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Heuristic approach for transactive energy management in active distribution systems

Content Provider	IET Digital Library
Author	Rajasekhar, Batchu Pindoriya, Naran M.
Abstract	The advent of distributed energy resources (DERs), which include small conventional and renewable generation units, energy storage, and flexible loads in distribution network needs distributed coordination for effective management. In this paper, a stochastic transactive management framework is proposed to minimize overall cost and avoid network constraints violation at the distribution network level. This framework includes day-ahead scheduling of electric vehicles and air conditioning loads under demand response aggregators (DRAs), and DERs under distributed generation owners (DGOs) into day-ahead wholesale market in a network managed by a distribution network operator (DNO). An agent called distribution independent system operator (DISO) is responsible for coordination among DRAs, DGOs, and DNO. A heuristic step-size update approach is proposed to calculate the Lagrange multiplier iteratively and improve the convergence speed. This framework is modeled as a quadratic constraint programming (QCP) problem and solved using the GAMS solver. Simulation results on a modified 33-bus system with considerable penetration of loads and DERs, shows that the suggested framework can efficiently reduce the iterations to converge and returns an optimal schedule. And demonstrate the effect of network congestion, demand, and generation uncertainties on the resulting objective values of the agents and magnitude of the Lagrange multiplier values.
Starting Page	406
Ending Page	418
Page Count	13
Volume Number	3
e-ISSN	25152947
Issue Number	Issue 3, Jun (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-stg/3/3
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2019.0221
Journal	IET Smart Grid
Publisher	The Institution of Engineering and Technology
Publisher Date	2020-04-16
Access Restriction	Open
Rights License	Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/)
Subject Keyword	Air Conditioning Loads Day-ahead Scheduling Day-ahead Wholesale Market Demand Response Aggregators Demand Side Management Distributed Energy Resources Distributed Generation Owners Distributed Power Generation Distribution Independent System Operator Distribution Network Distribution Network Operator Electric Vehicle GAMS Solver Interpolation And Function Approximation Iterative Method Lagrange Multiplier Numerical Analysis Optimisation Technique Power Generation Scheduling Power Market Power System Economics Power System Managemen Power System Operation Pricing Quadratic Constraint Programming Problem Quadratic Programming Renewable Generation Units Stochastic Linearised SCUC Stochastic Transactive Management Framework Transactive Energy Management
Content Type	Text
Resource Type	Article

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