A Constrained Monotonic Charging/Discharging Strategy for Optimal Capacity of Battery Energy Storage Supporting Wind Farms

A novel monotonic strategy following a consistent charging/discharging direction for each individual battery connected in parallel to form a large-scale battery energy storage system (BESS) is proposed in this paper. The BESS is coordinated with a large wind farm to smooth out the intermittent nature of the farm's output fed to an electricity grid. The strategy is used to optimize the capacity of each battery reducing the system's capital cost. The strategy also prolongs the battery's lifetime and consequently minimizes the system's operating cost. It is shown that the optimal capacity of the battery decreases as their number increases. Moreover, the optimal capacity of the BESS tends to some positive limit as the number of batteries approaches infinity. A rigorous proof of the mathematical theory underlying the proposed strategy and associated optimization are given in the paper. The effectiveness of the strategy is confirmed with data analysis taken from an actual wind farm. The strategy is generic enough to be applicable to other intermittent generation sources such as solar PV farms.

[1]  Pengwei Du,et al.  Sizing Energy Storage to Accommodate High Penetration of Variable Energy Resources , 2012, IEEE Transactions on Sustainable Energy.

[2]  Yu Peng,et al.  Satellite Lithium-Ion Battery Remaining Cycle Life Prediction with Novel Indirect Health Indicator Extraction , 2013 .

[3]  Jianbo Yu,et al.  Health Degradation Detection and Monitoring of Lithium-Ion Battery Based on Adaptive Learning Method , 2014, IEEE Transactions on Instrumentation and Measurement.

[4]  M. Trovato,et al.  Planning and Operating Combined Wind-Storage System in Electricity Market , 2012, IEEE Transactions on Sustainable Energy.

[5]  Andrey V. Savkin,et al.  Minimization and control of battery energy storage for wind power smoothing: Aggregated, distributed and semi-distributed storage , 2014 .

[6]  A. V. Savkin,et al.  A Method for Short-Term Wind Power Prediction With Multiple Observation Points , 2012, IEEE Transactions on Power Systems.

[7]  A. Oudalov,et al.  Optimizing a Battery Energy Storage System for Primary Frequency Control , 2007, IEEE Transactions on Power Systems.

[8]  Geir Moe,et al.  Status, plans and technologies for offshore wind turbines in Europe and North America , 2009 .

[9]  Christopher D. Rahn,et al.  Model-Based Electrochemical Estimation and Constraint Management for Pulse Operation of Lithium Ion Batteries , 2010, IEEE Transactions on Control Systems Technology.

[10]  V. G. Agelidis,et al.  Improving Wind Farm Dispatch in the Australian Electricity Market With Battery Energy Storage Using Model Predictive Control , 2013, IEEE Transactions on Sustainable Energy.

[11]  Eduard Muljadi,et al.  Probabilistic Approach for Power Capacity Specification of Wind Energy Storage Systems , 2014, IEEE Transactions on Industry Applications.

[12]  Andrey V. Savkin,et al.  A model predictive control approach to the problem of wind power smoothing with controlled battery storage , 2010 .

[13]  Xianzhong Chen,et al.  Supervisory Predictive Control of Standalone Wind/Solar Energy Generation Systems , 2011, IEEE Transactions on Control Systems Technology.

[14]  Srdjan M. Lukic,et al.  Energy Storage Systems for Transport and Grid Applications , 2010, IEEE Transactions on Industrial Electronics.

[15]  Haijiao Wang,et al.  Two-Time-Scale Coordination Control for a Battery Energy Storage System to Mitigate Wind Power Fluctuations , 2013, IEEE Transactions on Energy Conversion.

[16]  Magnus Korpaas,et al.  Operation and sizing of energy storage for wind power plants in a market system , 2003 .

[17]  Carl D. Parker,et al.  Lead-acid battery energy-storage systems for electricity supply networks , 2001 .

[18]  Haijiao Wang,et al.  A battery energy storage system dual-layer control strategy for mitigating wind farm fluctuations , 2013, 2014 IEEE PES General Meeting | Conference & Exposition.

[19]  Pu Li,et al.  Flexible Optimal Operation of Battery Storage Systems for Energy Supply Networks , 2013, IEEE Transactions on Power Systems.

[20]  J.P. Barton,et al.  Energy storage and its use with intermittent renewable energy , 2004, IEEE Transactions on Energy Conversion.

[21]  Aouss Gabash,et al.  Active-Reactive Optimal Power Flow in Distribution Networks With Embedded Generation and Battery Storage , 2012, IEEE Transactions on Power Systems.

[22]  Sudhakar Inguva,et al.  A Phenomenological Degradation Model for Cyclic Aging of Lithium Ion Cell Materials , 2013 .

[23]  Andrey V. Savkin,et al.  Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms , 2014, 2014 IEEE Conference on Control Applications (CCA).

[24]  Hannele Holttinen,et al.  Power System Requirements for Wind Power , 2005 .

[25]  Subhashish Bhattacharya,et al.  Optimal Control of Battery Energy Storage for Wind Farm Dispatching , 2010, IEEE Transactions on Energy Conversion.