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![Page 1: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/1.jpg)
Sheet Metal Forming 2.810
D. Cooper
w “Sheet Metal Forming” Ch. 16 Kalpakjian w “Design for Sheetmetal Working”, Ch. 9 Boothroyd, Dewhurst and Knight
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Examples-sheet metal formed
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Female die
Male die (punch/post)
Metal sheet
Blank holder (ring) on cushion
Compressible cushion
Sheet metal stamping/drawing – car industry
• 90million cars and commercial vehicles produced worldwide in 2014
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Stamping Auto body panels
• 3 to 5 dies each • Prototype dies ~ $50,000 • Production dies ~ $0.75-1
• Forming dies • Trimming station • Flanging station
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By the end of today you should be able to…
…describe different forming processes, when they might be used, and compare their production rates, costs and environmental impacts
…calculate forming forces, predict part defects (tearing, wrinkling, dimensional inaccuracy), and propose solutions
…explain current developments: opportunities and challenges
Objectives
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LMP Shop Brake press Finger brake
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Material drawn into shape • Conventional drawing/stamping – expensive tooling, no net thinning, quick
• Hydro-forming – cheap tooling, no net thinning, slow, high formability
Material stretched into shape • Stretch forming – very cheap tooling, net thinning, slow, low formability
• Super-plastic forming – cheap tooling, net thinning, expensive sheet metal, slow, very high formability
Technology – a brief review Forming Speed
20-1000pts/hr
7-13cycles/hr
3-8pts/hr
0.3-4pts/hr
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Drawing – expensive tooling, no net thinning, quick
Shallow-drawing (stamping) Deep-drawing
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Deep-drawing
Blank holder helps prevent wrinkling and reduces springback Blank holder not necessary if blank diameter / blank thickness is less than 25-40. Smaller values for deeper forming.
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http://www.thomasnet.com/articles/custom-manufacturing-fabricating/wrinkling-during-deep-drawing
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Tearing
Window for forming
Wrinkling
Blankholder force
Dep
th o
f dra
w
Blank holder force: forming window
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Hosford and Duncan (can making): http://www.chymist.com/Aluminum%20can.pdf
Deep Drawing of drinks cans
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Hydro-forming – cheap tooling, no net thinning, slow(ish), high formability
Low volume batches
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Hydro-forming – cheap tooling, no net thinning, slow(ish), high formability
Low volume batches
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Hydro-forming – cheap tooling, no net thinning, slow, high formability
Small flexforming tool made by additive manufacturing
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Stretch forming – very cheap tooling, net thinning, slow, low formability, sheet metal up to 15mx9m
Loading Pre-stretching
Wrapping Release * source: http://www.cyrilbath.com/sheet_process.html
Low volume batches
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Higher aspect ratio, deeper parts
Stretch forming: Example parts
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Super-plastic forming – cheap tooling, net thinning, slow, expensive sheet metal, very high formability
Low volume batches, 0.5-0.75 melting temp
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Forming forces and part geometry
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Tensile test – the Stress-strain diagram
σy=Y
UTS
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Nominal strain
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True stress & strain
€
εtr = ln(1+εen )
σ tr = σ en (1+εen )
True stress can be expressed using a power law (Hollomon
equation):
€
σ tr = Kε tr
n
σy=Y
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Power-Law Expression (Hollomon equation)
€
σ tr = Kε tr
n
€
log(σ tr ) = n log(ε tr ) + log KCan be re-written:
-3 -2 -1 0
€
log(σ tr )
€
log(ε tr )
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Power-Law Expression (Hollomon equation)
€
σ tr = Kε tr
n
€
log(σ tr ) = n log(ε tr ) + log KCan be re-written:
-3 -2 -1 0
n k
€
log(σ tr )
€
log(ε tr )
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Tensile instability - necking
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Useful assumptions
Only interested in plastic effects: Perfectly plastic material
At Y, material defoms (‘flows’) in compression and fails in tension
Interested in elastic and plastic effects: Elastic-perfectly plastic material
Y or UTS
ε
σ
ε
σ
E
Y or UTS
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3D Problems
In 1-D, assuming perfectly plastic, yielding at:
€
σ = Y
€
