NDLI: A delay based optimization scheme for peak load reduction in the smart grid

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A delay based optimization scheme for peak load reduction in the smart grid

Content Provider	ACM Digital Library
Author	Koutitas, George Tassiulas, Leandros
Abstract	A measurement campaign based on commodity wireless sensors shows that the majority of thermostatic loads in a user premise are described by periodic pulse waves. The superposition of these loads results to high peak power demand and costs in the network. We propose a novel first stage of optimization in the smart grid which reduces external on/off command flow for demand response between the controller and the smart appliances. A phase management scheme is developed that defines optimal time shifts (delays) on the periodic loads in order to provide peak power reduction over a limited time horizon. A gradient descent optimization technique, based on Taylor series, is applied to determine the phases of the pulses in discrete time steps. A centralized control scheme is explored, applied from the controller of the smart grid to smart devices that fall within its administrative domain. It is found that respectable peak power reduction can be achieved by the centralized scheme with a drawback the redundant data transfer in the network. The main advantage by implementing the proposed algorithm is that direct on/off control of the smart grid upon the smart devices of the users can be avoided. As a consequence, user discomfort is reduced and higher penetration of smart grid services is expected.
Starting Page	1
Ending Page	4
Page Count	4
File Format	PDF
ISBN	9781450310550
DOI	10.1145/2208828.2208835
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2012-05-09
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Demand load control Smart sensors/actuators network Smart grid
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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