Validation of Microgrid Algorithms using At-Scale Simulation and Emulation Real-Time (ASSERT) Framework

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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.

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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 -
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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

Authors

Sayonsom Chanda

NLR

Yash Agalgaonkar

NLR

Sanjeev Pannala

Washington State University

Rob Hovsapian

NLR
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