Concepedia

A data-model-fusion prognostic framework for dynamic system state forecasting

Jie Liu, W. Wang, Fengying Ma, Yilong Yang, Chunsheng Yang

Engineering Applications of Artificial Intelligence · 2012 · 183 citations · 35 references

Open access

Concepts

ComputingData ScienceSystems EngineeringDynamical SystemsSystems ModelingTime Series AnalysisDynamic Systems AnalysisMulti-state ModelsState EstimationState-space ModelsTime Series ForecastingTime Series PredictionData-driven PrognosticsDynamic Prognostic ModelingPrognosticsPrognostics And Health ManagementState Prediction

References

35

ANFIS: adaptive-network-based fuzzy inference system

Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics · 1993 · 16.2K citations

Computing, Computer Science, Systems Engineering +17

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

Natural Sciences, Biostatistics, Data Analytics +16

Projection Pursuit Regression

Jerome H. Friedman, Werner Stuetzle · Journal of the American Statistical Association · 1981 · 2.1K citations · Full text

Business, Biostatistics, Optimization +7

Threshold Autoregression, Limit Cycles and Cyclical Data

H. Tong, K. S. Lim · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 1.3K citations

Natural Sciences, Earth Sciences, Dynamical Systems +16

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

Bhaskar Saha, Kai Goebel, Scott Poll et al. · IEEE Transactions on Instrumentation and Measurement · 2008 · 810 citations

Engineering, Systems Engineering, Electrochemical Engineering +16