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# Journal articles
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### Model documentation (please cite this if looking for a generic Backbone reference)
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Helistö, N., Kiviluoma, J., Ikäheimo, J., Rasku, T., Rinne, E., O’Dwyer, C., Li, R., & Flynn, D. (2019). Backbone - An adaptable energy systems modelling framework. Energies, 12(17), 3388. https://doi.org/10.3390/en12173388
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### Model verification for power systems (using an IEEE test system)
|
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C. Barrows et al. (2020). The IEEE Reliability Test System: A Proposed 2019 Update. IEEE Transactions on Power Systems, vol. 35, no. 1, pp. 119-127, Jan. 2020. https://doi.org/10.1109/TPWRS.2019.2925557
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### Papers with a methodological focus
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Rasku, T., Lastusilta, T., Hasan, A., Ramesh, R., Kiviluoma J. (2023). Economic Model-Predictive Control of Building Heating Systems Using Backbone Energy System Modelling Framework. Buildings, 13(12), 3089. https://doi.org/10.3390/buildings13123089
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Finke, J. and Bertsch, V. (2023). Implementing a highly adaptable method for the multi-objective optimisation of energy systems. Applied Energy, Volume 332, 2023, 120521, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2022.120521.
|
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|
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Helistö, N., Kiviluoma, J., Morales-España, G. & O’Dwyer, C. (2021). Impact of operational details and temporal representations on investment planning in energy systems dominated by wind and solar. Applied Energy, 290, 116712. https://doi.org/10.1016/j.apenergy.2021.116712
|
|
|
|
|
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Helistö, N., Kiviluoma, J., & Reittu, H. (2020). Selection of representative slices for generation expansion planning using regular decomposition. Energy, 211, 118585. https://doi.org/10.1016/j.energy.2020.118585
|
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Rasku, T., Miettinen, J., Rinne, E., & Kiviluoma, J. (2020). Impact of 15-day energy forecasts on the hydro-thermal scheduling of a future Nordic power system. Energy, 192, 116668. https://doi.org/10.1016/j.energy.2019.116668
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### Case studies
|
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|
Plaga, L., Lynch, M., Curtis, J., Bertsch, V. (2024) How public acceptance affects power system development—A cross-country analysis for wind power, Applied Energy, https://doi.org/10.1016/j.apenergy.2024.122745.
|
|
|
|
|
|
Lindroos, T. J., & Ikäheimo, J. (2024). Profitability of demand side management systems under growing shares of wind and solar in power systems. Energy Sources, Part B: Economics, Planning, and Policy, 19(1). https://doi.org/10.1080/15567249.2024.2331487
|
|
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|
Mutke, J., Plaga, L., Bertsch, V. (2023) Influence of bioenergy and transmission expansion on electrical energy storage requirements in a gradually decarbonized European power system, Journal of Cleaner Production,
|
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|
https://doi.org/10.1016/j.jclepro.2023.138133.
|
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Putkonen, N., Lindroos, T.J., Neniškis, E., Žalostība, D., Norvaiša, E., Galinis, A., Teremranova, J. & Kiviluoma, J. (2022) Modeling the Baltic countries’ Green Transition and Desynchronization from the Russian Electricity Grid. https://dx.doi.org/10.54337/ijsepm.7059
|
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Pursiheimo, E., Lindroos, T. J., Sundell, D., Rämä, M., Tulkki, V. (2022) Optimal Investment Analysis for Heat Pumps and Nuclear Heat in Decarbonised Helsinki Metropolitan District Heating System. Energy Storages and Saving, https://doi.org/10.1016/j.enss.2022.03.001
|
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Kiviluoma, J., O'Dwyer, C., Ikäheimo, J., Lahon, R., Li, Ran, Kirchem D., Helistö, N., Rinne, E., Flynn, D. (2022) Multi-sectoral flexibility measures to facilitate wind and solar power integration. IET Renew. Power Gener., https://doi.org/10.1049/rpg2.12399
|
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|
|
Ikäheimo, J., Weiss, R., Kiviluoma, J., Pursiheimo, E., & Lindroos, T. J. (2022). Impact of power-to-gas on the cost and design of the future low-carbon urban energy system. Applied Energy, 305, [117713]. https://doi.org/10.1016/j.apenergy.2021.117713
|
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|
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Lindroos, T. J., Mäki, E., Koponen, K., Hannula, I., Kiviluoma, J., & Raitila, J. (2021). Replacing fossil fuels with bioenergy in district heating – Comparison of technology options. Energy, 231, [120799]. https://doi.org/10.1016/j.energy.2021.120799
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|
|
|
|
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Rasku, T., & Kiviluoma, J. (2019). A comparison of widespread flexible residential electric heating and energy efficiency in a future Nordic power system. Energies, 12(1), 5. https://doi.org/10.3390/en12010005
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# Book chapters
|
|
|
|
|
|
Pursiheimo, E., & Kiviluoma, J. (2021). Analyzing electrification scenarios for the northern European energy system. In Electrification (pp. 271-288). Academic Press.
