Concepedia

A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system’s refrigerant charge fault amount

Kaizheng Sun, Guannan Li, Huanxin Chen, Jiangyan Liu, Jiong Li, Wenju Hu

Applied Thermal Engineering · 2016 · 94 citations · 14 references

Concepts

ComputingSystems EngineeringAir ConditioningHvac SystemsMachine LearningAir Conditioning SystemsDiagnosisDiagnosticsFault DetectionFault DiagnosisSupport Vector MachinesAir Conditioning System Fault DiagnosisMachine Learning-based Fault DiagnosisRefrigerant Charge Diagnostics

References

14

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

ARX model based fault detection and diagnosis for chillers using support vector machines

Ke Yan, Wen Shen, Timothy Mulumba et al. · Energy and Buildings · 2014 · 154 citations

Engineering, Electrical Engineering, Systems Engineering +16

Evaluation of the impacts of refrigerant charge on air conditioner and heat pump performance

Woohyun Kim, James E. Braun · International Journal of Refrigeration · 2012 · 130 citations

Engineering, Mechanical Engineering, Air Conditioning +15