Concepedia

Fault detection, diagnosis and calibration of heating, ventilation and air conditioning sensors by combining principal component analysis and improved bayesian inference

Guannan Li, Chenglong Xiong, Jiajia Gao, Hongbing Zhu, Chongchong Wang, Junan Xiao

Journal of Building Engineering · 2023 · 27 citations · 29 references

References

29

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

Natural Sciences, Mathematics, Probability Theory +16

Statistical process control of multivariate processes

John F. MacGregor, Theodora Kourti · Control Engineering Practice · 1995 · 1.2K citations

Engineering, Chemical Engineering, Industrial Engineering +14

Central Limit Theorems for Empirical Measures

R. M. Dudley · The Annals of Probability · 1978 · 584 citations · Full text

Natural Sciences, Mathematics, Nuisance +11

Joint diagnosis of process and sensor faults using principal component analysis

Ricardo Dunia, S. Joe Qin · Control Engineering Practice · 1998 · 249 citations

Engineering, Industrial Engineering, Systems Engineering +15

AHU sensor fault diagnosis using principal component analysis method

Shengwei Wang, Fu Xiao · Energy and Buildings · 2003 · 225 citations

Engineering, Electrical Engineering, Industrial Engineering +13