Economic multi-objective approach to design off-grid microgrids: A support for business decision making

Abstract Designing off-grid microgrids is a costly and risky activity, especially for newly electrified communities in developing countries. Private developers and researcher have been using several economic indicators to value the profitability of an investment, such as Net Present Value, Discounted Payback Period, Levelized Cost of Electricity; however, each index has its advantages and specific limitations. Selecting a single objective may lead the developer to misestimate the profitability of a project, because a single index cannot accommodate the variety of requirements of the business process. Acknowledging this, this study proposes a wide analysis for highlighting the effects of different indicators onto the optimal design of an off-grid system. A multi-objective approach that optimizes together different economic indicators is proposed, based on the results of a preliminary analysis on single-objective formulations. A sensitivity analysis with respect to the electricity price, the load curtailment cost and the dispatching strategy is also performed. A numerical case study is proposed for a possible off-grid microgrid in Soroti, Uganda, which well represents a hard environment for business development. Results suggest that the proposed multi-objective approach provides intermediate configurations that are a good compromise between multiple objectives, thus satisfying the difficult environment developers are enduring.

[1]  W. Beckman,et al.  Solar Engineering of Thermal Processes , 1985 .

[2]  Alireza Askarzadeh,et al.  Technical and economical bi-objective design of a grid-connected photovoltaic/diesel generator/fuel cell energy system , 2019, Sustainable Cities and Society.

[3]  R. P. Saini,et al.  A review on Integrated Renewable Energy System based power generation for stand-alone applications: Configurations, storage options, sizing methodologies and control , 2014 .

[4]  José L. Bernal-Agustín,et al.  Multi-objective design of PV–wind–diesel–hydrogen–battery systems , 2008 .

[5]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[6]  Abdelali Astito,et al.  Sizing methods and optimization techniques for PV-wind based hybrid renewable energy system: A review , 2018, Renewable and Sustainable Energy Reviews.

[7]  Mohd Amran Mohd Radzi,et al.  Multi-objective optimization of a stand-alone hybrid renewable energy system by using evolutionary algorithms: A review , 2012 .

[8]  Riccardo Del Citto,et al.  Energy Production Analysis and Optimization of Mini-Grid in Remote Areas: The Case Study of Habaswein, Kenya , 2017 .

[9]  Jincan Chen,et al.  The optimal design and operation strategy of renewable energy-CCHP coupled system applied in five building objects , 2020 .

[10]  Jian Xiong,et al.  Multi-objective optimal design of hybrid renewable energy system under multiple scenarios , 2020 .

[11]  Michael Lochinvar S. Abundo,et al.  Techno-economic analysis of a cost-effective power generation system for off-grid island communities: A case study of Gilutongan Island, Cordova, Cebu, Philippines , 2019, Renewable Energy.

[12]  Amir H. Keshavarzzadeh,et al.  Multi-objective techno-economic optimization of a solar based integrated energy system using various optimization methods , 2019, Energy Conversion and Management.

[13]  Jun Qiu,et al.  Multi-objective optimization for integrated hydro–photovoltaic power system , 2016 .

[14]  Omar Ellabban,et al.  Integrated Economic Adoption Model for residential grid-connected photovoltaic systems: An Australian case study , 2019, Energy Reports.

[15]  K. Hollands,et al.  A method to generate synthetic hourly solar radiation globally , 1990 .

[16]  Martha M. Hoffmann,et al.  Simulating the potential of swarm grids for pre-electrified communities – A case study from Yemen , 2018, Renewable and Sustainable Energy Reviews.

[17]  K.G.T. Hollands,et al.  A time series model for Kt with application to global synthetic weather generation , 1988 .

[18]  Raquel Segurado,et al.  Optimization of a wind powered desalination and pumped hydro storage system , 2016 .

[19]  R. P. Saini,et al.  A review on planning, configurations, modeling and optimization techniques of hybrid renewable energy systems for off grid applications , 2016 .

