Improving Solar Power PV Plants Using Multivariate Design Optimization

The proliferation of photovoltaic (PV) installations across the globe has accelerated dramatically in the past decade covering home, rural, mobile, industrial, and utility-scale applications. In all these cases, improving payback time and energy production for PV installations is a very complex design tradeoff that involves multiple variables such as irradiance fluctuations, inverter efficiency, operating temperature variation, and PV panel type. In this paper, a detailed multivariate study of PV plant design is presented, resulting in an improved technique to increase the potential benefits of solar plants with lower capital costs. This new approach includes detailed consideration of the probabilistic hourly temperature and solar irradiation profile of the installation site, the efficiencies and operating areas of different grid-tie inverters, and detailed models of different PV modules in the optimal design process. The harvested energy, total costs, and payback time are the objective functions in this approach, while the number of series and parallel panels, the tilt angle, and inverter topology and PV module type are determined from a list of possible candidates. The optimization process is implemented for a sample system, and the results are compared to both a traditional and design software approach. It is seen that by applying the proposed approach with lower capital costs, the harvested energy, financial benefits, and the payback time can be improved by 9.3%, 1%, and 6.95%, respectively. Several case studies are then presented to investigate the sensitivity and robustness of the design with regard to the ambient temperature variation, solar irradiation fluctuation, and available surface area for PV module installation.

[1]  Fred W. Glover,et al.  Tabu Search - Part I , 1989, INFORMS J. Comput..

[2]  Fred Glover,et al.  Tabu Search - Part II , 1989, INFORMS J. Comput..

[3]  Gilbert M. Masters,et al.  Renewable and Efficient Electric Power Systems: Masters/Electric Power Systems , 2004 .

[4]  Gilbert M. Masters,et al.  Renewable and Efficient Electric Power Systems , 2004 .

[5]  Quan Li,et al.  A Review of the Single Phase Photovoltaic Module Integrated Converter Topologies With Three Different DC Link Configurations , 2008, IEEE Transactions on Power Electronics.

[6]  Seul-Ki Kim,et al.  MODELING AND SIMULATION OF A GRID-CONNECTED PV GENERATION SYSTEM FOR ELECTROMAGNETIC TRANSIENT ANALYSIS , 2009 .

[7]  Athula D. Rajapakse,et al.  Simulation tools for photovoltaic system grid integration studies , 2009, 2009 IEEE Electrical Power & Energy Conference (EPEC).

[8]  Yi Zhao,et al.  Design and Analysis of a Grid-Connected Photovoltaic Power System , 2010, IEEE Transactions on Power Electronics.

[9]  A. Mellit,et al.  The effect of soiling on energy production for large-scale photovoltaic plants , 2011 .

[10]  Kai Sun,et al.  A Modular Grid-Connected Photovoltaic Generation System Based on DC Bus , 2011, IEEE Transactions on Power Electronics.

[11]  Ashwin M. Khambadkone,et al.  Reliability Analysis and Cost Optimization of Parallel-Inverter System , 2012, IEEE Transactions on Industrial Electronics.

[12]  E. Koutroulis,et al.  Design optimization of transformerless grid-connected PV inverters including reliability , 2012, 2012 Twenty-Seventh Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[13]  Olimpo Anaya-Lara,et al.  Analytical efficiency evaluation of two and three level VSC-HVDC transmission links , 2013 .

[14]  Shih-Ming Chen,et al.  Design, Analysis, and Implementation of Solar Power Optimizer for DC Distribution System , 2013, IEEE Transactions on Power Electronics.

[15]  Chien-Hsuan Chang,et al.  A High-Efficiency Solar Array Simulator Implemented by an LLC Resonant DC–DC Converter , 2013, IEEE Transactions on Power Electronics.

[16]  L. Aarniovuori,et al.  High-Power Solar Inverter Efficiency Measurements by Calorimetric and Electric Methods , 2013, IEEE Transactions on Power Electronics.

[17]  D. Hurlbut,et al.  Beyond Renewable Portfolio Standards: An Assessment of Regional Supply and Demand Conditions Affecting the Future of Renewable Energy in the West; Report and Executive Summary , 2013 .

[18]  E. Koutroulis,et al.  An Optimization Method for Designing Large PV Plants , 2013, IEEE Journal of Photovoltaics.

[19]  Kai Strunz,et al.  DC Microgrid for Wind and Solar Power Integration , 2014, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[20]  Dezso Sera,et al.  Optimal Design of Photovoltaic Systems Using High Time-Resolution Meteorological Data , 2014, IEEE Transactions on Industrial Informatics.

[21]  Ahmadreza Tabesh,et al.  Economical Design of Utility-Scale Photovoltaic Power Plants With Optimum Availability , 2014, IEEE Transactions on Industrial Electronics.

[22]  Jih-Sheng Lai,et al.  High Efficiency Photovoltaic Source Simulator with Fast Response Time for Solar Power Conditioning Systems Evaluation , 2014, IEEE Transactions on Power Electronics.

[23]  Martin Ordonez,et al.  DC-Bus Voltage Range Extension in 1500 V Photovoltaic Inverters , 2015, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[24]  Mohammed Saeed,et al.  Modified particle swarm optimisation technique for optimal design of small renewable energy system supplying a specific load at Mansoura University , 2015 .

[25]  Bhatkar Anup Ashok,et al.  A solar power generation system with a seven-level inverter , 2018 .