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A Mixed integer linear programming‐based distributed energy management for networked microgrids considering network operational objectives and constraints

Guodong Liu, Maximiliano Ferrari, Yang Chen

2023IET Energy Systems Integration20 citationsDOIOpen Access PDF

Abstract

Abstract Mixed integer linear programming (MILP)–based distributed energy management for networked microgrids embedded modern distribution systems is proposed. Considering the diverse ownership of microgrids, distributed energy resources (DERs) that interface directly with utilities and responsive loads, an alternating direction method of multipliers–based distributed framework was formulated for the scheduling of networked microgrids embedded modern distribution systems by adjusting nodal price signals iteratively. In addition, to make the formulated optimization problems resolvable through more accessible and popular MILP solvers, different linearisation techniques were employed to transform the nonlinear terms into linear or mixed integer linear formats. The proposed MILP‐based distributed method preserves all participants' autonomy (e.g., microgrids, DERs that interface directly with utilities and responsive loads), while incentivising them to actively participate in the distribution system operation with price signals. The proposed method is validated with results of numerical simulation using a modern distribution system consisting of multiple networked microgrids, DERs that interface directly with utilities, as well as responsive loads.

Topics & Concepts

Distributed generationInteger programmingLinear programmingComputer scienceDistributed computingMathematical optimizationInterface (matter)Integer (computer science)Scheduling (production processes)Demand responseEnergy managementNonlinear systemEnergy (signal processing)ElectricityEngineeringMathematicsParallel computingRenewable energyElectrical engineeringMaximum bubble pressure methodBubbleQuantum mechanicsPhysicsProgramming languageStatisticsMicrogrid Control and OptimizationOptimal Power Flow DistributionSmart Grid Energy Management
A Mixed integer linear programming‐based distributed energy management for networked microgrids considering network operational objectives and constraints | Litcius