|
|
|
|
|
|
# Conference papers
|
|
|
|
|
|
Helistö, N., Johanndeiter, S., & Kiviluoma, J. (Accepted/In press). The impact of sector coupling and demand-side flexibility on electricity prices in a close to 100% renewable power system. In 2023 19th International Conference on the European Energy Market (EEM) IEEE Institute of Electrical and Electronic Engineers.
|
|
|
|
|
|
Plaga, L., Bertsch, V. Robust planning of a European Electricity System under climate uncertainty. In 2022 18th International Conference on the European Energy Market (EEM). https://doi.org/10.1109/eem54602.2022.9921057
|
|
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|
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Kiviluoma, J., O'Dwyer, C., Ikäheimo, J., Lahon, R., Li, R., Kirchem, D., Helistö, N., Rasku, T., Rinne, E., & Flynn, D. (2021). Analysing wind and solar power integration with a multi-carrier energy system model of Ireland. In The 9th Renewable Power Generation Conference (RPG Dublin Online 2021) (pp. 246-252). Institution of Engineering and Technology IET. https://doi.org/10.1049/icp.2021.1385
|
|
|
|
|
|
Misaghian, M. S., Li, R., & Flynn, D. (2021). Fast Frequency Response Provision from Commercial Demand Response, from Scheduling to Stability in Power Systems. In The 9th Renewable Power Generation Conference (RPG Dublin Online 2021) Institution of Engineering and Technology IET. https://doi.org/10.1049/icp.2021.1366
|
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|
|
Putkonen, N., Lindroos, T.J., Neniškis, E., Žalostība, D., Norvaiša, E., Galinis, A., Teremranova, J. & Kiviluoma, J. (2021). Open-Source Backbone Model for Studying the Development of the Baltic Energy System. In the 16th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES).
|
|
|
|
|
|
Pursiheimo, E., Lindroos, T.J., Sundell, D., Rämä, M., & Tulkki, V. (2021). Optimal Investment Analysis for Heat Pumps and Nuclear Heat in Decarbonised Helsinki Metropolitan District Heating System. In the 16th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES).
|
|
|
|
|
|
Lahon, R., Stanley, S., O'Dwyer, C., Devine, M., & Flynn, D. (2020, September). Impact of Wide-Scale Data Centre Growth on Power System Operation with Large Share of Renewables. In 2020 17th International Conference on the European Energy Market (EEM) (pp. 1-6). IEEE.
|
|
|
|
|
|
Miettinen, J. J., Ikaheimo, J., Rasku, T., Holttinen, H., & Kiviluoma, J. (2018). Impact of longer stochastic forecast horizon on the operational cost of a power system. In 15th International Conference on the European Energy Market, EEM 2018 [8469219] IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/EEM.2018.8469219
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# Other publications
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|
|
|
|
|
O’Dwyer, C., Anwar, M., Dillon, J., Bakhtvar, M., Buttitta, G., Andrade Cabrera, C., Baltputnis, K., Broka, Z., Kozadajevs, J., Sauhats, A., Rasku, T., Kiviluoma, J., Schill, W.-P., & Zerrahn, A. (2018). H2020 RealValue D3.6 Cost benefit analysis of SETS and alternative local small-scale storage options.