σ = Kε n
In 3-D, assuming perfectly plastic, yielding at:
€
σ eff = Kεeffn
€
σ eff = Y
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3D Yield Criteria
Tresca: Yielding occurs at a maximum shear stress
Von Mises: Yielding at maximum distortion strain energy
Effective stress (in principal directions): Effective stress (in principal directions):
Yield criterion: Effective strain:
Yield criterion: Effective strain:
€
σ eff = Y
τmax = k =Y
2
€
σ eff = σ i −σ j[ ]max,i≠ j
€
σ eff = Y
Y = 3k€
σ eff =12×
σ 2 −σ 3( )2 + σ 3 −σ1( )2
+ σ1 −σ 2( )2
%
& ' '
(
) * *
€
εeff = ε i( )max
€
εeff =23
# $ % & ' ( × ε1
2 +ε22 +ε3
2( )
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Die
Sheet Punch T
D
Part or slug
Shearing
F = 0.7 T L (UTS)
T = Sheet Thickness L = Total length Sheared UTS = Ultimate Tensile Strength of material
Shear press - LMP Shop
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Side Note: For a general state of stress use “effective stress”
Yielding occurs when σeffective = Y
Material taken from Metal Forming, by Hosford and Caddell
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Origin of effective strain
σ = Kε n
Material taken from Metal Forming, by Hosford and Caddell
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3D Yield Effective stress
Tresca predicts ‘flow’ for lower stresses than
von Mises
€
σ3 = 0€
σ2
€
σ1
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Forming Limit Diagrams
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Tensile test ε1=-2ε2
ε1=n=necking
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Pure Shear ε1=-ε2
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Stretch forming: Forming force
F = (YS + UTS)/2 * A F = stretch forming force (lbs) YS = material yield strength (psi) UTS = ultimate tensile strength of the material (psi) A = Cross-sectional area of the workpiece (in2)
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Forces needed to bend sheet metal
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Bending
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Stress distribution through the thickness of the part
s s yY
Y
-Y
Y
Elastic Elastic-plastic
Fully Plastic Moment, M = Y (b h/2) h/2 = Ybh2/4
s h
-Y Fully plastic
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Balance external and internal moments
σ h
-Y Fully plastic
F
F/2 F/2
Ybh2/4 = FL/4 = Mmax
F = bh2Y/L
L
σ
ε
E
εy
σY
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Bending Force Requirement
Punch Workpiece T
Die
W
Force
T = Sheet Thickness W = Width of Die Opening L = Total length of bend
(into the page)
UTS = Ultimate Tensile Strength of material
)(2
UTSW
LTF =
Note: the notation used in the text (L, W) differs from that used in the previous development (b, L).
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LMP Shop Brake press Finger brake
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What shape have we created?
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Strength (σy) versus Stiffness (E)
Steel versus aluminum…
Mild steel (33,000psi) & Al. 5052H32 (33,000psi)
Mild steel (30E6psi)
Al. 5052H32 (10.6E6psi)
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Steel versus aluminum…
Mild steel (33,000psi) & Al. 5052H32 (33,000psi)
Mild steel (30E6psi) Low spring back
Al. 5052H32 (10.6E6psi) High spring back
Strength (σy) versus Stiffness (E)
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Steel versus aluminum…
Mild steel (33,000psi) & Al. 5052H32 (33,000psi)
Al. 2024T3 (50,000psi)
Strength (σy) versus Stiffness (E)
Mild steel (30E6psi) Low spring back
Al. 2024T3 & 5052H32 (10.6E6psi) High spring back
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Steel versus aluminum…
Mild steel (33,000psi) & Al. 5052H32 (33,000psi) Low spring back
Al. 2024T3 (50,000psi) High spring back
Strength (σy) versus Stiffness (E)
Mild steel (30E6psi) Low spring back
Al. 2024T3 & 5052H32 (10.6E6psi) High spring back
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€
σ
€ €
ε
Al EC
Mild steel
Ti
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€
σ
€ €
ε
Al EC
Mild steel
Ti
€
ˆ ε
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€
σ
€ €
ε
Al EC
Mild steel
Ti
€
ˆ ε
![Page 53: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/53.jpg)
€
σ
€ €
ε
Al EC
Mild steel
Ti
€
ˆ ε
![Page 54: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/54.jpg)
Springback note R in the figure below is mislabeled, should go to the centerline of the sheet
![Page 55: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/55.jpg)
Elastic Springback Analysis
L
x
y
h
b
1. Assume plane sections remain plane: ey = - y/r (1)
2. Assume elastic-plastic behavior for material
M
r = 1/K M
y
s
e
E
ey
sY σ = E e e <e ψ
σ = σY e >e
![Page 56: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/56.jpg)
Bending Moment – Curvature
M
1/r
EI
1/rY
MY
Loading
EI Unloading
1/R0 1/R1
![Page 57: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/57.jpg)
M
1/ρ
EI
1/ρY
MY
Loading
EI Unloading
1/R0 1/R1
3. We want to construct the following Bending Moment “M” vs. curvature “1/ρ” curve
Springback is measured as 1/R0 – 1/R1 (2) Permanent set is 1/R1
!"
