DMF-MPC: A Dual-Stage and Multi-Step Forecasting Model Based Cooling System Control Method for Data Center Energy Cost Minimization.
Xinrui HeWeiduo ChenXiaoshe DongQiang WangJialin LiuFan DongYuanqi SuPublished in: HPCC/DSS/SmartCity/DependSys (2021)
Keyphrases
- control method
- multi step
- cost minimization
- data center
- electrical energy
- grey prediction
- energy consumption
- energy efficiency
- control algorithm
- adaptive control
- cloud computing
- control system
- control strategy
- carbon dioxide
- distribution systems
- short term
- pid controller
- closed loop
- wireless sensor networks
- power consumption
- cost effective
- k nearest neighbor
- manufacturing systems
- feedback control
- networked control systems
- dc dc converter
- dynamic model
- grey relational analysis
- grey model
- fuzzy pid control
- database
- forecasting model
- support vector regression
- optimal control
- low cost
- knn
- feature selection
- data sets