A Real-time Agent Based Optimization and Control Approach for Residential Building Heating Ventilation and Air Conditioning Systems

被引：0

作者：

Hall, J. ^{[1
]}

Starke, M. ^{[1
]}

Munk, J. ^{[1
]}

Zandi, H. ^{[1
]}

Chinthavali, S. ^{[1
]}

Tansakul, V ^{[1
]}

Kuruganti, T. ^{[1
]}

Buckberry, H. ^{[1
]}

机构：

[1] Oak Ridge Natl Lab, POB 2009, Oak Ridge, TN 37831 USA

来源：

2021 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT) | 2021年

关键词：

control; HVAC; modeling; optimization; real-time;

D O I：

10.1109/ISGT49243.2021.9372238

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The prevalence of the IoT (Internet of Things) is fostering the development of new control options and decision making that was not previously available. This is creating a wealth of opportunities for real-time control approaches and systems that can optimize for a common goal. This paper presents a smart residential neighborhood with optimization at the residential level utilizing a system of agents. The optimization utilizes information and modeling to optimize variable speed HVAC real-time operation in actual residential buildings. Data is presented showing the performance of the optimization and conclusions are drawn on next steps for development.

引用

页数：5

共 13 条

[1] Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system
Afram, Abdul
Janabi-Sharifi, Farrokh
Fung, Alan S.
Raahemifar, Kaamran
[J]. ENERGY AND BUILDINGS, 2017, 141 : 96 - 113
[2] Ali M.Y., 2014, INTEGRATED ANAL DEPO, P1, DOI DOI 10.1109/ISGTEUROPE.2014.7028883
[3] [Anonymous], 2008, HOM AR NETW SYST REQ
[4] Batchu R, 2015, RESIDENTIAL DEMAND R, P18
[5] Cui B. R., 2017, P ECOS 2017 30 INT C
[6] Johnson B., 2014, TRANSMISSION DISTRIB
[7] Katipamula S., ASHRAE T, V2
[8] Li N., 2011, P IEEE POW EN SOC GE, P1, DOI DOI 10.1109/PES.2011.6039082
[9] An Evaluation of the HVAC Load Potential for Providing Load Balancing Service
Lu, Ning
[J]. IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (03) : 1263 - 1270
[10] DISTRIBUTED INTELLIGENCE IN LOAD CONTROL - RESULTS OF AN EXPERIMENT USING DEMAND LIMITING DEVICES FOR RESIDENTIAL LOAD CONTROL
MCINTYRE, JM
CIECIOR, L
KASPAR, A
CASTROP, D
[J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1985, 104 (05): : 1140 - 1146

← 1 2 →