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Dehghan, S, Nakiganda, AM orcid.org/0000-0003-3017-5525, Lancaster, J et al. (1 more author) (2021) Towards a Sustainable Microgrid on Alderney Island Using a Python-based Energy Planning Tool. In: IET Conference Proceedings. The 12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2020), 09-12 November 2020, Online. Vol. 20 (5). Institution of Engineering and Technology (IET). Article no: 20 (5). EISSN: 2732-4494.
Abstract
In remote or islanded communities, the use of microgrids (MGs) is necessary to ensure electrification and resilience of supply. However, even in small-scale systems, it is computationally and mathematically challenging to design low-cost, optimal, sustainable solutions taking into consideration all the uncertainties of load demands and power generations from renewable energy sources (RESs). This paper uses the open-source Python-based Energy Planning (PyEPLAN) tool, developed for the design of sustainable MGs in remote areas, on the Alderney island, the 3rdlargest of the Channel Islands with a population of about 2000 people. A two-stage stochastic model is used to optimally invest in battery storage, solar power, and wind power units. Moreover, the AC power flow equations are modelled by a linearised version of the DistFlow model in PyEPLAN, where the investment variables arehere-and-nowdecisions and not a function of uncertain parameters while the operation variables arewait-and-seedecisions and a function of uncertain parameters. Thek-means clustering technique is used to generate a set of best (risk-seeker), nominal (risk-neutral), and worst (risk-averse) scenarios capturing the uncertainty spectrum using the yearly historical patterns of load demands and solar/wind power generations. The proposed investment planning tool is a mixed-integer linear programming (MILP) model and is coded with Pyomo in PyEPLAN.
Metadata
| Item Type: | Proceedings Paper |
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| Authors/Creators: |
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| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Electronic & Electrical Engineering (Leeds) |
| Date Deposited: | 24 Feb 2025 13:05 |
| Last Modified: | 24 Feb 2025 13:14 |
| Status: | Published |
| Publisher: | Institution of Engineering and Technology (IET) |
| Identification Number: | 10.1049/icp.2021.1240 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:175190 |
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Towards a Sustainable Microgrid on Alderney Island Using a Python-based Energy Planning Tool. (deposited 24 Feb 2025 11:19)
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