP technologies within each category as well as combinations of technologies among the different categories using the identified metrics and thus determines the path forward to support the net-zero GHG objective. Specifically the paper underscores the need for the aviation electrification industry to adapt adjust and integrate its EAP technology development into the emerging new engine classes. These innovations and collaborations are crucial to accelerate net-zero GHG efforts effectively.
Assessing the Impacts of Net Zero Transport Scenarios in France on Biomass Resources, Hydrogen and Electricity Consumption
May 2025
Publication
The transport sector in France accounts for 30% of national emissions and will require significant decarbonization effort to achieve carbon neutrality in 2050. Various technological solutions from electric vehicles to renewable fuel such as biofuels and e-fuels as well as changes in demand are envisioned to reach this target. We build three technological foresight scenarios and two sufficiency variants mainly based on different readings of the European regulations banning the sale of internalcombustion-engine vehicles and setting Sustainable Aviation Fuel incorporation rates. The transport hydrogen and biomass sectors are modeled in system dynamics to assess the detail impacts of these scenarios on biomass resources and energy consumption. In all scenarios the total electricity demand increases drastically regardless of the technological choices made for the vehicle fleets mainly due to the production of e-fuels for aviation. None of the technological scenarios studied suggest that biomass supply is unfeasible. However in a scenario with low electrification there is a potentially increased dependence on imports for waste oils and fats and competing uses or tensions with other demand sectors may arise over some biomass for anaerobic digestion and lignocellulosic resources. To reduce these potential tensions and the demand for electricity sufficiency measures seem necessary in addition to technological advancements.
Experimental Investigation on Knock Characteristics from Pre-Chamber Gas Engine Fueled by Hydrogen
Feb 2024
Publication
Hydrogen-fueled engines require large values of the excess air ratio in order to achieve high thermal efficiency. A low value of this coefficient promotes knocking combustion. This paper analyzes the conditions for the occurrence of knocking combustion in an engine with a turbulent jet ignition (TJI) system with a passive pre-chamber. A single-cylinder engine equipped with a TJI system was running with an air-to-fuel equivalence ratio λ in the range of 1.25–2.00 and the center of combustion (CoC) was regulated in the range of 2–14 deg aTDC (top dead center). Such process conditions made it possible to fully analyze the ascension of knock combustion until its disappearance with the increase in lambda and CoC. Measures of knock in the form of maximum amplitude pressure oscillation (MAPO) and integral modulus of pressure oscillation (IMPO) were used. The absolute values of these indices were pointed out which can provide the basis for the definition of knock combustion. Based on our own work the MAPO index > 1 bar was defined determining the occurrence of knocking (without indicating its quality). In addition taking into account MAPO it was concluded that IMPO > 0.13 bar·deg is the quantity responsible for knocking combustion.
Decarbonisation and Hydrogen Integration of Steel Industries: Recent Development, Challenges and Technoeconomics Analysis
Feb 2023
Publication
The steel industry is one of the major sources of greenhouse gas emissions with significant energy demand. Currently 73% of the world’s steel is manufactured through the coal-coke-based blast furnace-basic oxygen furnace route (BF-BOF) emitting about two tonnes of CO2 per tonne of steel produced. This review reports the major technologies recent developments challenges and technoeconomic comparison of steelmaking technol ogies emphasising the integration of hydrogen in emerging and established ironmaking and steelmaking pro cesses. Significant trials are underway especially in Germany to replace coal injected in the tuyeres of the blast furnace with hydrogen. However it is not clear that this approach can be extended beyond 30% replacement of coke because of the associated technical challenges. Direct smelting and fluidised bed technologies can emit 20%–30% less CO2 without carbon capture and storage utilisation. The implications of hydrogen energy in these technologies as a substitute for natural gas and coal are yet to be fully explored. A hydrogen-based direct reduction of iron ore (DRI) and steel scrap melting in an electric arc furnace (EAF) appeared to be the most mature technological routes to date capable of reducing CO2 emission by 95% but rely on the availability of rich iron concentrates as feed materials. Shaft furnace technologies are the common DRI-making process with a share of over 72% of the total production. The technology has been developed with natural gas as the main fuel and reductant. However it is now being adapted to operate predominantly on hydrogen to produce a low-carbon DRI product. Plasma and electrolysis-based iron and steelmaking are some of the other potential technologies for the application of hydrogen with a CO2 reduction potential of over 95%. However these technologies are in the preliminary stage of development with a technology readiness level of below 6. There are many technological challenges for the application of hydrogen in steel manufacturing such as challenges in distributing heat due to the endothermic H2 reduction process balancing carbon content in the product steel (particularly using zerocarbon DRI) removal of gangue materials and sourcing of cost-competitive renewable hydrogen and highquality iron ore (65>Fe). As iron ore quality degrades worldwide several companies are considering melting DRI before steelmaking possibly using submerged arc technology to eliminate gangue materials. Hence sig nificant laboratory and pilot-scale demonstrations are required to test process parameters and product qualities. Our analysis anticipates that hydrogen will play an instrumental role in decarbonising steel industries by 2035.
Design Considerations and Preliminary Hydrodynamic Analysis of an Offshore Decentralised Floating Wind-hydrogen System
Sep 2024
Publication
Despite the number of works on the techno-economics of offshore green hydrogen production there is a lack of research on the design of floating platforms to concomitantly support hydrogen production facilities and wind power generation equipment. Indeed previous studies on offshore decentralised configuration for hydrogen production implicitly assume that a floating platform designed for wind power generation (FOWT) can be also suitable as a floating wind hydrogen system (FWHS). This work proposes a novel design for an offshore decentralised FWHS and analyses the effects of the integration of the hydrogen facilities on the platform’s dynamics and how this in turn affects the performances of the wind turbine and the hydrogen equipment. Our findings indicate that despite the reduction in platform’s stability the performance of the wind turbine is barely affected. Regarding the hydrogen system our results aim at contributing to further assessment and design of this equipment for offshore conditions.
Closed Loop Model Predictive Control of a Hybrid Battery-Hydrogen Energy Storage System using Mixed-Integer Linear Programming
Mar 2024
Publication
The derivation of an efficient operational strategy for storing intermittent renewable energies using a hybrid battery-hydrogen energy storage system is a difficult task. One approach for deriving an efficient operational strategy is using mathematical optimization in the context of model predictive control. However mathematical optimization derives an operational strategy based on a non-exact mathematical system representation for a specified prediction horizon to optimize a specified target. Thus the resulting operational strategies can vary depending on the optimization settings. This work focuses on evaluating potential improvements in the operational strategy for a hybrid batteryhydrogen energy storage system using mathematical optimization. To investigate the operation a simulation model of a hybrid energy storage system and a tailor-made mixed integer linear programming optimization model of this specific system are utilized in the context of a model predictive control framework. The resulting operational strategies for different settings of the model predictive control framework are compared to a rule-based controller to show the potential benefits of model predictive control compared to a conventional approach. Furthermore an in-depth analysis of different factors that impact the effectiveness of the model predictive controller is done. Therefore a sensitivity analysis of the effect of different electricity demands and resource sizes on the performance relative to a rule-based controller is conducted. The model predictive controller reduced the energy consumption by at least 3.9 % and up to 17.9% compared to a rule-based controller. Finally Pareto fronts for multi-objective optimizations with different prediction and control horizons are derived and compared to the results of a rule-based controller. A cost reduction of up to 47 % is achieved by a model predictive controller with a prediction horizon of 7 days and perfect foresight. Keywords: Model Predictive Control Optimization Mixed Integer Linear Programming Hybrid Battery-Hydrogen Energy Storage System
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