• 제목/요약/키워드: Fe-Si-Al-P alloy powders

검색결과 5건 처리시간 0.019초

Optimization of VIGA Process Parameters for Power Characteristics of Fe-Si-Al-P Soft Magnetic Alloy using Machine Learning

  • Sung-Min, Kim;Eun-Ji, Cha;Do-Hun, Kwon;Sung-Uk, Hong;Yeon-Joo, Lee;Seok-Jae, Lee;Kee-Ahn, Lee;Hwi-Jun, Kim
    • 한국분말재료학회지
    • /
    • 제29권6호
    • /
    • pp.459-467
    • /
    • 2022
  • Soft magnetic powder materials are used throughout industries such as motors and power converters. When manufacturing Fe-based soft magnetic composites, the size and shape of the soft magnetic powder and the microstructure in the powder are closely related to the magnetic properties. In this study, Fe-Si-Al-P alloy powders were manufactured using various manufacturing process parameter sets, and the process parameters of the vacuum induction melt gas atomization process were set as melt temperature, atomization gas pressure, and gas flow rate. Process variable data that records are converted into 6 types of data for each powder recovery section. Process variable data that recorded minute changes were converted into 6 types of data and used as input variables. As output variables, a total of 6 types were designated by measuring the particle size, flowability, apparent density, and sphericity of the manufactured powders according to the process variable conditions. The sensitivity of the input and output variables was analyzed through the Pearson correlation coefficient, and a total of 6 powder characteristics were analyzed by artificial neural network model. The prediction results were compared with the results through linear regression analysis and response surface methodology, respectively.

Effect of Ca and Al Additions on the Magnetic Properties of Nanocrytalline Fe-Si-B-Nb-Cu Alloy Powder Cores

  • Moon, Sun Gyu;Kim, Ji Seung;Sohn, Keun Yong;Park, Won-Wook
    • Journal of Magnetics
    • /
    • 제21권2호
    • /
    • pp.192-196
    • /
    • 2016
  • The Fe-Si-B-Nb-Cu alloys containing Ca and Al were rapidly solidified to thin ribbons by melt-spinning. The ribbons were ball-milled to make powders, and then mixed with 1 wt.% water glass and 1.5 wt.% lubricant. The mixed powders were burn-off, and then compacted to form toroidal-shaped cores, which were heat treated to crystallize the nano-grain structure and to remove residual stress of material. The characteristics of the powder cores were analyzed using a differential scanning calorimetry (DSC) and a B-H meter. The microstructures were observed using transmission electron microscope (TEM). The optimized soft magnetic properties (${\mu}_i$ and $P_{cv}$) of the powder cores were obtained from the Ca and Al containing alloys after annealing at $530^{\circ}C$ for 1 h. The core loss of Fe-Si-B-Nb-Cu-based powder cores was reduced by the addition of Ca element, and the initial permeability increased due to the addition of Al element.

Iron Aluminide-$SiC_p$ 혼합 예비성형체를 사용한 Al합금기 복합재료의 내마모 특성 (Wear Resistance of Al Alloy Matrix Composites Using Porous Iron Aluminide-$SiC_p$ Preforms)

  • 차재상;오선훈;최답천
    • 한국주조공학회지
    • /
    • 제23권1호
    • /
    • pp.30-39
    • /
    • 2003
  • Porous hybrid preforms were fabricated by reactive sintering using the compacts consisting of SiC particles, Fe and Al powders. Squeeze casting processing was employed to produce the composite in which the matrix phase is Al-Si7Mg. The microstructural change and wear resistance of the composites were investigated in terms of an amount of SiC particles. The wear loss was increased with increasing the contact pressure in the alloy containing SiC particles coated with Cu. The most drastic change was found to the specimen tested at 2.5 MPa of contact pressure. Concerning the alloys containing SiC particles coated with Ni-P, a drastic increase in the wear loss exhibited at 2 MPa of contact pressure in those alloys containing 4 and 8 wt. % of SiC particles coated with Ni-P. In the alloy containing 16 wt. % a proportional increase in wear loss was observed to the change of contact pressure. With respecting to the sliding velocity, the wear loss of the alloy containing SiC particles coated with Cu increased at the initial stage of wear process and then decreased. Similar result was found in the alloys containing SiC particles coated with Ni-P. On the basis of the present results obtained, it was found that wear resistance of the alloys tested was improved to show in the order of the alloy reinforced by coated SiC particles > by uncoated SiC particles > by intermetallic compound without SiC particles.

