Energy; Remote Renewable Energy Hub; Optimisation; Power-to-X
Abstract :
[en] In this paper, we propose a multi-RREH (Remote Renewable Energy Hub) based optimization framework. This framework allows a valorization of CO2 using carbon capture technologies. This valorization is grounded on the idea that CO2 gathered from the atmosphere or post combustion can be combined with hydrogen to produce synthetic methane. The hydrogen is obtained from water electrolysis using renewable energy (RE). Such renewable energy is generated in RREHs, which are locations where RE is cheap and abundant (e.g., solar PV in the Sahara Desert, or wind in Greenland). We instantiate our framework on a case study focusing on Belgium and 2 RREHs, and we conduct a techno-economic analysis under uncertainty. This analysis highlights, among others, the interest in capturing CO2 via Post Combustion Carbon Capture (PCCC) rather than only through Direct Air Capture (DAC) for methane synthesis in RREH. By doing so, a notable reduction of 10% is observed in the total cost of the system under our reference scenario. In addition, we use our framework to derive a carbon price threshold above which carbon capture technologies may start playing a pivotal role in the decarbonation process of our industries. For example, this price threshold may give relevant information for calibrating the EU Emission Trading System so as to trigger the emergence of the multi-RREH.
Disciplines :
Energy
Author, co-author :
Dachet, Victor ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Smart grids
Benzerga, Amina ; Université de Liège - ULiège > Montefiore Institute of Electrical Engineering and Computer Science ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Smart grids
Coppitters, Diederik; UCL - Université Catholique de Louvain [BE]
Contino, Francesco; UCL - Université Catholique de Louvain [BE]
Fonteneau, Raphaël ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Smart grids
Ernst, Damien ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Smart grids
Language :
English
Title :
Towards CO2 valorization in a multi remote renewable energy hub framework with uncertainty quantification
Publication date :
2024
Journal title :
Journal of Environmental Management
ISSN :
0301-4797
eISSN :
1095-8630
Publisher :
Elsevier, Atlanta, Georgia
Special issue title :
Environmental impact of energy systems. Sustainability, resilience, & circular economy.
Berger, Mathias, Radu, David, Fonteneau, Raphaël, Deschuyteneer, Thierry, Detienne, Ghislain, Ernst, Damien, The role of power-to-gas and carbon capture technologies in cross-sector decarbonisation strategies. Electr. Power Syst. Res. 0378-7796, 180, 2020, 106039, 10.1016/j.epsr.2019.106039 URL https://www.sciencedirect.com/science/article/pii/S037877961930358X.
Bertsimas, Dimitris, Tsitsiklis, John N., Introduction to Linear Optimization. 1997, Athena Scientific 978-1886529199.
Blanco, Herib, Faaij, André, A review at the role of storage in energy systems with a focus on Power to Gas and long-term storage. Renew. Sustain. Energy Rev. 1364-0321, 81, 2018, 1049–1086, 10.1016/j.rser.2017.07.062 URL https://www.sciencedirect.com/science/article/pii/S1364032117311310.
Cai, Wei, Wen, Xiaodong, Li, Chaoen, Shao, Jingjing, Xu, Jianguo, Predicting the energy consumption in buildings using the optimized support vector regression model. Energy, 273, 2023, 127188.
Chatzivasileiadis, Spyros, Ernst, Damien, Andersson, Göran, The global grid. Renew. Energy 57 (2013), 372–383.
Coppitters, Diederik, Contino, Francesco, Optimizing upside variability and antifragility in renewable energy system design. Sci. Rep., 13(1), 2023, 9138.
Coppitters, Diederik, Tsirikoglou, Panagiotis, De Paepe, Ward, Kyprianidis, Konstantinos, Kalfas, Anestis, Contino, Francesco, RHEIA: Robust design optimization of renewable Hydrogen and dErIved energy cArrier systems. J. Open Source Softw., 7(75), 2022, 4370.
Dachet, Victor, Benzerga, Amina, Fonteneau, Raphaël, Ernst, Damien, Towards CO2 valorization in a multi remote renewable energy hub framework. 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS 2023, 2023 URL https://hdl.handle.net/2268/301033.
Danish Energy Agency, Technology data for carbon capture, transport and storage. 2023 URL https://ens.dk/en/our-services/projections-and-models/technology-data/technology-data-carbon-capture-transport-and.
Deng, Zhongwei, Hu, Xiaosong, Lin, Xianke, Che, Yunhong, Xu, Le, Guo, Wenchao, Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression. Energy, 205, 2020, 118000.
Dubois, Antoine, Computing the Necessary Conditions for the Transition of Our Energy Systems. (PhD thesis), 2023, ULiège-Université de Liège [Sciences Appliquées], Liège, Belgium.
Elia, Load and load forecasts – Total load. 2022 URL https://www.elia.be/en/grid-data/load-and-load-forecasts.
Elia, Power generation. 2022 URL https://www.elia.be/en/grid-data/power-generation.
European Commission and Directorate-General for Energy, EU Energy in Figures: Statistical Pocketbook 2021. 2021, Publications Office of the European Union, 10.2833/511498.
Fluxys, Flow data – Ex-post domestic exit point information. 2022 URL https://gasdata.fluxys.com/fr/transmission-ztp-trading-services/flow-data/.
Geidl, Martin, Koeppel, Gaudenz, Favre-Perrod, Patrick, Klockl, Bernd, Andersson, Goran, Frohlich, Klaus, Energy hubs for the future. IEEE Power Energy Mag. 5:1 (2006), 24–30.
