TY - JOUR
T1 - Study on Material Removal and Surface Characteristics of Thin-Walled Array Structure Regenerators Made of Rare-Earth Gadolinium
T2 - Magnetic Field-Assisted Wire Electrical Discharge Machining
AU - Sun, Lunye
AU - Zhang, Rui
AU - Li, Zhenxing
AU - Hou, Yonggang
AU - Shi, Shanliang
N1 - Publisher Copyright:
© ASM International 2026.
PY - 2026
Y1 - 2026
N2 - Rare-earth gadolinium (Gd) is a preferred material for manufacturing room temperature magnetic refrigeration regenerators owing to its unique magnetocaloric properties. To enhance cooling performance, regenerators are often processed into complex thin-walled array structures. Achieving high precision, efficiency, and quality in the manufacturing of such components remains a significant challenge. Magnetic field-assisted wire electrical discharge machining (MF-WEDM) offers distinct advantages for fabricating high-precision components. This study develops a charged particle motion model and a material removal model to investigate the micro-discharge and material removal mechanisms in MF-WEDM. Additionally, a single discharge experiment indicates that the geometric dimensions of discharge craters vary with the magnetic field strength (BM). Single-factor experiments varying the BM parameter reveal that the material removal rate increases by 11.39%. At an optimal BM of 0.3 T, the recast layer (RL) thickness was reduced to 5.46 μm, microhardness decreased to 203.90 HV, and surface roughness (SR) was reduced by 18% compared to the non-magnetic field condition. Furthermore, based on the results of a Taguchi experiment, a regression model for discharge process parameters was established. Through analysis of variance, the significant effects of various parameters on SR and RL thickness were revealed.
AB - Rare-earth gadolinium (Gd) is a preferred material for manufacturing room temperature magnetic refrigeration regenerators owing to its unique magnetocaloric properties. To enhance cooling performance, regenerators are often processed into complex thin-walled array structures. Achieving high precision, efficiency, and quality in the manufacturing of such components remains a significant challenge. Magnetic field-assisted wire electrical discharge machining (MF-WEDM) offers distinct advantages for fabricating high-precision components. This study develops a charged particle motion model and a material removal model to investigate the micro-discharge and material removal mechanisms in MF-WEDM. Additionally, a single discharge experiment indicates that the geometric dimensions of discharge craters vary with the magnetic field strength (BM). Single-factor experiments varying the BM parameter reveal that the material removal rate increases by 11.39%. At an optimal BM of 0.3 T, the recast layer (RL) thickness was reduced to 5.46 μm, microhardness decreased to 203.90 HV, and surface roughness (SR) was reduced by 18% compared to the non-magnetic field condition. Furthermore, based on the results of a Taguchi experiment, a regression model for discharge process parameters was established. Through analysis of variance, the significant effects of various parameters on SR and RL thickness were revealed.
KW - Magnetic field
KW - WEDM
KW - material removal rate
KW - rare-earth Gd
KW - surface quality
UR - https://www.scopus.com/pages/publications/105033376480
U2 - 10.1007/s11665-026-13589-5
DO - 10.1007/s11665-026-13589-5
M3 - Article
AN - SCOPUS:105033376480
SN - 1059-9495
JO - Journal of Materials Engineering and Performance
JF - Journal of Materials Engineering and Performance
ER -