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Updated: Sep 3, 2026

Experimental Methods for Investigation of Shape Memory Based Elastocaloric Cooling Processes and Model Validation
Published on: May 2, 2016
Theoretical and experimental study on the cooling time of a single device after sterilization based on a
Zhili Liu1, Haiyi Yang2, Xiaoxuan Chen3
1Department of Nursing, Shantou University Mental Health Center, Shantou University Medical College-Faculty of Medicine of University of Manitoba Joint Laboratory of Biological Psychiatry, Third Clinical Institute of Shantou University Medical College, Shantou, Guangdong, China.
Objectives:
To establish a zero-dimensional heat-transfer model for an isolated single-sealed 316 stainless-steel cylindrical device after pressure-steam sterilization and to evaluate whether the 30-min cooling time required by national standards provides an adequate safety margin under controlled conditions.
Methods:
Ambient conditions of the sterile-material storage area were used as boundary conditions. Biot number analysis was used to confirm applicability of the lumped-capacitance model, and the governing equation was derived from Newton's law of cooling. Six 316 stainless-steel rods (diameter 4.5 mm, length 200 mm) were heated and cooled at 24 °C and 50 % relative humidity. Temperature was recorded every 5 s for 1,800 s, and each sample was tested three times. Cooling data were fitted with an exponential function in OriginPro.
Results:
The unadjusted theoretical model with h=5 W/(mˆ2 K) predicted 36.6 °C at 30 min, whereas the experimental fit approached ambient temperature and reached 24.6 °C. The fitted parameters were A=74.74 (95 % CI, 74.45-75.03), B=0.00402 sˆ-1 (95 % CI, 0.00399-0.00405), and C=24.56 °C (95 % CI, 24.53-24.59), with Rˆ2=0.9987 and a root mean squared residual of about 0.52 °C. The unadjusted theoretical curve is therefore a conservative reference rather than a point-accurate predictor.
Conclusions:
For the tested simplified single device, cooling followed an exponential pattern, reached body-temperature level within about 7-8 min, and approached room temperature within about 16-20 min. The 30-min rule provides an adequate margin for this bounded scenario, but the findings should not be generalized to complex instruments, packages, multiple loads, or variable airflow conditions without further validation.
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