Data-driven model predictive control for power demand management and fast demand response of commercial buildings using support vector regression

Predictive Control ◽

Demand Response ◽

Demand Management ◽

Commercial Buildings ◽

Data Driven ◽

Support Vector ◽

Power Demand

Model predictive control of commercial buildings in demand response programs in the presence of thermal storage

Journal of Cleaner Production ◽

10.1016/j.jclepro.2019.01.266 ◽

2019 ◽

Vol 218 ◽

pp. 315-327 ◽

Cited By ~ 13

Author(s):

Yan Cao ◽

Jiang Du ◽

Ehsan Soleymanzadeh

Keyword(s):

Predictive Control ◽

Demand Response ◽

Thermal Storage ◽

Commercial Buildings ◽

Demand Response Programs

Day-ahead Forecasting of Non-stationary Electric Power Demand in Commercial Buildings: Hybrid Support Vector Regression Based

Energy Procedia ◽

10.1016/j.egypro.2017.03.590 ◽

2017 ◽

Vol 105 ◽

pp. 2101-2106 ◽

Cited By ~ 5

Author(s):

Yibo Chen ◽

Hongwei Tan ◽

Xiaodong Song

Keyword(s):

Electric Power ◽

Commercial Buildings ◽

Support Vector ◽

Power Demand

Support Vector Regression based Nonlinear Model Predictive Control on FPGA

10.26678/abcm.cobem2017.cob17-1772 ◽

2017 ◽

Author(s):

Carlos Eduardo Silva Santos ◽

CARLOS H Llanos ◽

Ricardo Jacobi ◽

Leandro Coelho ◽

Helon Vicente Hultmann Ayala ◽

...

Keyword(s):

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector

A Support Vector Regression Based Model Predictive Control for Volt-Var Optimization of Distribution Systems

IEEE Access ◽

10.1109/access.2019.2928173 ◽

2019 ◽

Vol 7 ◽

pp. 93352-93363 ◽

Cited By ~ 2

Author(s):

Ebrahim Pourjafari ◽

Marek Reformat

Keyword(s):

Predictive Control ◽

Distribution Systems ◽

Support Vector

Model Predictive Control of an SP-100 Space Reactor Using Support Vector Regression and Genetic Optimization

IEEE Transactions on Nuclear Science ◽

10.1109/tns.2006.876517 ◽

2006 ◽

Vol 53 (4) ◽

pp. 2318-2327 ◽

Cited By ~ 14

Author(s):

M.G. Na ◽

B.R. Upadhyaya

Keyword(s):

Predictive Control ◽

Support Vector ◽

Genetic Optimization ◽

Space Reactor

Hierarchical Model Predictive Control Approach for Optimal Demand Response for Small/Medium-sized Commercial Buildings

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431566 ◽

2018 ◽

Author(s):

Donghun Kim ◽

James E. Braun

Keyword(s):

Predictive Control ◽

Hierarchical Model ◽

Demand Response ◽

Commercial Buildings ◽

Control Approach

Adaptive Nonlinear Model Predictive Control Using an On-line Support Vector Regression Updating Strategy

Chinese Journal of Chemical Engineering ◽

10.1016/j.cjche.2014.05.004 ◽

2014 ◽

Vol 22 (7) ◽

pp. 774-781 ◽

Cited By ~ 7

Author(s):

Ping Wang ◽

Chaohe Yang ◽

Xuemin Tian ◽

Dexian Huang

Keyword(s):

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

On Line

Nonlinear model predictive control based on support vector regression

Proceedings. International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2002.1167494 ◽

2003 ◽

Cited By ~ 9

Author(s):

Qi Miao ◽

Shi-Fu Wang

Keyword(s):

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector

2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

Support Vector Regression Model Predictive Control Based on LM Algorithm and BA

10.1109/iaeac47372.2019.8997855 ◽

2019 ◽

Author(s):

Haoran Xu ◽

Jizheng Chu ◽

Kebing Lu

Keyword(s):

Regression Model ◽

Predictive Control ◽

Support Vector ◽

Support Vector Regression Model ◽

Lm Algorithm

Support vector regression model predictive control on a HVAC plant

Control Engineering Practice ◽

10.1016/j.conengprac.2006.10.010 ◽

2007 ◽

Vol 15 (8) ◽

pp. 897-908 ◽

Cited By ~ 81

Author(s):

Xue-Cheng Xi ◽

Aun-Neow Poo ◽

Siaw-Kiang Chou

Keyword(s):

Regression Model ◽

Predictive Control ◽

Support Vector ◽

Support Vector Regression Model