|
|
|
|
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# Theses
|
|
|
|
|
|
Socha, M., Finke, J., Mutke, J. (2022): Optimising the energy supply of the Ruhr-University Bochum with the aim of increasing decarbonisation. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Levedag, D., Pathe, S., Finke, J. (2022): Automated provision of life cycle assessment data for energy system models for multi-criteria optimization of the European power grid. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Putkonen, N. (2022): Operational modelling of regional energy systems with high share of wind power, photovoltaics and large heat pumps- Case study in the Baltic countries towards 2030. Master thesis. University of Tampere, Tampere. Faculty of Engineering and Natural Sciences
|
|
|
|
|
|
Hengstermann, J., Pathe, S., Huckebrink, D. (2021): Modeling of Germany's coal phase-out plan under current policies. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Mutke, J., Plaga, L. (2021): Techno-Economic Evaluation of Various Energy Storage Technologies in the Context
|
|
|
of the Energy Transition Using the Modelling Framework Backbone. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Rapp, E., Plaga, L. (2021): Investigation of the European electricity sector with regard to an extended use of nuclear energy and the possible handling of nuclear waste. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Liebich, H., Plaga, L. (2021): Influence of climate change on hydro electricity generation in a 100% renewable Europe. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Heim, R., Plaga, L. (2021): Examination of new technologies for the generation of electricity from offshore wind in the year 2050. Bachelor thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Rodrian, R., Nowak, C. (2021): Investigation of the feedback effects of heat pumps on the electricity sector in Germany using the energy system model Backbone. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
John, D., Plaga, L. (2021): Influence of climate change on electricity generation from biomass in a 100% renewable europe. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Hoeing, N., Finke, J., Huckebrink, D. (2021): Operational optimisation of a wastewater treatment plant and the following sewage sludge disposal process through the utilisation of flexibility potentials. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Itani, O., Nowak, C., Finke, J. (2021): Modelling and investment planning of a local heating network with existing buildings. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Karsli, S., Pathe, S., Finke, J. (2021): Coupling energy system modelling and life cycle assessment to analyse the sustainability of the European power system. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
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---
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title: List of publications
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|
---
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We have collected here a range of papers documenting, evaluating, or using Backbone. Please add your own or submit the info to backbone@vtt.fi
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# Journal articles
|
|
|
|
|
|
### Model documentation (please cite this if looking for a generic Backbone reference)
|
|
|
|
|
|
Helistö, N., Kiviluoma, J., Ikäheimo, J., Rasku, T., Rinne, E., O’Dwyer, C., Li, R., & Flynn, D. (2019). Backbone - An adaptable energy systems modelling framework. Energies, 12(17), 3388. https://doi.org/10.3390/en12173388
|
|
|
|
|
|
### Model verification
|
|
|
|
|
|
for power systems (using an IEEE test system) - C. Barrows et al. (2020). The IEEE Reliability Test System: A Proposed 2019 Update. IEEE Transactions on Power Systems, vol. 35, no. 1, pp. 119-127, Jan. 2020. https://doi.org/10.1109/TPWRS.2019.2925557
|
|
|
|
|
|
### Model comparison to other models
|
|
|
|
|
|
Laveneziana, L., Prussi, M., Chiaramonti, D. Critical review of energy planning models for the sustainable development at company level, Energy Strategy Reviews, Volume 49, 2023, 101136, ISSN 2211-467X, https://doi.org/10.1016/j.esr.2023.101136.
|
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|
|
|
### Papers with a methodological focus
|
|
|
|
|
|
Rasku, T., Lastusilta, T., Hasan, A., Ramesh, R., Kiviluoma J. (2023). Economic Model-Predictive Control of Building Heating Systems Using Backbone Energy System Modelling Framework. Buildings, 13(12), 3089. https://doi.org/10.3390/buildings13123089
|
|
|
|
|
|
Finke, J. and Bertsch, V. (2023). Implementing a highly adaptable method for the multi-objective optimisation of energy systems. Applied Energy, Volume 332, 2023, 120521, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2022.120521.
|
|
|
|
|
|
Helistö, N., Kiviluoma, J., Morales-España, G. & O’Dwyer, C. (2021). Impact of operational details and temporal representations on investment planning in energy systems dominated by wind and solar. Applied Energy, 290, 116712. https://doi.org/10.1016/j.apenergy.2021.116712
|
|
|
|
|
|
Helistö, N., Kiviluoma, J., & Reittu, H. (2020). Selection of representative slices for generation expansion planning using regular decomposition. Energy, 211, 118585. https://doi.org/10.1016/j.energy.2020.118585
|
|
|
|
|
|
Rasku, T., Miettinen, J., Rinne, E., & Kiviluoma, J. (2020). Impact of 15-day energy forecasts on the hydro-thermal scheduling of a future Nordic power system. Energy, 192, 116668. https://doi.org/10.1016/j.energy.2019.116668
|
|
|
|
|
|
### Case studies
|
|
|
|
|
|
Plaga, L., Lynch, M., Curtis, J., Bertsch, V. (2024) How public acceptance affects power system development—A cross-country analysis for wind power, Applied Energy, https://doi.org/10.1016/j.apenergy.2024.122745.