폐산의 정제 기술 및 분무 배소법에 의한 복합 산화물과 Mn-Ferrite 분말의 제조 (Purification of Waste Acid and Manufacture of Complex Oxide and Mn-Ferrite Powder by Co-Roasting Process)

  • 유재근;김정석;민병구;성낙일
    • 자원리싸이클링
    • /
    • 제7권4호
    • /
    • pp.64-75
    • /
    • 1998
  • 본 연구의 목적은 분무배소법에 의해 조성과 입도분포가 매우 균일하고 고순도인 Fe 산화물과 Mn 산화물의 복합산화물 또는 Mn 페라이트 분말을 제조하는데 있다. 본 연구에서는 우선 염산 용액에$SiO_2$, P, Al, Ca, Na 등의 불순물들을 다량 함유하고 있는 Fe와 Mn 성분을 정해진 조성으로 용해시킴으로써 분무배소의 원료용액을 제조하였다. Na와 Ca를 제외한 대부분의 불순물들은 원료 산 용액의 pH를 약 3이상으로 유지시킴으로써 공침현상에 의해 효과적으로 제거되었으며 Na와 Ca 성분은 분말제조 후 수세에 의해 제거가 가능하였다. 반면 PVA, resin amine 등의 고분자 응집제들은 불순물 제거에 거의 효과가 없는 것으로 확인되었다. 본 연구에서는 불순물들이 효과적으로 제거된 정제된 산 용액을 노즐을 이용하여 고온의 배소로 내로 분무시킴으로써 Fe 산화물과 Mn 산화물의 복합 산화물 또는 Mn 페라이트 분말을 제조하였다. 이때 생성된 분말들은 매우 균일하게 혼합되어 있었으며, 배소로 내에서의 반응온도가 증가할수록 생성된 분말의 입도는 증가하였다.

  • PDF

반응소결법으로 제조한 Iron Aluminide-Cu 및 Ni-P 피복 $SiC_p$ 예비성형체의 특성평가 (Characteristic Evaluation of Iron Aluminide-Cu and Ni-P Coated $SiC_p$ Preform Fabricated by Reactive Sintering Process)

  • 차재상;김성준;최답천
    • 한국주조공학회지
    • /
    • 제22권1호
    • /
    • pp.42-48
    • /
    • 2002
  • Effects of coating treatment of metallic Cu, Ni-P film on $SiC_p$, for $SiC_p$/iron aluminide composites were studied. Porous hybrid preforms were fabricated by reactive sintering after mixing the coated $SiC_p$, Fe and Al powders. Then the final composites were manufactured by squeeze casting after pouring AC4C Al alloy melts in preforms. The change of reactive temperature, density, microstructure of the preforms and microstructure of the composites were investigated. The exprimental results were summarized as follows. The thickness of Cu and Ni-P metallic layer formed on $SiC_p$ by electroless plating method were about $0.5{\mu}m$ and coated uniformly. There was no remakable change in the ignition temperature with variation of the mixing ratio of Fe and Al powder while in the case of coated $SiC_p$ it was lower about $20^{\circ}C$ than in the non-coated $SiC_p$. The maximum reaction temperature increased with increasing Al contents, but decreased with increasing $SiC_p$ contents. Expansion ratio of preform after reactive sintering increased with amount of Cu coated $SiC_p$. In the case of Fe-70at.%Al, the expansion ratio was about 7% up to 8wt.% of $SiC_p$, addition but further addition of $SiC_p$, increased the ratio significantly. And in the case of Fe-50 and 60at.%Al, it was about 20% up to 16wt.% of $SiC_p$ addition and about 28% in 24wt.% of $SiC_p$, addition. The microstructures of compounds showed that the grains became finer as amount of $SiC_p$, and mixing ratio of iron powder increased and the shape of compounds was changed gradually from irregular to spheroidal.