Research output per year
Research output per year
Personal profile
Biography
I am an applied mathematician interested in developing and using mathematical methods for real-world problems, particularly in the biotechnology and energy sector. I have applied modelling, numerical simulation and optimisation technologies to a wide variety of problems and disciplines: ranging from microfluidic biosensors over diesel engines to carbon capture and more recently to thermal energy storage.
It is my ambition to develop innovative teaching and research programs bridging the gap between applications and advanced mathematics. This goal can only be achieved by working in close collaboration with industry, academics and policy makers. I am looking for new and stimulating collaborations across subject boundaries.
Looking for collaborations in thermal energy storage and carbon capture.
Education/Academic qualification
Doctor of Philosophy (PhD), Modelling and optimisation of microfluidic devices for bioanalysis applications, University of Southampton
Award Date: 1 Jan 2010
Keywords
- TA Engineering (General). Civil engineering (General)
- QA76 Computer software
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An advanced data analysis method using heating degree-days for estimating the efficiency of buildings in smart cities: A case study of Astana
Omirgaliyev, R., Khamzina, A., Yedilkhan, D., Friedrich, D. & Zhakiyev, N., Dec 2025, In: Results in Engineering. 28, 107502.Research output: Contribution to journal › Article › peer-review
Open Access -
Hybrid feature-based neural network regression method for load profiles forecasting
Satan, A., Zhakiyev, N., Nugumanova, A. & Friedrich, D., Dec 2025, In: Energy Informatics. 8, 1, 19.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Economic Reinforcement of Low Voltage Power Grids with Battery Energy Storage Systems: Combined Grid Service and Spot Market Trading
Friedrich, D., Jungandreas, C., Gottschalk, B., Bodach, M., Schirmer, M. & Li, P., 15 Sept 2025, IFAC-PapersOnLine. 9 ed. Vol. 59. p. 253-258 6 p. (IFAC-PapersOnLine).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Two-step evolutionary multi-objective optimisation of pressure swing adsorption processes with monolith columns
Sharma, I., Friedrich, D. & Brandani, S., Aug 2025, In: Adsorption. 31, 6, 91.Research output: Contribution to journal › Article › peer-review
Open Access -
Decarbonising non-domestic buildings at scale − A systematic review
Fosas, D., Gocer, O., Brambilla, A., Globa, A., Yildrim, M. & Friedrich, D., 1 Jun 2025, In: Energy and buildings. 336, 115587.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Projects
- 23 Finished
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Surrogate modelling and forecasting to determine the role of seasonal thermal storages in creating sustainable district energy systems.
Friedrich, D. (Principal Investigator)
3/10/22 → 31/03/24
Project: Research
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Ofgem Round 1: Heat - Alpha - Heat Balance
Friedrich, D. (Principal Investigator), Harrison, G. (Co-investigator), Winskel, M. (Co-investigator) & Sun, W. (Co-investigator)
1/08/22 → 31/01/23
Project: Research
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Ofgem Round 1: Heat - Alpha - Heat Balance
Friedrich, D. (Principal Investigator), Harrison, G. (Co-investigator), Sun, W. (Co-investigator) & Winskel, M. (Co-investigator)
1/08/22 → 31/01/23
Project: Research
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Ofgem Strategic Innovation Fund Discovery Phase Round 1 Heat Balance
Friedrich, D. (Principal Investigator), Harrison, G. (Co-investigator) & Sun, W. (Co-investigator)
14/02/22 → 29/04/22
Project: Research
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Smart Local Energy Systems & 20 Minute Neighbourhoods for Perth West
Morstyn, T. (Principal Investigator), van der Horst, D. (Principal Investigator) & Friedrich, D. (Co-investigator)
UK central government bodies/local authorities, health and hospital authorities
14/02/22 → 13/06/22
Project: Research
Datasets
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Beyond cost reduction: Improving the value of energy storage
Parzen, M. (Creator), Neumann, F. (Creator), Van Der Weijde, H. (Creator), Friedrich, D. (Creator) & Kiprakis, A. (Creator), GitHub, 19 Jul 2021
https://github.com/pz-max/beyond-cost and one more link, https://www.research.ed.ac.uk/en/datasets/beyond-cost-reduction-improving-the-value-of-energy-storage (show fewer)
Dataset
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Multi-Country Heat-COVID-19 Nexus Survey
Amir, S. (Creator), Anwar, N. (Creator), Cross, J. (Creator), Friedrich, D. (Creator), Harkness, R. (Creator), Khandekar, A. (Creator), Morelle, M. (Creator), Nastiti, A. (Creator) & Oppermann, E. (Creator), Edinburgh DataShare, 26 Oct 2020
DOI: 10.7488/ds/2961
Dataset
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Supplementary Information for the publication- Multiple time grids in operational optimisation of energy systems with short- and long-term thermal energy storage
Renaldi, .. (Creator) & Friedrich, D. (Creator), Edinburgh DataShare, 1 Nov 2016
DOI: 10.7488/ds/1516
Dataset
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Heat demand data for Edinburgh-Gogarbank in 2013
Friedrich, D. (Creator) & Renaldi, R. (Creator), Edinburgh DataShare, 4 Dec 2015
DOI: 10.7488/ds/367
Dataset
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Data for the publication 'Evaluation of the effect of flexible demand and wave energy converters on the design of Hybrid Energy Systems'
Friedrich, D. (Creator) & Lavidas, G. (Creator), Edinburgh DataShare, 27 Jun 2017
DOI: 10.7488/ds/2076
Dataset