|
|
|
|
|
|
Lindroos, T. J., & Ikäheimo, J. (2024). Profitability of demand side management systems under growing shares of wind and solar in power systems. Energy Sources, Part B: Economics, Planning, and Policy, 19(1). https://doi.org/10.1080/15567249.2024.2331487
|
|
|
|
|
|
Mutke, J., Plaga, L., Bertsch, V. (2023) Influence of bioenergy and transmission expansion on electrical energy storage requirements in a gradually decarbonized European power system, Journal of Cleaner Production, https://doi.org/10.1016/j.jclepro.2023.138133.
|
|
|
|
|
|
Putkonen, N., Lindroos, T.J., Neniškis, E., Žalostība, D., Norvaiša, E., Galinis, A., Teremranova, J. & Kiviluoma, J. (2022) Modeling the Baltic countries’ Green Transition and Desynchronization from the Russian Electricity Grid. https://dx.doi.org/10.54337/ijsepm.7059
|
|
|
|
|
|
Pursiheimo, E., Lindroos, T. J., Sundell, D., Rämä, M., Tulkki, V. (2022) Optimal Investment Analysis for Heat Pumps and Nuclear Heat in Decarbonised Helsinki Metropolitan District Heating System. Energy Storages and Saving, https://doi.org/10.1016/j.enss.2022.03.001
|
|
|
|
|
|
Kiviluoma, J., O'Dwyer, C., Ikäheimo, J., Lahon, R., Li, Ran, Kirchem D., Helistö, N., Rinne, E., Flynn, D. (2022) Multi-sectoral flexibility measures to facilitate wind and solar power integration. IET Renew. Power Gener., https://doi.org/10.1049/rpg2.12399
|
|
|
|
|
|
Ikäheimo, J., Weiss, R., Kiviluoma, J., Pursiheimo, E., & Lindroos, T. J. (2022). Impact of power-to-gas on the cost and design of the future low-carbon urban energy system. Applied Energy, 305, \[117713\]. https://doi.org/10.1016/j.apenergy.2021.117713
|
|
|
|
|
|
Lindroos, T. J., Mäki, E., Koponen, K., Hannula, I., Kiviluoma, J., & Raitila, J. (2021). Replacing fossil fuels with bioenergy in district heating – Comparison of technology options. Energy, 231, \[120799\]. https://doi.org/10.1016/j.energy.2021.120799
|
|
|
|
|
|
Rasku, T., & Kiviluoma, J. (2019). A comparison of widespread flexible residential electric heating and energy efficiency in a future Nordic power system. Energies, 12(1), 5. https://doi.org/10.3390/en12010005
|
|
|
|
|
|
# Book chapters
|
|
|
|
|
|
Pursiheimo, E., & Kiviluoma, J. (2021). Analyzing electrification scenarios for the northern European energy system. In Electrification (pp. 271-288). Academic Press.
|
|
|
|
|
|
# Conference papers
|
|
|
|
|
|
Helistö, N., Johanndeiter, S., & Kiviluoma, J. (Accepted/In press). The impact of sector coupling and demand-side flexibility on electricity prices in a close to 100% renewable power system. In 2023 19th International Conference on the European Energy Market (EEM) IEEE Institute of Electrical and Electronic Engineers.
|
|
|
|
|
|
Plaga, L., Bertsch, V. Robust planning of a European Electricity System under climate uncertainty. In 2022 18th International Conference on the European Energy Market (EEM). https://doi.org/10.1109/eem54602.2022.9921057
|
|
|
|
|
|
Kiviluoma, J., O'Dwyer, C., Ikäheimo, J., Lahon, R., Li, R., Kirchem, D., Helistö, N., Rasku, T., Rinne, E., & Flynn, D. (2021). Analysing wind and solar power integration with a multi-carrier energy system model of Ireland. In The 9th Renewable Power Generation Conference (RPG Dublin Online 2021) (pp. 246-252). Institution of Engineering and Technology IET. https://doi.org/10.1049/icp.2021.1385
|
|
|
|
|
|
Misaghian, M. S., Li, R., & Flynn, D. (2021). Fast Frequency Response Provision from Commercial Demand Response, from Scheduling to Stability in Power Systems. In The 9th Renewable Power Generation Conference (RPG Dublin Online 2021) Institution of Engineering and Technology IET. https://doi.org/10.1049/icp.2021.1366
|
|
|
|
|
|
Putkonen, N., Lindroos, T.J., Neniškis, E., Žalostība, D., Norvaiša, E., Galinis, A., Teremranova, J. & Kiviluoma, J. (2021). Open-Source Backbone Model for Studying the Development of the Baltic Energy System. In the 16th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES).
