Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework
This paper presents a novel framework for validating microgrid algorithms using a At-Scale Simulation and Emulation Real-Time (ASSERT) setup. The proposed universal microgrid validation framework was developed at Advanced Research on Integrated Energy Systems (ARIES) platform at NREL in Golden, Colorado, USA. As the number of intercommunicating devices grow in power systems, along with more integration of inverter-based resources, developing and validating microgrid operation and control algorithms is becoming complex and time-consuming task. The ASSERT framework is designed to provide a comprehensive, accurate, and efficient solution for validating microgrid algorithms. It combines at-scale simulations and real-time emulation to create a virtual environment that closely mimics the behavior of a physical microgrids which are characteristic of future smart distribution systems, such as: (1) increasing variability in the physical size of new energy technologies; (2) requiring control large numbers of interconnected devices, and (3) integrating diverse technologies that have not previously worked together. The paper describes the technical details of the ASSERT framework, its validation process, and its benefits over traditional validation methods. The framework's ability to validate the performance of various algorithms is demonstrated through a case study, which shows that it can effectively identify the weaknesses of an algorithm and optimize its performance. Overall, the ASSERT framework is a promising tool that can significantly enhance the development and validation of microgrid algorithms, leading to more reliable and efficient microgrid operation.
Citation Formats
TY - DATA
AB - This paper presents a novel framework for validating microgrid algorithms using a At-Scale Simulation and Emulation Real-Time (ASSERT) setup. The proposed universal microgrid validation framework was developed at Advanced Research on Integrated Energy Systems (ARIES) platform at NREL in Golden, Colorado, USA. As the number of intercommunicating devices grow in power systems, along with more integration of inverter-based resources, developing and validating microgrid operation and control algorithms is becoming complex and time-consuming task. The ASSERT framework is designed to provide a comprehensive, accurate, and efficient solution for validating microgrid algorithms. It combines at-scale simulations and real-time emulation to create a virtual environment that closely mimics the behavior of a physical microgrids which are characteristic of future smart distribution systems, such as: (1) increasing variability in the physical size of new energy technologies; (2) requiring control large numbers of interconnected devices, and (3) integrating diverse technologies that have not previously worked together. The paper describes the technical details of the ASSERT framework, its validation process, and its benefits over traditional validation methods. The framework's ability to validate the performance of various algorithms is demonstrated through a case study, which shows that it can effectively identify the weaknesses of an algorithm and optimize its performance. Overall, the ASSERT framework is a promising tool that can significantly enhance the development and validation of microgrid algorithms, leading to more reliable and efficient microgrid operation.
AU - Chanda, Sayonsom
A2 - Agalgaonkar, Yash
A3 - Pannala, Sanjeev
A4 - Hovsapian, Rob
DB - C-MIX - Community Microgrid Information Exchange
DP - Open EI | National Laboratory of the Rockies
DO - 10.1109/ATEE58038.2023.10108324
KW - Power electronics and inverters
KW - Power electronics
KW - Inverters
KW - Battery energy storage
KW - Solar
KW - Photovoltaics
KW - PV
KW - Diesel generators
KW - Other liquid-fuel generators
KW - Case studies
KW - Performance
KW - Power plant controls
KW - SCADA
KW - Maintenance and operations
KW - Operations
KW - Maintenance
KW - Commissioning
LA - English
DA - 2023/01/01
PY - 2023
PB - NLR
T1 - Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework
UR - https://doi.org/10.1109/ATEE58038.2023.10108324
ER -
Chanda, Sayonsom, et al. Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework. NLR, 1 January, 2023, C-MIX - Community Microgrid Information Exchange. https://doi.org/10.1109/ATEE58038.2023.10108324.
Chanda, S., Agalgaonkar, Y., Pannala, S., & Hovsapian, R. (2023). Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework. [Data set]. C-MIX - Community Microgrid Information Exchange. NLR. https://doi.org/10.1109/ATEE58038.2023.10108324
Chanda, Sayonsom, Yash Agalgaonkar, Sanjeev Pannala, and Rob Hovsapian. Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework. NLR, January, 1, 2023. Distributed by C-MIX - Community Microgrid Information Exchange. https://doi.org/10.1109/ATEE58038.2023.10108324
@misc{CMIX_Dataset_96,
title = {Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework},
author = {Chanda, Sayonsom and Agalgaonkar, Yash and Pannala, Sanjeev and Hovsapian, Rob},
abstractNote = {This paper presents a novel framework for validating microgrid algorithms using a At-Scale Simulation and Emulation Real-Time (ASSERT) setup. The proposed universal microgrid validation framework was developed at Advanced Research on Integrated Energy Systems (ARIES) platform at NREL in Golden, Colorado, USA. As the number of intercommunicating devices grow in power systems, along with more integration of inverter-based resources, developing and validating microgrid operation and control algorithms is becoming complex and time-consuming task. The ASSERT framework is designed to provide a comprehensive, accurate, and efficient solution for validating microgrid algorithms. It combines at-scale simulations and real-time emulation to create a virtual environment that closely mimics the behavior of a physical microgrids which are characteristic of future smart distribution systems, such as: (1) increasing variability in the physical size of new energy technologies; (2) requiring control large numbers of interconnected devices, and (3) integrating diverse technologies that have not previously worked together. The paper describes the technical details of the ASSERT framework, its validation process, and its benefits over traditional validation methods. The framework's ability to validate the performance of various algorithms is demonstrated through a case study, which shows that it can effectively identify the weaknesses of an algorithm and optimize its performance. Overall, the ASSERT framework is a promising tool that can significantly enhance the development and validation of microgrid algorithms, leading to more reliable and efficient microgrid operation.},
url = {https://cmix.openei.org/submissions/96},
year = {2023},
howpublished = {C-MIX - Community Microgrid Information Exchange, NLR, https://doi.org/10.1109/ATEE58038.2023.10108324},
note = {Accessed: 2026-06-18},
doi = {10.1109/ATEE58038.2023.10108324}
}
https://dx.doi.org/10.1109/ATEE58038.2023.10108324
Details
Data from Jan 1, 2023
Last updated Mar 30, 2026
Submitted Jun 2, 2026
Organization
NLR
Contact
Yashodhan Agalgaonkar

