DocumentCode :
180159
Title :
Real-time optimal scheduling of smart power distribution systems using integrated receding horizon control and convex conic programming
Author :
Moghadasi, Seyedmahdi ; Kamalasadan, Sukumar
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of North Carolina at Charlotte, Charlotte, NC, USA
fYear :
2014
fDate :
5-9 Oct. 2014
Firstpage :
1
Lastpage :
7
Abstract :
In this paper, we propose a convex Optimal Power Flow (OPF) formulation integrated within Receding Horizon Control (RHC) method using Second Order Conic Programming (SOCP). The main advantages of the proposed method are a) global optimal scheduling with faster computation time b) dynamic equation models with real-time control c) integration of uncertain resources and measurements. The effectiveness of this method is evaluated using a 32 bus power distribution test system, considering various network constraints that include market interaction, energy storage dynamics and uncertain model of wind generation. The efficiency of the proposed method compared to RHC AC Optimal Power Flow (RHC-ACOPF) architecture is also evaluated. The results show that the proposed architecture outperforms the RHC-ACOPF in computation time and guaranties the global optimal solution. Also the proposed method provides effective usage of energy storage system as the RHC integration allows including dynamic modeling of energy storage within the optimization algorithm.
Keywords :
convex programming; distribution networks; load flow control; optimisation; power generation scheduling; real-time systems; RHC ACOPF; convex conic programming; convex optimal power flow formulation; dynamic equation models; energy storage dynamics; energy storage system; global optimal scheduling; integrated receding horizon control; market interaction; real time control; real time optimal scheduling; receding horizon control method; second order conic programming; smart power distribution systems; Computational modeling; Energy storage; Mathematical model; Optimal scheduling; Real-time systems; Convex Optimization; Electricity Market; Radial Distribution System; Real-time Optimization; Receding Horizon ControL (RHC); Second Order Conic Programming (SOCP); Semidefinite Programming (SDP);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industry Applications Society Annual Meeting, 2014 IEEE
Conference_Location :
Vancouver, BC
Type :
conf
DOI :
10.1109/IAS.2014.6978408
Filename :
6978408
Link To Document :
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