NDLI: Probabilistic–possibilistic model for a parking lot in the smart distribution network expansion planning

Content Provider	IET Digital Library
Author	Nasri, Amirhossein Abdollahi, Amir Rashidinejad, Masoud Amini, M. Hadi
Abstract	Conventional distribution network departs to the smart grid. The parking lot will have an important role in the smart grid as a distributed generation. Due to the output power of parking lots is uncertain, More accurate modeling of parking lot output power is necessary for the future of distribution network studies such as Distribution Network Expansion Planning (DNEP). In this paper, a systematic method based on the Z-number concept is utilized to represent the uncertainty of Vehicle to Grid's (V2G's) presence. In order to investigate the impact of V2Gs uncertainty on the DNEP, we proposed a Probabilistic–Possibilistic DNEP in the presence of V2Gs referred to as P-PDNEPV2G. If the V2Gs historical data is incomplete, the proposed structure can significantly consider the effects of V2G on the DNEP. In P-PDNEPV2G, parking lots output power is described as a probabilistic–possibilistic variable by Z-number method. The optimization of P-PDNEPV2G is executed by the Non-Dominated Sorting Genetic Algorithm (NSGA-II). A 24-bus test system and the real 20 kV distribution network of Ghale-Ganj city of Kerman province in Iran are used to demonstrate the effectiveness of the proposed methodology. Eventually, several analyses are conducted to investigate the impact of probabilistic–possibilistic V2G model on the DNEP problem.
Starting Page	3363
Ending Page	3374
Page Count	12
ISSN	17518687
Volume Number	12
e-ISSN	17518695
Issue Number	Issue 13, Jul (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/12/13
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2018.0366
Journal	IET Generation, Transmission & Distribution
Publisher Date	2018-04-30
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Combinatorial Mathematics Conventional Distribution Network Distributed Generation Distributed Power Generation Distribution Network DNEP Problem Genetic Algorithm Ghale-Ganj City Iran Kerman Province Nondominated Sorting Genetic Algorithm-II Number Theory Optimisation Technique P-PDNEPV2G Parking Lot Output Power Possibility Theory Power Distribution Planning Power System Planning And Layout Probabilistic-possibilistic V2G Model Probabilistic-possibilistic Variable Probability Smart Distribution Network Expansion Planning Smart Grid Smart Power Grid Statistics V2G Uncertainty Z-number Concept
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering

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