#$%
&−=
1
11
)1( R
MM
Y
Y
ρρ
![Page 58: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/58.jpg)
4. Stress distribution through the thickness of the beam
σ σ yY
Y
-Y
σ h
-Y
Y
Elastic Elastic-plastic Fully plastic
![Page 59: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/59.jpg)
5. M = ∫A σ y dA
Elastic region
At the onset of plastic behavior
σ = - y/ρ E = - h/2ρ E = -Y (4) σ
Y
This occurs at
1/ρ = 2Y / hE = 1/ρY (5)
dσ
y dA b
h dy
Substitution into eqn (3) gives us the moment at on-set of yield, MY
MY = - EI/ρY = EI 2Y / hE = 2IY/h (6)
After this point, the M vs 1/r curve starts to “bend over.” Note from M=0 to M=MY the curve is linear.
ρρσ
EIdA
yEydAM −=−== ∫ ∫
2
(3)
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In the elastic – plastic region σ yY
Y
Ybyyh
Yb
yb
y
YyYb
Ybydyy
yYbydyybdyM
YY
y
Y
h
y
h
y
y
Y
Y
Y
Y
Y
222
0
32/2
2/
0
3
2)
4(
32
22
22
+−=
+=
+== ∫ ∫ ∫σ
!!"
#
$$%
&'(
)*+
,−=22
2/3
11
4 h
yY
bhM Y
Note at yY=h/2, you get on-set at yield, M = MY And at yY=0, you get fully plastic moment, M = 3/2 MY
(7)
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To write this in terms of M vs 1/ρ rather than M vs yY, note that the yield curvature (1/ρ)Y can be written as (see eqn (1))
2/
1
hY
Y
ερ
= (8)
Where εY is the strain at yield. Also since the strain at yY is -εY, we can write
Y
Y
y
ερ=
1(9)
Combining (8) and (9) gives
ρρ
1
)1(
2/YY
h
y= (10)
![Page 62: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/62.jpg)
Substitution into (7) gives the result we seek:
!!"
#
$$%
&''(
)**+
,−=
2
1
)1(
3
11
2
3
ρρ Y
YMM (11)
M
1/ρ
EI
1/ρY
MY
Loading
EI Unloading
1/R0 1/R1
Eqn(11)
Elastic unloading curve !"
#$%
&−=
1
11
)1( R
MM
Y
Y
ρρ(12)
![Page 63: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/63.jpg)
Now, eqn’s (11) and (12) intersect at 1/ρ = 1/R0
Hence,
!!"
#
$$%
&''(
)**+
,−=!
"
#$%
&−
2
010 1
)1(
3
11
2
311
)1( RM
RR
M YY
Y
Y ρρ
Rewriting and using (1/ρ)Y = 2Y / hE (from a few slides back), we get
320
10
4311
!"
#$%
&−=()
*+,
-−
hE
YR
hE
Y
RR(13)
![Page 64: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/64.jpg)
R0=R1
![Page 65: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/65.jpg)
Methods to reduce springback
• Smaller Y/E • Larger thickness • Over-bending • Stretch forming • “coining” or bottoming the punch
![Page 66: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/66.jpg)
Pure Bending
Bending & Stretching
σ h
-Y Fully plastic
σ h
Y Fully plastic
Y
Y
tension
compression
![Page 67: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/67.jpg)
Stretch forming: can we achieve a strain of 0.035 at A?
Sheet thickness 1mm, µ=0.1 Material: σ=520ε0.18MPa
Grips
Punch
R=8m, θ=0.25
R’=0.1m, , θ=1.25 A
B
C
![Page 68: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/68.jpg)
Can we achieve a strain of 0.035 at A?
