Novel coronavirus disease is spread worldwide with considerable morbidity and mortality presents an enormous burden on public health. Due to the non-stationarity complicated nature of novel waves, it challenging model such a phenomenon. Few mathematical models can be used because data are generally not normally distributed. This paper describes bio-system reliability approach, particularly suit...