Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation
This article presents the performance evaluation of ratio consensus-based distributed power apportioning engine along with centralized net load management (NLM) engine that ensures viable and stable operation of an islanded microgrid. Managing net load variability in a microgrid with high penetrations of uncertain renewable generation and ever-changing load demands is a crucial need in order to ensure viable and stable operation of the microgrid. Centralized ?dispatch-rule?-based and/or multi-agent-based distributed control of distributed energy resources (DERs) in microgrid are well accepted for microgrid by adapting ANSI/ISA-95-based hierarchical control architecture. In the application where microgrid network has large geographical span with multiple DERs dispersed in the network, high penetration of uncertain renewable energy resources, and ever-changing load demands, a judicious selection of techniques/solutions for managing net-load resources for maintaining viability and stability is required. With this motivation, this article proposes a novel solution to mitigate the challenges by incorporating a mixed centralized NLM engine and distributed power apportioning control of DERs and loads. A power-hardware-in-the-loop (PHIL) -based experiment is conducted with the centralized NLM engine and the distributed power apportioning engine along with two commercial inverters. The experimental results validates the efficacy of the proposed method in ensuring viability and stability of a microgrid.
Citation Formats
TY - DATA
AB - This article presents the performance evaluation of ratio consensus-based distributed power apportioning engine along with centralized net load management (NLM) engine that ensures viable and stable operation of an islanded microgrid. Managing net load variability in a microgrid with high penetrations of uncertain renewable generation and ever-changing load demands is a crucial need in order to ensure viable and stable operation of the microgrid. Centralized “dispatch-rule”-based and/or multi-agent-based distributed control of distributed energy resources (DERs) in microgrid are well accepted for microgrid by adapting ANSI/ISA-95-based hierarchical control architecture. In the application where microgrid network has large geographical span with multiple DERs dispersed in the network, high penetration of uncertain renewable energy resources, and ever-changing load demands, a judicious selection of techniques/solutions for managing net-load resources for maintaining viability and stability is required. With this motivation, this article proposes a novel solution to mitigate the challenges by incorporating a mixed centralized NLM engine and distributed power apportioning control of DERs and loads. A power-hardware-in-the-loop (PHIL) -based experiment is conducted with the centralized NLM engine and the distributed power apportioning engine along with two commercial inverters. The experimental results validates the efficacy of the proposed method in ensuring viability and stability of a microgrid.
AU - Chakraborty, Soham
A2 - Saraswat, Govind
A3 - Guruwacharya, Nischal
A4 - Dey, Arnab
A5 - Bryce, Richard
A6 - Salapaka, Murti
DB - C-MIX - Community Microgrid Information Exchange
DP - Open EI | National Laboratory of the Rockies
DO -
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 - University of Minnesota
T1 - Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation
UR - https://cmix.openei.org/submissions/122
ER -
Chakraborty, Soham, et al. Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation. University of Minnesota, 1 January, 2023, C-MIX - Community Microgrid Information Exchange. https://cmix.openei.org/submissions/122.
Chakraborty, S., Saraswat, G., Guruwacharya, N., Dey, A., Bryce, R., & Salapaka, M. (2023). Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation. [Data set]. C-MIX - Community Microgrid Information Exchange. University of Minnesota. https://cmix.openei.org/submissions/122
Chakraborty, Soham, Govind Saraswat, Nischal Guruwacharya, Arnab Dey, Richard Bryce, and Murti Salapaka. Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation. University of Minnesota, January, 1, 2023. Distributed by C-MIX - Community Microgrid Information Exchange. https://cmix.openei.org/submissions/122
@misc{CMIX_Dataset_122,
title = {Evaluation of Distributed Power Apportioning with Net Load Management Engine in Microgrids Using Power Hardware-in-the-Loop Simulation},
author = {Chakraborty, Soham and Saraswat, Govind and Guruwacharya, Nischal and Dey, Arnab and Bryce, Richard and Salapaka, Murti},
abstractNote = {This article presents the performance evaluation of ratio consensus-based distributed power apportioning engine along with centralized net load management (NLM) engine that ensures viable and stable operation of an islanded microgrid. Managing net load variability in a microgrid with high penetrations of uncertain renewable generation and ever-changing load demands is a crucial need in order to ensure viable and stable operation of the microgrid. Centralized ?dispatch-rule?-based and/or multi-agent-based distributed control of distributed energy resources (DERs) in microgrid are well accepted for microgrid by adapting ANSI/ISA-95-based hierarchical control architecture. In the application where microgrid network has large geographical span with multiple DERs dispersed in the network, high penetration of uncertain renewable energy resources, and ever-changing load demands, a judicious selection of techniques/solutions for managing net-load resources for maintaining viability and stability is required. With this motivation, this article proposes a novel solution to mitigate the challenges by incorporating a mixed centralized NLM engine and distributed power apportioning control of DERs and loads. A power-hardware-in-the-loop (PHIL) -based experiment is conducted with the centralized NLM engine and the distributed power apportioning engine along with two commercial inverters. The experimental results validates the efficacy of the proposed method in ensuring viability and stability of a microgrid.},
url = {https://cmix.openei.org/submissions/122},
year = {2023},
howpublished = {C-MIX - Community Microgrid Information Exchange, University of Minnesota, https://cmix.openei.org/submissions/122},
note = {Accessed: 2026-08-06}
}
Details
Data from Jan 1, 2023
Last updated Mar 30, 2026
Submitted Jun 2, 2026
Organization
University of Minnesota
Contact
Soham Chakraborty

