Monitoring the data quality of data streams using a two-step control scheme.

Miaomiao Yu Chunjie Wu Fugee Tsung

Published in: IISE Trans. (2019)

Keyphrases

data quality
control scheme
data streams
closed loop
data preparation
dynamic model
predictive control
control system
control strategy

quality management
data cleansing
robot manipulators
control law
real time
fuzzy controller
data warehouse
data cleaning

quality assessment
pid controller
data transformation
control loop
concept drift
controller design
robotic manipulator
data sets

induction motor
sensor networks
databases
neural network controller
heat exchanger
control strategies
fuzzy model
pi control