Projects per year
Abstract
The decarbonization of transport and heating will introduce uncertain smart appliance growth in the power system, which fundamentally challenges traditional network pricing. In this paper, a new long-term distribution network charging is proposed to accommodate uncertain load growth. Instead of using fixed a load growth rate (LGR), it adopts a fuzzy model, developed based on a set of projected deterministic LGRs and confidence levels. This fuzzy model is incorporated into the pricing model through {\alpha } -cut intervals. In order to improve computational efficiency, an analytical pricing approach is introduced. The vertex extension approach is used to build charge membership functions. Thereafter, a common defuzzification approach, center of gravity, is employed to defuzzify membership functions in order to generate deterministic charges. The new approach is benchmarked with two existing standard charging methods on a practical U.K. high-voltage distribution system. Results show that it is effective in capturing the uncertainty in load growth.
Original language | English |
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Pages (from-to) | 1932 - 1940 |
Number of pages | 9 |
Journal | IEEE Transactions on Smart Grids |
Volume | 7 |
Issue number | 4 |
DOIs | |
Publication status | Published - 28 Jan 2016 |
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Dive into the research topics of 'Distribution Network Pricing for Uncertain Load Growth Using Fuzzy Set Theory'. Together they form a unique fingerprint.Projects
- 2 Finished
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Fellowship - Multi-Vector Energy Distribution System Modelling and Optimisation with Integrated Demand Side Response
Gu, C. (PI)
Engineering and Physical Sciences Research Council
1/09/14 → 31/08/17
Project: Research council
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ECONOMICALLY EFFICIENT NETWORK CHARGING METHODOLOGY FOR A SY STEM WITH SIGNIFICANT INTERMITTENT GENERATION - ARF
Li, F. (PI)
Engineering and Physical Sciences Research Council
1/10/06 → 30/09/11
Project: Research council
Profiles
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Chenghong Gu
- Department of Electronic & Electrical Engineering - Professor
- Centre for Sustainable Energy Systems (SES)
- Centre for Climate Adaptation & Environment Research (CAER)
- Centre for Regenerative Design & Engineering for a Net Positive World (RENEW)
- IAAPS: Propulsion and Mobility
Person: Research & Teaching, Core staff, Affiliate staff
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Furong Li
- Department of Electronic & Electrical Engineering - Professor
- Centre for Doctoral Training in Decarbonisation of the Built Environment (dCarb)
- Centre for Sustainable Energy Systems (SES)
- IAAPS: Propulsion and Mobility
- Institute of Sustainability and Climate Change
Person: Research & Teaching, Core staff, Affiliate staff