Optimal robust integrated power distribution network planning under load demand uncertainty

• Autorzy: Gholizadeh-Roshanagh R. , Najafi-Ravadanegh M. , Hosseinian S. H.
• Języki publikacji: EN

Abstrakty

EN

Due to the new technologies introduced in smart grids, it is hard to forecast future load demands with deterministic values. This makes it essential to consider load demand uncertainty in power distribution planning (PDP) approaches. The purpose of this paper was to find an approach that can solve optimal integrated power distribution long-term planning under load demand uncertainty. A single objective function was used that considers costs of low and medium voltage feeders, distribution transformers (DT) and high voltage (HV) substations simultaneously. Imperialist competitive algorithm (ICA) was used to solve the optimization problem. The proposed approach was applied to a semi-real hypothetical test-case with geographical attributes. Normal distribution function was used to model load demand uncertainty and Monte Carlo simulation (MCS) technique was applied to solve optimal planning under uncertainty. MCS takes statistical data and gives statistical results. A technique was utilized to take a single solution from statistical results. Based on comparisons with deterministic approach, the proposed approach is capable of giving a robust solution.

Słowa kluczowe

EN

distribution network planning; load demand uncertainty; Monte Carlo simulation; optimization

PL

planowanie sieci dystrybucyjnej; symulacja Monte Carlo; optymalizacja

• Wydawca: Institute of Heat Engineering, Warsaw University of Technology
• Czasopismo: Journal of Power Technologies
• Rocznik: 2016
• Tom: Vol. 96, nr 2
• Strony: 115--123
• Opis fizyczny: Bibliogr. 23 poz., rys., tab., wykr.

Twórcy

autor

Gholizadeh-Roshanagh R.

• Smart Distribution Grid Research Lab, Department of Electrical Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran

autor

Najafi-Ravadanegh M.

• Smart Distribution Grid Research Lab, Department of Electrical Engineering, Azarbaijan Shahid Madani University, Tabriz, Ira

autor

Hosseinian S. H.

• Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran

Bibliografia

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Uwagi

PL

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.