High-accuracy virtual testing of air conditioner's digital twin focusing on key material's deformation and fracture behavior prediction

被引:4
作者
Fu, Shaohua [1 ,2 ,3 ]
Wan, Zhenping [2 ]
Lu, Weifeng [1 ,3 ]
Liu, Huaican [1 ,3 ]
Zhang, Peng'e [1 ,3 ]
Yu, Bo [1 ,3 ]
Tan, Jianming [1 ,3 ]
Pan, Feng [4 ]
Liu, Zhigang [4 ]
机构
[1] Gree Elect Appliances Inc, Zhuhai, Peoples R China
[2] South China Univ Technol, Guangzhou, Peoples R China
[3] State Key Lab Air Conditioning Equipment & Syst E, Zhuhai, Peoples R China
[4] Shanghai ShareFEA Engn Technol Co Ltd, Shanghai, Peoples R China
关键词
CRAZE DAMAGE; STRAIN-RATE; DESIGN; MODEL; POLYCARBONATE; MECHANISMS; GROWTH; CRACK; HIPS;
D O I
10.1038/s41598-022-16511-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The concept of digital twin has been introduced for some time, yet one fundamental element of digital twin, digital material, has not been thoroughly studied. To interact with the physical product, the digital twin should always truthfully reflect the responses under various stimuli. In this paper, the deformation and fracture behavior of high impact polystyrene (HIPS) under the influencing factors of strain rate and stress triaxiality are studied to construct the material's digital model. A digital twin of air conditioner product is further built and tested under virtual drop test. Comparing to experimental results, the acceleration curve, crazing induced whitening and the fracture events can all be captured by the digital twin. Our work demonstrates the importance of material characterization as an essential step to construct an accurate digital twin and shows a promising future of digital twin in virtual testing to replace traditional "trial and error" experiments.
引用
收藏
页数:16
相关论文
共 58 条
[1]  
[Anonymous], 2014, MF GENYLD CRACHFEM 4
[2]  
[Anonymous], 2020, LS-DYNA Keyword User's Manual, V2
[3]   MECHANISMS OF TOUGHENING BRITTLE POLYMERS [J].
ARGON, AS ;
COHEN, RE ;
MOWER, TM .
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 1994, 176 (1-2) :79-90
[4]   EFFECTS OF STRAIN-RATE, TEMPERATURE AND THERMOMECHANICAL COUPLING ON THE FINITE STRAIN DEFORMATION OF GLASSY-POLYMERS [J].
ARRUDA, EM ;
BOYCE, MC ;
JAYACHANDRAN, R .
MECHANICS OF MATERIALS, 1995, 19 (2-3) :193-212
[5]   TENSILE YIELD-STRESS BEHAVIOR OF POLY(VINYL CHLORIDE) AND POLYCARBONATE IN GLASS TRANSITION REGION [J].
BAUWENS, JC ;
BAUWENSC.C ;
HOMES, G .
JOURNAL OF POLYMER SCIENCE PART A-2-POLYMER PHYSICS, 1969, 7 (10PA) :1745-&
[6]  
Bayer V., 2018, ADV SCI TECHNOL ENG, V3, P342, DOI [10.25046/aj030141, DOI 10.25046/AJ030141]
[7]   Quantitative approaches to particle cavitation, shear yielding, and crazing in rubber-toughened polymers [J].
Bucknall, C. B. .
JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS, 2007, 45 (12) :1399-1409
[8]  
Bucknall C.B., 1965, POLYMER, V6, P437, DOI [10.1016/0032-3861(65)90028-5, DOI 10.1016/0032-3861(65)90028-5]
[9]   RUBBER TOUGHENING OF PLASTICS .10. EFFECTS OF RUBBER PARTICLE-VOLUME FRACTION ON THE KINETICS OF YIELDING IN HIPS [J].
BUCKNALL, CB ;
DAVIES, P ;
PARTRIDGE, IK .
JOURNAL OF MATERIALS SCIENCE, 1986, 21 (01) :307-313
[10]  
Bucknall CB., 1977, TOUGHENED PLASTICS, DOI [DOI 10.1002/POL.1978.130160714, 10.1007/978-94-017-5349-4]