Resilience and economics of microgrids with PV, battery storage, and networked diesel generators

Abstract Current designs and assessments of microgrids have ignored component reliability, leading to significant errors in predicting a microgrid’s performance while islanded. Existing life cycle cost studies on hybrid microgrids—which combine photovoltaics (PV), battery storage and networked emergency diesel generators—also have not identified all the potential economic opportunities. Reducing the number of emergency diesel generators through reliance on PV and battery, retail bill savings, and demand response and wholesale market revenue streams are all important. This paper provides a new statistical methodology that calculates the impact of distributed energy reliability and variability on a microgrid’s performance and a novel use of the optimization platform REopt to explore multiple cost savings and revenue streams. We examine the impacts for microgrids in California, Maryland, and New Mexico and show that a hybrid microgrid is a more resilient and cost-effective solution than a diesel-only system. Under realistic conditions, a hybrid microgrid can provide higher system reliability when islanded and have a lower life cycle cost under multiple market conditions than a traditional diesel generator-based system. The improved performance of the hybrid system is resilient to conditions experienced over the last 20 years in solar irradiance and sees little degradation in performance immediately after a hurricane. The cost savings to provide this more resilient backup power system as compared to a diesel-only microgrid are significant. The net present cost for a hybrid microgrid is 19% lower in New Mexico and 35% lower in Maryland than a diesel-only microgrid. In California, the net present cost of the hybrid microgrid is negative because, unlike a diesel-only microgrid, a hybrid microgrid has lower life cycle costs than the power costs without a microgrid.

[1]  Anthony Blekicki,et al.  Availability of utility-scale photovoltaic power plants , 2015, 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC).

[2]  Jeffrey Marqusee,et al.  Impact of emergency diesel generator reliability on microgrids and building-tied systems , 2021 .

[3]  Joyce McLaren,et al.  Solar-plus-storage economics: What works where, and why? , 2019, The Electricity Journal.

[4]  Chris Marnay,et al.  Distributed energy resources in practice: A case study analysis and validation of LBNL's customer adoption model , 2003 .

[5]  Shalabh Gupta,et al.  Fault diagnostics in smart micro-grids: A survey , 2016 .

[6]  Jan Kleissl,et al.  Reliability Evaluation for Microgrids Using Cross-Entropy Monte Carlo Simulation , 2018, 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

[7]  Travis Simpkins,et al.  REopt: A Platform for Energy System Integration and Optimization , 2014 .

[8]  W. Cole,et al.  The potential for using local PV to meet critical loads during hurricanes , 2020 .

[9]  G. Venkataramanan,et al.  Optimal Technology Selection and Operation of Commercial-Building Microgrids , 2008, IEEE Transactions on Power Systems.

[10]  Jason Edwin Stamp,et al.  Sandia’s Microgrid Design Toolkit , 2017 .

[11]  Sean Ericson,et al.  The Value of Battery Storage in Military Microgrids: An Assessment for ESTCP , 2020 .

[12]  Jan Kleissl,et al.  Improving estimates for reliability and cost in microgrid investment planning models , 2019, Journal of Renewable and Sustainable Energy.

[13]  J. Elsworth,et al.  Solar Photovoltaics in Severe Weather: Cost Considerations for Storm Hardening PV Systems for Resilience , 2020 .

[14]  Ruben Tapia-Olvera,et al.  Optimal Economic Dispatch in Microgrids with Renewable Energy Sources , 2019, Energies.

[15]  Nathan G. Johnson,et al.  Statistical development of microgrid resilience during islanding operations , 2020 .

[16]  Stephen John Fehr Emergency Diesel-Electric Generator Set Maintenance and Test Periodicity , 2017 .

[17]  Ș. C. Gherghina,et al.  Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries , 2017 .

[18]  Amin Khodaei,et al.  State-Of-The-Art in Microgrid-Integrated Distributed Energy Storage Sizing , 2017 .

[19]  Y. Du,et al.  Reliability of standby generators in Hong Kong buildings , 2002, Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344).

[20]  Yujie Xu,et al.  Techno-economic and social analysis of energy storage for commercial buildings , 2014 .

[21]  Bill Marion,et al.  PV field reliability status—Analysis of 100 000 solar systems , 2020, Progress in Photovoltaics: Research and Applications.

[22]  Geoffrey Taylor Klise,et al.  A Best Practice for Developing Availability Guarantee Language in Photovoltaic (PV) O&M Agreements. , 2015 .

[23]  Jyotirmoy Roy,et al.  Impact of Component Reliability on Large Scale Photovoltaic Systems’ Performance , 2018, Energies.

[24]  Arifujjaman A comprehensive power loss, efficiency, reliability and cost calculation of a 1 MW/500 kWh battery based energy storage system for frequency regulation application , 2015 .

[25]  Blake Lundstrom,et al.  Life prediction model for grid-connected Li-ion battery energy storage system , 2017, 2017 American Control Conference (ACC).

[26]  Christopher C. Thompson,et al.  Decanting the data: The Gold Book presents equipment reliability refreshment , 2010, 2010 IEEE Industrial and Commercial Power Systems Technical Conference - Conference Record.

[27]  Partha P. Mishra,et al.  Cost Reduction of School Bus Fleet Electrification With Optimized Charging and Distributed Energy Resources , 2019, 2019 North American Power Symposium (NAPS).

[28]  Alessandro Birolini Reliability Engineering: Theory and Practice , 1999 .

[29]  Bhim Singh,et al.  Comprehensive Controller Implementation for Wind-PV-Diesel Based Standalone Microgrid , 2019, IEEE Transactions on Industry Applications.

[30]  Ming Jin,et al.  A review of microgrid development in the United States – A decade of progress on policies, demonstrations, controls, and software tools , 2018, Applied Energy.

[31]  Josep M. Guerrero,et al.  Computational optimization techniques applied to microgrids planning: A review , 2015 .

[32]  Ning Lu,et al.  Load profile analysis and short-term building load forecast for a university campus , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[33]  Jay Apt,et al.  Emissions and Economics of Behind-the-Meter Electricity Storage. , 2017, Environmental science & technology.

[34]  Eliza Hotchkiss,et al.  Planning for the storm: Considering renewable energy for critical infrastructure resilience. , 2020, Journal of emergency management.

[35]  Travis Simpkins,et al.  A statistical analysis of the economic drivers of battery energy storage in commercial buildings , 2016, 2016 North American Power Symposium (NAPS).

[36]  Daniel J. Rogers,et al.  A Comparison of Grid-Connected Battery Energy Storage System Designs , 2017, IEEE Transactions on Power Electronics.

[37]  Jeffrey Marqusee,et al.  Reliability of emergency and standby diesel generators: Impact on energy resiliency solutions , 2020 .

[38]  Lars Lisell,et al.  Quantifying and Monetizing Renewable Energy Resiliency , 2018 .

[39]  Michael Stadler,et al.  Value streams in microgrids: A literature review , 2016 .

[40]  Jichun Liu,et al.  Exploring Economic Criteria for Energy Storage System Sizing , 2019, Energies.