Gradov, Dmitry Vladimirovich, Yusuf, Yusuf Oluwatoki, Ojalainen, Jussi, Suuronen, Jarkko, Eskola, Roope, Roininen, Lassi, Koiranen, Tuomas, Modelling of a continuous veneer drying unit of industrial scale and model-based ANOVA of the energy efficiency. Energy, 244, 2022, 122673.
Hampp, Johannes, Düren, Michael, Brown, Tom, Import options for chemical energy carriers from renewable sources to Germany. Plos One 18:2 (2023), 1–31, 10.1371/journal.pone.0281380.
Liu, Zhenya, Global Energy Interconnection. 2015, Academic Press.
Mavromatidis, Georgios, Orehounig, Kristina, Carmeliet, Jan, A review of uncertainty characterisation approaches for the optimal design of distributed energy systems. Renew. Sustain. Energy Rev. 88 (2018), 258–277.
Mohammadi, Mohammad, Noorollahi, Younes, Mohammadi-Ivatloo, Behnam, Yousefi, Hossein, Energy hub: From a model to a concept–A review. Renew. Sustain. Energy Rev. 80 (2017), 1512–1527.
Moret, Stefano, Gironès, Víctor Codina, Bierlaire, Michel, Maréchal, François, Characterization of input uncertainties in strategic energy planning models. Appl. Energy 202 (2017), 597–617.
Nadimi, Reza, Tokimatsu, Koji, Analyzing of renewable and non-renewable energy consumption via Bayesian inference. Energy Procedia 142 (2017), 2773–2778.
O'Malley, Mark, Kroposki, Benjamin, Hannegan, Bryan, Madsen, Henrik, Andersson, Mattias, D'haeseleer, William, McGranaghan, Mark F, Dent, Chris, Strbac, Goran, Baskaran, Suresh, et al. Energy Systems Integration. Defining and Describing the Value Proposition: Technical Report., 2016, National Renewable Energy Lab.(NREL), Golden, CO (United States).
Pfennig, Maximilian, Böttger, Diana, Häckner, Benedikt, Geiger, David, Zink, Christoph, Bisevic, André, Jansen, Lukas, Global GIS-based potential analysis and cost assessment of Power-to-X fuels in 2050. Appl. Energy 0306-2619, 347, 2023, 121289, 10.1016/j.apenergy.2023.121289 URL https://www.sciencedirect.com/science/article/pii/S0306261923006530.
Poncelet, Kris, Delarue, Erik, Six, Daan, Duerinck, Jan, D'haeseleer, William, Impact of the level of temporal and operational detail in energy-system planning models. Appl. Energy 162 (2016), 631–643, 10.1016/j.apenergy.2015.10.100.
Radu, David, Berger, Mathias, Dubois, Antoine, Fonteneau, Raphaël, Pandžić, Hrvoje, Dvorkin, Yury, Louveaux, Quentin, Ernst, Damien, Assessing the impact of offshore wind siting strategies on the design of the European power system. Appl. Energy, 305, 2022, 117700.
Rixhon, Xavier, Limpens, Gauthier, Coppitters, Diederik, Jeanmart, Hervé, Contino, Francesco, The role of electrofuels under uncertainties for the belgian energy transition. Energies, 14(13), 2021, 4027.
Sadeghi, Hadi, Rashidinejad, Masoud, Moeini-Aghtaie, Moein, Abdollahi, Amir, The energy hub: An extensive survey on the state-of-the-art. Appl. Therm. Eng., 161, 2019, 114071.
Samus, Tobias, Lang, Bastian, Rohn, Holger, Assessing the natural resource use and the resource efficiency potential of the Desertec concept. Sol. Energy 87 (2013), 176–183.
Schröder, Thomas, Kuckshinrichs, Wilhelm, Value of lost load: An efficient economic indicator for power supply security? A literature review. Front. Energy Res. 2296-598X, 3, 2015, 10.3389/fenrg.2015.00055 URL https://www.frontiersin.org/articles/10.3389/fenrg.2015.00055.
Sudret, Bruno, Polynomial chaos expansions and stochastic finite-element methods. Risk and Reliability in Geotechnical Engineering, Vol. Chap. 6, 2014, 265–300 (2003).
Trading Economics, EU carbon permits. 2023 URL https://tradingeconomics.com/commodity/carbon.
Tree Energy Solution, Green cycle. 2024 https://tes-h2.com/green-cycle. (Accessed 22 April 2024).
Xavier, Fettweis, Jason E., Box, Cécile, Agosta, Charles, Amory, Christoph, Kittel, Charlotte, Lang, Dirk, van As, Horst, Machguth, Hubert, Gallée, Reconstructions of the 1900–2015 Greenland ice sheet surface mass balance using the regional climate MAR model. Cryosphere 11:2 (2017), 1015–1033, 10.5194/tc-11-1015-2017 URL https://tc.copernicus.org/articles/11/1015/2017/.
Yu, J., Bakic, K., Kumar, A., Iliceto, A., Beleke Tabu, L., Ruaud, J.L., Fan, J., Cova, B., Li, H., Ernst, Damien, Fonteneau, Raphaël, Theku, M., Sanchis, G., Chamollet, M., Le Du, M., Zhang, Y., Chatzivasileiadis, S., Radu, David-Constantin, Berger, Mathias, Stabile, M., Heymann, F., Dupré La Tour, M.A., Manuel de Villena Millan, Miguel, Ranjbar, M., 2019. Global Electricity Network - Feasibility Study. Technical Report, URL.