Application of Internet of Things (IoT) to Demand-Side Management in Smart Grids

2021 ◽  
pp. 169-183
Author(s):  
Armin Hosseini Rezaei Asl ◽  
Mir Mahdi Safari ◽  
Morteza Nazari-heris ◽  
Behnam Mohammadi-Ivatloo
Keyword(s):  
Internet Of Things ◽  
Smart Grids ◽  
Demand Side Management ◽  
Demand Side

scholarly journals Distributed Demand Side Management with Stochastic Wind Power Forecasting

2020 ◽  
Author(s):  
Paolo Scarabaggio ◽  
Sergio Grammatico ◽  
Raffaele Carli ◽  
Mariagrazia Dotoli
Keyword(s):  
Wind Speed ◽  
Wind Power ◽  
Smart Grids ◽  
Demand Side Management ◽  
Expected Value ◽  
Noncooperative Game ◽  
Theory Approach ◽  
Demand Side ◽  
Wind Power Forecasting ◽  
Power Forecasting

In this paper, we propose a distributed demand side management (DSM) approach for smart grids taking into account uncertainty in wind power forecasting. The smart grid model comprehends traditional users as well as active users (prosumers). Through a rolling-horizon approach, prosumers participate in a DSM program, aiming at minimizing their cost in the presence of uncertain wind power generation by a game theory approach.<br>We assume that each user selfishly formulates its grid optimization problem as a noncooperative game.<br>The core challenge in this paper is defining an approach to cope with the uncertainty in wind power availability. <br>We tackle this issue from two different sides: by employing the expected value to define a deterministic counterpart for the problem and by adopting a stochastic approximated framework.<br>In the latter case, we employ the sample average approximation technique, whose results are based on a probability density function (PDF) for the wind speed forecasts. We improve the PDF by using historical wind speed data, and by employing a control index that takes into account the weather condition stability.<br><div>Numerical simulations on a real dataset show that the proposed stochastic strategy generates lower individual costs compared to the standard expected value approach.</div><div><br></div><div>Preprint of paper submitted to IEEE Transactions on Control Systems Technology<br></div>

A multi-objective demand side management considering ENS cost in smart grids

2017 ◽  
Author(s):  
Babak Yousefi Khanghah ◽  
Saeid Ghassemzadeh ◽  
Amjad Anvari-Moghaddam ◽  
Josep M. Guerrero ◽  
Juan C. Vasquez
Keyword(s):  
Smart Grids ◽  
Demand Side Management ◽  
Demand Side ◽  
Multi Objective

Intermittent control for demand-side management of a class of networked smart grids

2019 ◽  
Vol 13 (8) ◽  
pp. 1166-1172 ◽  
Author(s):  
Jinhuan Wang ◽  
Xiaoye Gao ◽  
Yong Xu
Keyword(s):  
Smart Grids ◽  
Demand Side Management ◽  
Intermittent Control ◽  
Demand Side

scholarly journals Smart grids, smart users? The role of the user in demand side management

2014 ◽  
Vol 2 ◽  
pp. 21-29 ◽  
Author(s):  
Murray Goulden ◽  
Ben Bedwell ◽  
Stefan Rennick-Egglestone ◽  
Tom Rodden ◽  
Alexa Spence
Keyword(s):  
Smart Grids ◽  
Demand Side Management ◽  
Demand Side

scholarly journals STUDY ON INTERNET OF THINGS ELECTRIC SYSTEM BASED ON DISTRIBUTED SMART TERMINALS IN DEMAND SIDE MANAGEMENT

2016 ◽  
Vol 2016 (2) ◽  
pp. 69-77
Author(s):  
G.L. Zheng ◽  
◽  
L. Zhang ◽  
J.W. Chi ◽  
◽  
...  
Keyword(s):  
Internet Of Things ◽  
Demand Side Management ◽  
Demand Side ◽  
Electric System
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