[20]  Dami Mohamed Ali,et al.  Multi-objective genetic algorithm based sizing optimization of a stand-alone wind/PV power supply system with enhanced battery/supercapacitor hybrid energy storage , 2018, Energy.

[21]  Jose M. Yusta,et al.  Optimisation of PV-wind-diesel-battery stand-alone systems to minimise cost and maximise human development index and job creation , 2016 .

[22]  Reinhard Radermacher,et al.  Development of an optimization based design framework for microgrid energy systems , 2017 .

[23]  Sanjib Kumar Panda,et al.  A multi-objective and robust optimization approach for sizing and placement of PV and batteries in off-grid systems fully operated by diesel generators: An Indonesian case study , 2018, Energy.

[24]  Luigi Dusonchet,et al.  Comparative economic analysis of support policies for solar PV in the most representative EU countries , 2015 .

[25]  Zhe Chen,et al.  Optimized sizing of a standalone PV-wind-hydropower station with pumped-storage installation hybrid energy system , 2020 .

[26]  David L. Whitman,et al.  Fundamentals of Engineering Economics and Decision Analysis , 2012, Fundamentals of Engineering Economics and Decision Analysis.

[27]  A. A. Eras-Almeida,et al.  Hybrid renewable mini-grids on non-interconnected small islands: Review of case studies , 2019, Renewable and Sustainable Energy Reviews.

[28]  Pierluigi Siano,et al.  Coordinated wind-thermal-energy storage offering strategy in energy and spinning reserve markets using a multi-stage model , 2020 .

[29]  Luís N. Vicente,et al.  Direct Multisearch for Multiobjective Optimization , 2011, SIAM J. Optim..

[30]  M. Carrion,et al.  A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem , 2006, IEEE Transactions on Power Systems.

[31]  Umberto Desideri,et al.  Ramp rate abatement for wind power plants: A techno-economic analysis , 2019, Applied Energy.

[32]  Richard S. J. Tol,et al.  An Estimate of the Value of Lost Load for Ireland , 2011 .

[33]  Makbul A.M. Ramli,et al.  A review of optimization approaches for hybrid distributed energy generation systems: Off-grid and grid-connected systems , 2018 .

[34]  Paulina Jaramillo,et al.  Enabling private sector investment in microgrid-based rural electrification in developing countries: A review , 2015 .

[35]  Claudio R. Vergara,et al.  Assessing the value of forecast-based dispatch in the operation of off-grid rural microgrids , 2017 .

[36]  C. Breyer,et al.  Sustainability guardrails for energy scenarios of the global energy transition , 2018, Renewable and Sustainable Energy Reviews.

[37]  Lorenzo Bartolucci,et al.  Fuel cell based hybrid renewable energy systems for off-grid telecom stations: Data analysis and system optimization , 2019, Applied Energy.

[38]  Jay F. Whitacre,et al.  Comparative techno-economic analysis of hybrid micro-grid systems utilizing different battery types , 2016 .

[39]  Romano Giglioli,et al.  Stochastic sizing of isolated rural mini-grids, including effects of fuel procurement and operational strategies , 2018 .

[40]  Chao Ma,et al.  A review on recent sizing methodologies of hybrid renewable energy systems , 2019, Energy Conversion and Management.

[41]  Peter J. Fleming,et al.  A multi-objective framework for long-term generation expansion planning with variable renewables , 2019 .

[42]  Herbert E. Kierulff,et al.  MIRR: A better measure , 2008 .

[43]  E. MacA. Gray,et al.  Optimization of renewable hybrid energy systems – A multi-objective approach , 2019, Renewable Energy.

[44]  A. McFarlan Techno-economic assessment of pathways for electricity generation in northern remote communities in Canada using methanol and dimethyl ether to replace diesel , 2018, Renewable and Sustainable Energy Reviews.

[45]  Yao Azoumah,et al.  On the equivalence and comparison of economic criteria for energy projects: Application on PV/diesel hybrid system optimal design , 2018 .

[46]  Massimo Ceraolo,et al.  State-Of-Charge Evaluation Of Supercapacitors , 2017 .