Implementation of optimization technique on the embedded systems and wireless sensor networks for home energy management in smart grid

Soetedjo, Aryuanto and Lomi, Abraham and Nakhoda, Yusuf Ismail (2016) Implementation of optimization technique on the embedded systems and wireless sensor networks for home energy management in smart grid. In: 2016 IEEE Conference on Wireless Sensors (ICWiSE), 10-12 October 2016, Langkawi, Malaysia.

	Text C.2.a.2-8_artikel_LOMI.pdf Download (691kB)
	Text prosiding_artikel-8_C.2.a.2-8_cek plagiasi.pdf Download (688kB)

Abstract

This paper presents the implementation of optimization technique on the HEMS (Home Energy Management System). The objective of load scheduling optimization problem is to minimize the peak hourly load power consumption. The Raspberry Pi module is employed as the smart controller installed at a home. The smart controller is used to solve the optimization problem using MILP (Mixed Integer Linear Programming). It communicates with the load controllers implemented on the Arduino microcontroller over the ZigBee wireless network. The experiment results show that the proposed system is able to compute the MILP in real-time at 396 ms, very fast compared to the hourly interval used by the optimization technique. Further, the transmission time from smart controller to the local controller, and vice versa is 167 ms and 187 ms respectively.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	Energy management; linear programming; Raspberry Pi; Arduino; ZigBee.
Subjects:	Engineering > Electrical Engineering
Divisions:	Fakultas Teknologi Industri > Teknik Elektro S1
Depositing User:	Mr Sayekti Aditya Endra
Date Deposited:	25 Apr 2023 13:08
Last Modified:	25 Apr 2023 13:08
URI:	http://eprints.itn.ac.id/id/eprint/11529

Actions (login required)

View Item