Systematic literature review of the techniques for household electrical appliance anomaly detections and knowledge extractions

Journal of Electrical Systems and Information Technology

Table 1 Categorization of implemented techniques

Categorization type	No of papers	Percentages (%)	Detection accuracy (Avg.) (%)
Machine learning	53	58	91.34
Statistical	21	23	93.68
Hybrids (combined	18	19	97.85
Total	92	100	100