Sheet thickness 1mm, µ=0.1 Material: σ=520ε0.18MPa
FA = 0.001*520*(0.035)0.18=284kN/m FB=FA*exp(0.1*0.25)=292kN/m FC=FB*exp(0.1*1.05)=323kN/m Max allowable force = 0.001*520*(0.18)0.18=381kN/m
Grips
Punch
R=8m, θ=0.25
R’=0.1m, , θ=1.25 A
B
C
Capstan equation
![Page 69: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/69.jpg)
Friction and the capstan equation
€
Tload = Thold × exp(µθ )
• Oil-based lubricants • Aqueous lubricants • Soaps and greases • Solid films
Typical stamping lubricants:
![Page 70: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/70.jpg)
Research opportunities and challenges: reducing cost and environmental
impacts
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Energy & cost: Stamping alum car hoods
• Final part = 5.4kgs • Total number of parts made = 400 • Die material: cast and machined zinc alloy
Source: Unpublished work: Cooper, Rossie, Gutowski (2015)
Excludes equipment depreciation and labor during forming
1743%
16%
590%
Energy.(2.3GJ/pt.(Stamping(alum.(car(hoods.(5.4kgO/P.((400pts)(
Sheet (MJ/pt)
Elec (MJ/pt)
Die (MJ/pt)
18# 0#
118#
Cost.&136USD/pt&
Sheet (USD/pt)
Elec (USD/pt)
Die (USD/pt) Sheet metal scrapped in factory = 44%
![Page 72: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/72.jpg)
6 feet
60 Ton Discrete Die Press (LMP - Hardt)
![Page 73: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/73.jpg)
-
SHAPEMEASUREMENT
SHAPECONTROLLER WORKPIECE
desiredshape + shape
error
finishedpartDISCRETE DIE
SURFACE
DISCRETE DIEFORMING PRESS
CONTROLLER
TRACING CMM
Part Error
Die ShapeChange
NewPartShape
The Shape Control Concept
![Page 74: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/74.jpg)
Stretch Forming with Reconfigurable Tool @ Northrop
Grumman
![Page 75: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/75.jpg)
Flexible Forming at Ford
![Page 76: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/76.jpg)
Conventional Spinning
http://www.custompartnet.com/wu/sheet-metal-forming
![Page 77: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/77.jpg)
Music, O., & Allwood, J. M. (2011). Flexible asymmetric spinning. CIRP Annals - Manufacturing Technology, 60(1), 319–322. doi:10.1016/j.cirp.2011.03.136
Flexible Spinning
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Polyblank, J. a., Allwood, J. M., & Duncan, S. R. (2014). Closed-loop control of product properties in metal forming: A review and prospectus. Journal of Materials Processing Technology, 214(11), 2333–2348. doi:10.1016/j.jmatprotec.2014.04.014
Greater accuracy required
Too slow?
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Thank you
Sheet metal forming in a low carbon future?
See the wonderful… http://
www.withbotheyesopen.com
Allwood, J., Cullen, J., Carruth, M., Cooper, D., McBrien, M., Milford, R., … Patel, A. (2012). Sustainable Materials with Both Eyes Open. Cambridge: UIT.
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Extra slides – just for fun
![Page 81: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/81.jpg)
Surface finish defects
• Orange peel effect
• Lüders bands
![Page 82: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/82.jpg)
Material embodied energy: Aluminum primary production
0"
50"
100"
150"
200"
250"
300"
350"
al)making" Ingot"cas4ng" Sawing" Scalping" Prehea4ng" Hot"rolling" Cold"rolling" Annealing" Sli@ng" Blanking"
MJ/t%o
utpu
t%
Process%step%
Perfect"yield"
MJ/
Kg
ou
tpu
t Milford et al. (2011): Whole supply chain
![Page 83: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/83.jpg)
0"
50"
100"
150"
200"
250"
300"
350"
al)making" Ingot"cas4ng" Sawing" Scalping" Prehea4ng" Hot"rolling" Cold"rolling" Annealing" Sli@ng" Blanking"
MJ/t%o
utpu
t%
Process%step%
Perfect"yield"
Real"yield"
Milford et al. (2011): Whole supply chain
Material embodied energy: Aluminum primary production M
J/K
g o
utp
ut
![Page 84: Sheet Metal Forming - Massachusetts Institute of Technologyweb.mit.edu/.../2015_lectures/lec6-sheet-metal-forming-2015.pdf · Sheet Metal Forming 2.810 D. Cooper !“Sheet Metal Forming”](https://reader035.fdocuments.net/reader035/viewer/2022081503/5a7baec57f8b9a49588c1bdc/html5/thumbnails/84.jpg)
0"
50"
100"
150"
200"
250"
300"
350"
al)making" Ingot"cas4ng" Sawing" Scalping" Prehea4ng" Hot"rolling" Cold"rolling" Annealing" Sli@ng" Blanking"
MJ/t%o
utpu
t%
Process%step%
Perfect"yield"
Real"yield"
Milford et al. (2011): Whole supply chain
Material embodied energy: Aluminum primary production
10kg liquid al.
4kg car door
MJ/
Kg
ou
tpu
t