Python package implementing 5 online steady state detection methods:
- Slope Detection Methods (SDM) [1]
- F-Test [2]
- T-Test [2]
- R-Test [3]
- Multiple Change-points with exact Bayesian Inference (EB) [4]
[1] Robert Bethea, Applied Engineering Statistics, Linear Regression, vol. 121. Marcel Dekker, 1991.
[2] Martin Boesler, “Steady state detection for computational fluid dynamics,” 2017.
[3] S. Cao, Statistically based techniques for process control applications. phdthesis, Texas Tech University, Dec. 1996.
[4] Jianguo Wu, Yong Chen, “Online detection of steady-state operation using a multiple-change-point model and exact bayesian inference,” IIE Transactions, vol. 48, no. 7, pp. 599–613, 2016.