Optimal DER allocation in meshed microgrids with grid constraints

Abstract We develop a new approach to model the linearized power flow in distributed energy resources (DER) allocation and dispatch optimization. The model uses the Decoupled Linearized Power Flow (DLPF) (Yang et al., 2016) approach. DLPF has the advantage of being suitable for meshed networks, while the majority of current models use LinDistFlow, which is only suitable for radial networks. First, we provide a validation of the DLPF voltage magnitude and branch power (in kVA) solutions compared to LinDistFlow and the true AC power flow (ACPF) solution for a meshed benchmark network, a 33-node system. We then formulate the DER allocation and dispatch problem as a mixed integer linear program (MILP) and use DLPF and LinDistFlow to model constraints on the electric power network infrastructure, which limits voltages to ANSI C84 standard limits. The model further uses polygon relaxations to limit kVA flows at the branches to their allowed thermal limit. We demonstrate the DLPF based DER allocation and dispatch model using a 115-node meshed circuit. Results indicate that the DLPF formulation is effective in capturing undervoltages and overvoltages in the meshed network, leading to optimal siting and sizing of photovoltaic (PV) and battery storage capacities. The DLPF model is then compared with a MILP that uses the LinDistFlow formulation, highlighting the importance of selecting the appropriate power flow linearization method.

[1]  R. Zimmerman,et al.  Does a detailed model of the electricity grid matter? Estimating the impacts of the Regional Greenhouse Gas Initiative , 2014 .

[2]  Johan Löfberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004 .

[3]  Wei Shi,et al.  Decentralized Dynamic Optimization for Power Network Voltage Control , 2016, IEEE Transactions on Signal and Information Processing over Networks.

[4]  S. Zampieri,et al.  On the Existence and Linear Approximation of the Power Flow Solution in Power Distribution Networks , 2014, IEEE Transactions on Power Systems.

[5]  M. E. Baran,et al.  Optimal sizing of capacitors placed on a radial distribution system , 1989 .

[6]  Giancarlo Ferrari-Trecate,et al.  Plug-and-Play Voltage and Frequency Control of Islanded Microgrids With Meshed Topology , 2014, IEEE Transactions on Smart Grid.

[7]  Jacob Brouwer,et al.  Optimal design of a distributed energy resource system that economically reduces carbon emissions , 2018, Applied Energy.

[8]  Chongqing Kang,et al.  A State-Independent Linear Power Flow Model With Accurate Estimation of Voltage Magnitude , 2017, IEEE Transactions on Power Systems.

[9]  Jack Brouwer,et al.  Optimal Design of a Distributed Energy Resources System That Minimizes Cost While Reducing Carbon Emissions , 2017 .

[10]  Ruben Romero,et al.  MILP branch flow model for concurrent AC multistage transmission expansion and reactive power planning with security constraints , 2016 .

[11]  Benjamin F. Hobbs,et al.  Adaptive Transmission Planning: Implementing a New Paradigm for Managing Economic Risks in Grid Expansion , 2016, IEEE Power and Energy Magazine.

[12]  Arindam Maitra,et al.  Protection coordination considerations for a highly meshed urban microgrid , 2018, 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

[13]  Michael Chertkov,et al.  Distributed control of reactive power flow in a radial distribution circuit with high photovoltaic penetration , 2010, IEEE PES General Meeting.

[14]  S. Buso,et al.  Coordinated control of distributed generators in meshed low-voltage microgrids: Power flow control and voltage regulation , 2016, 2016 17th International Conference on Harmonics and Quality of Power (ICHQP).

[15]  Tao Ding,et al.  A New Model for Resilient Distribution Systems by Microgrids Formation , 2017, IEEE Transactions on Power Systems.

[16]  M. Bina,et al.  Linear approximated formulation of AC optimal power flow using binary discretisation , 2016 .

[17]  Kwami Senam Sedzro,et al.  A Heuristic Approach to the Post-Disturbance and Stochastic Pre-Disturbance Microgrid Formation Problem , 2019, IEEE Transactions on Smart Grid.

[18]  Jack Brouwer,et al.  Optimal renewable generation and battery storage sizing and siting considering local transformer limits , 2019 .

[19]  A. Bose,et al.  Optimal power flow based on successive linear approximation of power flow equations , 2016 .

[20]  Jose Manuel Cejudo-Lopez,et al.  Selection of typical demand days for CHP optimization , 2011 .

[21]  David E. Geary,et al.  Real-Time transactional power management in a microgrid mesh network: The enernet , 2016, 2016 IEEE International Telecommunications Energy Conference (INTELEC).

[22]  R D Zimmerman,et al.  MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education , 2011, IEEE Transactions on Power Systems.

[23]  Russell Bent,et al.  Security-Constrained Design of Isolated Multi-Energy Microgrids , 2018, IEEE Transactions on Power Systems.

[24]  Steven H. Low,et al.  Convex relaxations and linear approximation for optimal power flow in multiphase radial networks , 2014, 2014 Power Systems Computation Conference.

[25]  M. Stadler,et al.  A mixed integer linear programming approach for optimal DER portfolio, sizing, and placement in multi-energy microgrids , 2017 .

[26]  Kuangye Gong,et al.  A Concept of Distributed Energy Management Systems with Fully Decentralized Primary Control Strategies for Microgrids , 2018 .

[27]  Felix F. Wu,et al.  Network reconfiguration in distribution systems for loss reduction and load balancing , 1989 .

[28]  Dibya Bharti,et al.  A New Graph Theoretic Power Flow Framework for Microgrid , 2017, 2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE).

[29]  Pascal Van Hentenryck,et al.  A Linear-Programming Approximation of AC Power Flows , 2012, INFORMS J. Comput..

[30]  Frances Bell,et al.  Photovoltaic Impact Assessment of Smart Inverter Volt-VAR Control on Distribution System Conservation Voltage Reduction and Power Quality , 2016 .

[31]  M A Crowley,et al.  NFPA (National Fire Protection Association) mulls over sprinkler changes in safety code. , 1990, Health facilities management.