An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems

In this paper, an improved power management strategy (PMS) for multi-agent system (MAS)-based distributed control of DC microgrid (DCMG) under communication network problems is presented in order to enhance the reliability of DCMG and to ensure the system power balance under various conditions. To i...

Full description

Bibliographic Details
Main Authors: Thanh Van Nguyen, Kyeong-Hwa Kim
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/1/122
id doaj-c71ff9f857b6418f81cb2581d374384f
record_format Article
spelling doaj-c71ff9f857b6418f81cb2581d374384f2020-11-25T01:06:34ZengMDPI AGSustainability2071-10502019-12-0112112210.3390/su12010122su12010122An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network ProblemsThanh Van Nguyen0Kyeong-Hwa Kim1Department of Electrical and Information Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul 01811, KoreaDepartment of Electrical and Information Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul 01811, KoreaIn this paper, an improved power management strategy (PMS) for multi-agent system (MAS)-based distributed control of DC microgrid (DCMG) under communication network problems is presented in order to enhance the reliability of DCMG and to ensure the system power balance under various conditions. To implement MAS-based distributed control, a communication network is constructed to exchange information among agents. Based on the information obtained from communication and local measurements, the decision for the local controller and communication is optimally given to guarantee the system power balance under various conditions. The operating modes of the agents can be determined locally without introducing any central controller. Simultaneously, the agents can operate in a deliberative and cooperative manner to ensure global optimization by means of the communication network. Furthermore, to prevent the system power imbalance caused by the delay in grid fault detection and communication in case of the grid fault, a DC-link voltage (DCV) restoration algorithm is proposed in this study. In addition, to avoid the conflict in the DCV control among power agents in case of the grid recovery under communication failure, a grid recovery identification algorithm is also proposed to improve the reliability of DCMG operation. In this scheme, a special current pattern is generated on the DC-link at the instant of the grid recovery by the grid agent, and other power agents identify the grid recovery by detecting this current pattern. Comprehensive simulations and experiments based on DCMG testbed have been carried out to prove the effectiveness of the PMS and the proposed control schemes under various conditions.https://www.mdpi.com/2071-1050/12/1/122communication network problemsdc microgriddistributed controlimproved power managementmulti-agent systemsgrid recovery
collection DOAJ
language English
format Article
sources DOAJ
author Thanh Van Nguyen
Kyeong-Hwa Kim
spellingShingle Thanh Van Nguyen
Kyeong-Hwa Kim
An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
Sustainability
communication network problems
dc microgrid
distributed control
improved power management
multi-agent systems
grid recovery
author_facet Thanh Van Nguyen
Kyeong-Hwa Kim
author_sort Thanh Van Nguyen
title An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
title_short An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
title_full An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
title_fullStr An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
title_full_unstemmed An Improved Power Management Strategy for MAS-Based Distributed Control of DC Microgrid under Communication Network Problems
title_sort improved power management strategy for mas-based distributed control of dc microgrid under communication network problems
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2019-12-01
description In this paper, an improved power management strategy (PMS) for multi-agent system (MAS)-based distributed control of DC microgrid (DCMG) under communication network problems is presented in order to enhance the reliability of DCMG and to ensure the system power balance under various conditions. To implement MAS-based distributed control, a communication network is constructed to exchange information among agents. Based on the information obtained from communication and local measurements, the decision for the local controller and communication is optimally given to guarantee the system power balance under various conditions. The operating modes of the agents can be determined locally without introducing any central controller. Simultaneously, the agents can operate in a deliberative and cooperative manner to ensure global optimization by means of the communication network. Furthermore, to prevent the system power imbalance caused by the delay in grid fault detection and communication in case of the grid fault, a DC-link voltage (DCV) restoration algorithm is proposed in this study. In addition, to avoid the conflict in the DCV control among power agents in case of the grid recovery under communication failure, a grid recovery identification algorithm is also proposed to improve the reliability of DCMG operation. In this scheme, a special current pattern is generated on the DC-link at the instant of the grid recovery by the grid agent, and other power agents identify the grid recovery by detecting this current pattern. Comprehensive simulations and experiments based on DCMG testbed have been carried out to prove the effectiveness of the PMS and the proposed control schemes under various conditions.
topic communication network problems
dc microgrid
distributed control
improved power management
multi-agent systems
grid recovery
url https://www.mdpi.com/2071-1050/12/1/122
work_keys_str_mv AT thanhvannguyen animprovedpowermanagementstrategyformasbaseddistributedcontrolofdcmicrogridundercommunicationnetworkproblems
AT kyeonghwakim animprovedpowermanagementstrategyformasbaseddistributedcontrolofdcmicrogridundercommunicationnetworkproblems
AT thanhvannguyen improvedpowermanagementstrategyformasbaseddistributedcontrolofdcmicrogridundercommunicationnetworkproblems
AT kyeonghwakim improvedpowermanagementstrategyformasbaseddistributedcontrolofdcmicrogridundercommunicationnetworkproblems
_version_ 1725189515287461888