IoT infrastructure and potential application to smart grid communications

Rana, Md Masud, Xiang, Wei, Wang, Eric, and Jia, Min (2017) IoT infrastructure and potential application to smart grid communications. In: Proceedings of the IEEE Global Communications Conference. From: GLOBECOM 2017: IEEE Global Communications Conference, 4-8 December 2017, Singapore.

[img] PDF (Published Version) - Published Version
Restricted to Repository staff only

View at Publisher Website: http://dx.doi.org/10.1109/GLOCOM.2017.82...
 
1


Abstract

This paper explores the optimal filtering problem for microgrid state estimation considering packet losses in the internet of things (IoT) networks. The considered IoT networks collect microgrid information from smart sensors and send control messages to actuators where sensors and actuators are linked over a lossy network. Explicitly, the distribution power system incorporating renewable distributed energy resources such as wind turbine is represented as a state-space model where IoT element such as smart sensors are deployed to obtain measurements. This sensing information is transmitted to the fusion center through a lossy IoT communication network where measurements are lost. This paper proposes an optimal estimator based on the mean squared error between the actual states and its estimate. Afterwards, a state feedback controller is designed based on the semidefinite programming approach under the condition of packet dropouts in the IoT network. The efficacy of the proposed approaches are demonstrated by presenting an environment-friendly microgrid model incorporating distributed energy resources.

Item ID: 52421
Item Type: Conference Item (Research - E1)
ISBN: 978-1-5090-5019-2
Keywords: microgrids; state estimation; packet loss; smart grids; intelligent sensors
Date Deposited: 08 Feb 2018 04:19
FoR Codes: 09 ENGINEERING > 0906 Electrical and Electronic Engineering > 090699 Electrical and Electronic Engineering not elsewhere classified @ 100%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8901 Communication Networks and Services > 890199 Communication Networks and Services not elsewhere classified @ 100%
Downloads: Total: 1
More Statistics

Actions (Repository Staff Only)

Item Control Page Item Control Page