Optimal investment strategy in photovoltaics and energy storage for commercial buildings

In order to attain higher degrees of energy efficiency and lower energy consumption costs, buildings stakeholders are installing local photovoltaic (PV) renewable generation and energy storage (ES). The stakeholders, however, need to determine the sizing capacity of these resources in order to economically invest. The sizing of the resources result in to investment costs, which must be economically justified for them in the long-run. This only occurs if the savings obtained from the resources surpass the investment costs. An optimization model can incorporate these criteria along with the consideration of the time value of money and various battery techno-economic parameters (e.g. life expectancy, efficiencies, and costs) to determine the optimal capacities. The results show the value of the proposed model in assisting the stakeholder investment process.

[1]  Sergei Vassilvitskii,et al.  k-means++: the advantages of careful seeding , 2007, SODA '07.

[2]  Peter Fox-Penner,et al.  Smart Power: Climate Change, the Smart Grid, and the Future of Electric Utilities , 2010 .

[3]  D. H. Doughty,et al.  Vehicle Battery Safety Roadmap Guidance , 2012 .

[4]  Josep M. Guerrero,et al.  Capacity Optimization of Renewable Energy Sources and Battery Storage in an Autonomous Telecommunication Facility , 2014, IEEE Transactions on Sustainable Energy.

[5]  P. Preckel,et al.  Utility Scale Energy Storage Systems , 2013 .

[6]  G. Joós,et al.  On the Quantification of the Network Capacity Deferral Value of Distributed Generation , 2006, IEEE Transactions on Power Systems.

[7]  Georgianne Huff Solar Energy Grid Integration Systems - Energy Storage (SEGIS-ES). , 2008 .

[8]  Qing-Shan Jia,et al.  Performance Analysis and Comparison on Energy Storage Devices for Smart Building Energy Management , 2012, IEEE Transactions on Smart Grid.

[9]  Abraham Ellis,et al.  Understanding Variability and Uncertainty of Photovoltaics for Integration with the Electric Power System , 2009 .

[10]  Shaghayegh Bahramirad,et al.  Reliability-Constrained Optimal Sizing of Energy Storage System in a Microgrid , 2012, IEEE Transactions on Smart Grid.

[11]  David Kendrick,et al.  GAMS, a user's guide , 1988, SGNM.

[12]  Anula Khare,et al.  Optimal sizing of a grid integrated solar photovoltaic system , 2014 .

[13]  Krister Aanesen,et al.  Solar power: Darkest before dawn , 2017 .

[14]  Francois Bouffard,et al.  Electric vehicle aggregator/system operator coordination for charging scheduling and services procurement , 2013, 2013 IEEE Power & Energy Society General Meeting.

[15]  Chris Marnay,et al.  An Economic Analysis of Used Electric Vehicle Batteries Integrated Into Commercial Building Microgrids , 2012, IEEE Transactions on Smart Grid.