State-of-Charge Effects on Standalone Solar-Storage Systems in Hot Climates: A Case Study in Saudi Arabia

In this paper, we quantify the economic and environmental implications of operating a standalone photovoltaic-battery system (PVB) while varying the battery’s minimum allowable state of charge (MSOC), the load profile, and simultaneously incorporating ambient temperature effects in hot climates. To that end, Saudi Arabia has been chosen for this case study. Over a project lifetime of 25 years, we find that, contrary to the widely accepted norm of 50% being a reasonable MSOC, a lower MSOC can bestow economic benefits. For example, a MSOC of 20% results in a lower number of batteries required throughout the lifetime of the project—while still meeting demand. For a village of 1000 homes, this translates to a saving of $47 million in net present value. Further, incorporating temperature effects results in deducing more realistic costs that are 125% higher than the ideal scenario (i.e., when temperature is not modeled). This difference stems from underestimating the actual number of batteries needed throughout the project lifetime. Compared to a diesel-powered microgrid, and for a village of 1000 homes, a PVB would, on an annual basis, avoid emitting 5000 tons of carbon and avoid burning 2 million liters of diesel.

[1]  G. E. Ahmad,et al.  Photovoltaic-powered rural zone family house in Egypt , 2002 .

[2]  M. Ali Asgar,et al.  Sizing of a stand-alone photovoltaic power system at Dhaka , 2003 .

[3]  John K. Kaldellis,et al.  Optimum technoeconomic energy autonomous photovoltaic solution for remote consumers throughout Greece , 2004 .

[4]  D. Sauer,et al.  Operation conditions of batteries in PV applications , 2004 .

[5]  N. K. Gautam,et al.  Simulation model for sizing of stand-alone solar PV system with interconnected array , 2005 .

[6]  J. Baker New technology and possible advances in energy storage , 2008 .

[7]  S. M. Shaahid,et al.  Economic analysis of hybrid photovoltaic–diesel–battery power systems for residential loads in hot regions—A step to clean future , 2008 .

[8]  Tariq Muneer,et al.  Optimal sizing and life cycle assessment of residential photovoltaic energy systems with battery storage , 2008 .

[9]  Venkat R. Subramanian,et al.  A Mathematical Model of the Lead-Acid Battery to Address the Effect of Corrosion , 2009 .

[10]  Santanu Bandyopadhyay,et al.  Optimum sizing of photovoltaic battery systems incorporating uncertainty through design space approach , 2009 .

[11]  Ibrahim El-Amin,et al.  Techno-economic evaluation of off-grid hybrid photovoltaic-diesel-battery power systems for rural electrification in Saudi Arabia--A way forward for sustainable development , 2009 .

[12]  Luai M. Al-Hadhrami,et al.  Study of a solar PV–diesel–battery hybrid power system for a remotely located population near Rafha, Saudi Arabia , 2010 .

[13]  Josua P. Meyer,et al.  Feasibility study of a wind-pv-diesel hybrid power system for a village , 2012 .

[14]  Dirk C. Jordan,et al.  Photovoltaic Degradation Rates—an Analytical Review , 2012 .

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

[16]  Reino Pulkki,et al.  Economic feasibility of biomass gasification for power generation in three selected communities of northwestern Ontario, Canada , 2012 .

[17]  José L. Bernal-Agustín,et al.  Comparison of different lead–acid battery lifetime prediction models for use in simulation of stand-alone photovoltaic systems , 2014 .

[18]  Ilja Pawel,et al.  The Cost of Storage – How to Calculate the Levelized Cost of Stored Energy (LCOE) and Applications to Renewable Energy Generation , 2014 .

[19]  Hongxing Yang,et al.  Feasibility study and economic analysis of pumped hydro storage and battery storage for a renewable energy powered island , 2014 .

[20]  A. Kaabeche,et al.  Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system , 2014 .

[21]  Luai M. Al-Hadhrami,et al.  Review of economic assessment of hybrid photovoltaic-diesel-battery power systems for residential loads for different provinces of Saudi Arabia , 2014 .

[22]  Jianhui Wang,et al.  Coordinated energy management of networked Microgrids in distribution systems , 2015, 2015 IEEE Power & Energy Society General Meeting.

[23]  José L. Bernal-Agustín,et al.  Techno-economic analysis of grid-connected battery storage , 2015 .

[24]  S. Rehman,et al.  Study of a Solar Pv/Wind/Diesel Hybrid Power System for a Remotely Located Population near Arar, Saudi Arabia , 2015 .

[25]  Verena Jülch,et al.  Comparison of electricity storage options using levelized cost of storage (LCOS) method , 2016 .

[26]  Joshua M. Pearce,et al.  Levelized cost of electricity for solar photovoltaic, battery and cogen hybrid systems , 2016 .

[27]  Ahmad Atieh,et al.  Modeling and cost analysis for different PV/battery/diesel operating options driving a load in Tunisia, Jordan and KSA , 2016 .

[28]  Fernando Tadeo,et al.  Energy management for a stand-alone photovoltaic-wind system suitable for rural electrification , 2016 .

[29]  Emanuela Colombo,et al.  Off-grid systems for rural electrification in developing countries: Definitions, classification and a comprehensive literature review , 2016 .

[30]  Saad Mekhilef,et al.  Performance evaluation of a stand-alone PV-wind-diesel-battery hybrid system feasible for a large resort center in South China Sea, Malaysia , 2017 .

[31]  William D'haeseleer,et al.  Levelized cost of storage — Introducing novel metrics , 2017 .

[32]  R. Cordero,et al.  Rural electrification efforts based on off-grid photovoltaic systems in the Andean Region: Comparative assessment of their sustainability , 2017 .

[33]  Mayur Barman,et al.  Performance and impact evaluation of solar home lighting systems on the rural livelihood in Assam, India , 2017 .

[34]  Adam Hawkes,et al.  The future cost of electrical energy storage based on experience rates , 2017, Nature Energy.

[35]  W. Kempton,et al.  Cost minimization of generation, storage, and new loads, comparing costs with and without externalities , 2017 .

[36]  Robert B. Bass,et al.  Calculation of levelized costs of electricity for various electrical energy storage systems , 2017 .

[37]  Malcolm McCulloch,et al.  Levelized cost of electricity for solar photovoltaic and electrical energy storage , 2017 .

[38]  K. Chalvatzis,et al.  Innovative Energy Islands: Life-Cycle Cost-Benefit Analysis for Battery Energy Storage , 2018, Sustainability.

[39]  Shimaa Barakat,et al.  Optimization of an off-grid PV/Biomass hybrid system with different battery technologies , 2018, Sustainable Cities and Society.

[40]  Nadeem Javaid,et al.  Towards Efficient Energy Management and Power Trading in a Residential Area via Integrating a Grid-Connected Microgrid , 2018 .

[41]  Hui Li,et al.  Integrated Size and Energy Management Design of Battery Storage to Enhance Grid Integration of Large-Scale PV Power Plants , 2018, IEEE Transactions on Industrial Electronics.