|
|
|
|
|
|
Pursiheimo, E., Lindroos, T.J., Sundell, D., Rämä, M., & Tulkki, V. (2021). Optimal Investment Analysis for Heat Pumps and Nuclear Heat in Decarbonised Helsinki Metropolitan District Heating System. In the 16th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES).
|
|
|
|
|
|
Lahon, R., Stanley, S., O'Dwyer, C., Devine, M., & Flynn, D. (2020, September). Impact of Wide-Scale Data Centre Growth on Power System Operation with Large Share of Renewables. In 2020 17th International Conference on the European Energy Market (EEM) (pp. 1-6). IEEE.
|
|
|
|
|
|
Miettinen, J. J., Ikaheimo, J., Rasku, T., Holttinen, H., & Kiviluoma, J. (2018). Impact of longer stochastic forecast horizon on the operational cost of a power system. In 15th International Conference on the European Energy Market, EEM 2018 \[8469219\] IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/EEM.2018.8469219
|
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|
|
|
|
# Other publications
|
|
|
|
|
|
O’Dwyer, C., Anwar, M., Dillon, J., Bakhtvar, M., Buttitta, G., Andrade Cabrera, C., Baltputnis, K., Broka, Z., Kozadajevs, J., Sauhats, A., Rasku, T., Kiviluoma, J., Schill, W.-P., & Zerrahn, A. (2018). H2020 RealValue D3.6 Cost benefit analysis of SETS and alternative local small-scale storage options.
|
|
|
|
|
|
# Theses
|
|
|
|
|
|
Socha, M., Finke, J., Mutke, J. (2022): Optimising the energy supply of the Ruhr-University Bochum with the aim of increasing decarbonisation. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Levedag, D., Pathe, S., Finke, J. (2022): Automated provision of life cycle assessment data for energy system models for multi-criteria optimization of the European power grid. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Putkonen, N. (2022): Operational modelling of regional energy systems with high share of wind power, photovoltaics and large heat pumps- Case study in the Baltic countries towards 2030. Master thesis. University of Tampere, Tampere. Faculty of Engineering and Natural Sciences
|
|
|
|
|
|
Hengstermann, J., Pathe, S., Huckebrink, D. (2021): Modeling of Germany's coal phase-out plan under current policies. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Mutke, J., Plaga, L. (2021): Techno-Economic Evaluation of Various Energy Storage Technologies in the Context of the Energy Transition Using the Modelling Framework Backbone. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Rapp, E., Plaga, L. (2021): Investigation of the European electricity sector with regard to an extended use of nuclear energy and the possible handling of nuclear waste. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Liebich, H., Plaga, L. (2021): Influence of climate change on hydro electricity generation in a 100% renewable Europe. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Heim, R., Plaga, L. (2021): Examination of new technologies for the generation of electricity from offshore wind in the year 2050. Bachelor thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Rodrian, R., Nowak, C. (2021): Investigation of the feedback effects of heat pumps on the electricity sector in Germany using the energy system model Backbone. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
John, D., Plaga, L. (2021): Influence of climate change on electricity generation from biomass in a 100% renewable europe. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Hoeing, N., Finke, J., Huckebrink, D. (2021): Operational optimisation of a wastewater treatment plant and the following sewage sludge disposal process through the utilisation of flexibility potentials. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Itani, O., Nowak, C., Finke, J. (2021): Modelling and investment planning of a local heating network with existing buildings. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
|
|
|
|
|
|
Karsli, S., Pathe, S., Finke, J. (2021): Coupling energy system modelling and life cycle assessment to analyse the sustainability of the European power system. Master thesis. Ruhr-University Bochum, Bochum. Chair of Energy Systems and Energy Economics.
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More information on https://www.ee.rub.de/ |
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