Optimization of operational cost for a grid-supporting PV system with battery storage

Coupling an energy storage to a photovoltaic (PV) system not only increases the self-consumption but also solves the over-voltage issues if the cycling of the storage is properly controlled. Whatever the application the storage is used for, the primary concern of the system owner is to maximize the profits. Therefore, this paper addresses an energy management system for a PV system coupled with battery energy storage, which maximizes the daily economic benefits while curtailing the power injection to the grid in such a way that helps to mitigate over-voltage problems caused by reverse power flow. A time dependent grid feed-in limit is proposed achieve this objective. The daily operational cost that includes the energy cost and the battery degradation cost is considered as the objective function. The non-linear constrained optimization problem is solved using dynamic programming. The analyses are made to investigate the economic benefits of charging the battery from the grid. It is found that there is a possibility for these systems for participating in load-levelling if batteries are charged from the PV system. In order for that to be feasible, the peak-hour sell-back price for the energy from storage should be higher than the off-peak utility electricity price.

[1]  J. Kleissl,et al.  Energy dispatch schedule optimization and cost benefit analysis for grid-connected, photovoltaic-battery storage systems , 2013 .

[2]  Andreas Poullikkas,et al.  A comparative assessment of net metering and feed in tariff schemes for residential PV systems , 2013 .

[3]  Sonia Martínez,et al.  Storage Size Determination for Grid-Connected Photovoltaic Systems , 2011, IEEE Transactions on Sustainable Energy.

[4]  Sara Eftekharnejad,et al.  Impact of increased penetration of photovoltaic generation on power systems , 2013, IEEE Transactions on Power Systems.

[5]  T. O. Saetre,et al.  Development of a test station for accurate in situ I-V curve measurements of photovoltaic modules in Southern Norway , 2011, 2011 37th IEEE Photovoltaic Specialists Conference.

[6]  Dirk Uwe Sauer,et al.  Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries , 2013 .

[7]  Steven R. Weller,et al.  An optimization-based approach to scheduling residential battery storage with solar PV: Assessing customer benefit , 2015 .

[8]  Robert Eriksson,et al.  Coordinated Active Power-Dependent Voltage Regulation in Distribution Grids With PV Systems , 2014, IEEE Transactions on Power Delivery.

[9]  Hui Li,et al.  Sizing Strategy of Distributed Battery Storage System With High Penetration of Photovoltaic for Voltage Regulation and Peak Load Shaving , 2014, IEEE Transactions on Smart Grid.

[10]  P. Denholm,et al.  Evaluating the Limits of Solar Photovoltaics (PV) in Traditional Electric Power Systems , 2007 .

[11]  A. Cagnano,et al.  Centralized voltage control for distribution networks with embedded PV systems , 2015 .

[12]  Chet Sandberg,et al.  The Role of Energy Storage in Development of Smart Grids , 2011, Proceedings of the IEEE.

[13]  Michael A. Danzer,et al.  Optimal charge control strategies for stationary photovoltaic battery systems , 2014 .

[14]  R. Teodorescu,et al.  Overview of recent Grid Codes for PV power integration , 2012, 2012 13th International Conference on Optimization of Electrical and Electronic Equipment (OPTIM).

[15]  Han Zhiqiang,et al.  Practical state of health estimation of power batteries based on Delphi method and grey relational grade analysis , 2015 .

[16]  P. Malbranche,et al.  Assessment of Storage Ageing in Different Types of PV Systems: Technical and Economical Aspects , 2008 .

[17]  Sean R Eddy,et al.  What is dynamic programming? , 2004, Nature Biotechnology.

[18]  Chien-Ming Wang,et al.  State-of-charge and state-of-health estimation for lithium-ion batteries based on dynamic impedance technique , 2014 .

[19]  M. M. A. Salama,et al.  Technical impacts of grid-connected photovoltaic systems on electrical networks—A review , 2013 .

[20]  Yoshihiro Yamamoto,et al.  Pricing electricity from residential photovoltaic systems: A comparison of feed-in tariffs, net metering, and net purchase and sale , 2012 .

[21]  K. Strunz,et al.  A review of hybrid renewable/alternative energy systems for electric power generation: Configurations, control and applications , 2011, 2012 IEEE Power and Energy Society General Meeting.

[22]  A. Mammoli,et al.  Using high-speed demand response of building HVAC systems to smooth cloud-driven intermittency of distributed solar photovoltaic generation , 2012, PES T&D 2012.

[23]  Y Riffonneau,et al.  Optimal Power Flow Management for Grid Connected PV Systems With Batteries , 2011, IEEE Transactions on Sustainable Energy.

[24]  Frank Marten,et al.  Improved low voltage grid-integration of photovoltaic systems in Germany , 2013, 2013 IEEE Power & Energy Society General Meeting.

[25]  R. Teodorescu,et al.  Overview of recent grid codes for wind power integration , 2010, 2010 12th International Conference on Optimization of Electrical and Electronic Equipment.

[26]  R Tonkoski,et al.  Coordinated Active Power Curtailment of Grid Connected PV Inverters for Overvoltage Prevention , 2011, IEEE Transactions on Sustainable Energy.