An algorithm for optimal management of aggregated HVAC power demand using smart thermostats

被引:64
作者
Adhikari, Rajendra [1 ]
Pipattanasomporn, M. [1 ]
Rahman, S. [1 ]
机构
[1] Virginia Tech, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
关键词
Direct load control; Demand response; HVAC control; loT-based thermostats; LOADS; PRICE; MODEL; GRIDS;
D O I
10.1016/j.apenergy.2018.02.085
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents an algorithm for optimal management of aggregated power demand of a group of heating, ventilating and air-conditioning (HVAC) units. The algorithm provides an advanced direct load control mechanism for HVACs that leverages the availability of smart thermostats, which are remotely programmable and controllable. The paper provides a theoretical basis and an optimal solution to the problem of cycling a large number of HVAC units while respecting customer-chosen temperature limits for the purpose of maximum load reduction. The problem is presented in a new light by transforming it into a job scheduling problem and is solved using a combination of a novel greedy algorithm and a binary search algorithm. By leveraging widespread availability of smart internet-based (also referred to as IoT-based) thermostats in today's environment, the proposed approach can be readily applied to residential buildings without additional electrical/IT infrastructure changes.
引用
收藏
页码:166 / 177
页数:12
相关论文
共 57 条
[1]   Demand response modeling considering Interruptible/Curtailable loads and capacity market programs [J].
Aalami, H. A. ;
Moghaddam, M. Parsa ;
Yousefi, G. R. .
APPLIED ENERGY, 2010, 87 (01) :243-250
[2]   A summary of demand response in electricity markets [J].
Albadi, M. H. ;
El-Saadany, E. F. .
ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (11) :1989-1996
[3]  
[Anonymous], 2010, Innovative Smart Grid Technologies ISGT
[4]  
[Anonymous], 2016, 2016 IEEE PES INN SM
[5]  
[Anonymous], DISTR LOAD REL PROGR
[6]  
[Anonymous], 120 GUIDE GREEDY ALG
[7]  
[Anonymous], ELECT J
[8]  
[Anonymous], QDR Q BEN DEM RESP E
[9]  
[Anonymous], 2010, 55 ASHRAE
[10]  
[Anonymous], 2006, ASHRAE T