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Robotics Safety Tests for new ISO standard
Samson Phan
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Conclusions HIC CLI WAM “human safe” robot shows less high HIC number for collisions HIC numbers for all tests too low for serious damage Neck Constraint Matters Bimodal distributtion shows CLI too insensitive for robot-human collision R2 = 0.3871
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Can we reduce the number of injury criterias?
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Elimination of other scenarios
Unconstrained scenarios All energy goes into deformation or plastic yielding instead of acceleration of the target. Eliminate very sharp planforms Designers are competent Care given to not give knives How sharp is “sharp?”
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Proposed Model Quasi-static Inconsequential skin
Stress wave traversal (Timoshenk & Goodier, 1951) Inconsequential skin Thickness of layer << contact length Hertzian pressure distribution Coupling between tangential and normal forces based only on friction, not deformation (q (x)=u p(x)) Pressure distribution p0(1-x2/a2) (hertz pressure) Friction induced tangential forces Collision Parameter->KE ->deflection-> pressure->shear stress
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Quasi-static Assumption?
Material Young’s Modulus Density Wavespeed Skin 4.2E5 1750 kg/m3 1600 Muscle 126E3 1060 kg/m3 10.9 Bone 18E18 1500 kg/m3 1.8974E8 m/s Hunter 1956 said this. Muscle Skin [agache] skin
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Inconsequential skin thickness?
Skin thickness: mm Bone thickness (skull): 4-10 mm Muscle thickness Stapp Car Crash J Nov;45: The effects of skull thickness variations on human head dynamic impact responses. Osullivan and king
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Sliding Contact Q/µP q(x,y)=µ p(x,y) Bhushan 2001
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Tangential velocity inclusion
Assume sufficient tangential velocity to induce sliding Vx ≥ µ Vz Table 1 UCSF
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Model Development Energy (Before collision) Energy (After Collision)
Tangential Velocity Vertical Velocity Limiting case Vx = µ Vz Velocity (Vx, Vy) Deflection in robot (Erobot) Deformation of tissue
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Model Development mi = mass matrix of robot
Kinetic Energy of Robot to Tissue deflection (for solids of revolute) Hertzian Theory of Contact for Solids of revolution (sphere) mi = mass matrix of robot vi = velocity matrix of robot R = relative curvature (1/R)=(1/R1 + 1/R2) 1/E* = (1-v1^2)/E1 + (1-v2^2)/E2 p0 = max pressure at given instance d = deflection P = total load compressing solid Neglect dissipative losses (sound, heat, etc) and Erobot for worst case scenario
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Contact Mechanics Combine eq (2) & (3): Equate with eq (1):
Solve for p0
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Von Mises Yield at surface for u >0.3 Spherical rigid manipulator
Failure criteria Assumptions Von Mises Yield at surface for u >0.3 Spherical rigid manipulator quasi-static negligible plane orientation change negligible skin thickness (doesn’t affect contact dynamics) Hamilton 83? Explicit equations for the stresses beneath a sliding spherical contact Hamilton 1983
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Onset of Yield Wassink et al µ = 0.4 µ = 0.8
Material property function: E, v Conclusion: reduce friction to Wassink based on maximum tension Mine based on von mises stress
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Kind of like boxing… Boxing Shadows
W. K. Stratton, Anissa (CON) Zamarron Combat Sports Medicine Springer-Verlag London / _11 Professional Athlete Margaret Goodman1 and Edwin Homansky (1)
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Another approach… Allowable amount of soft tissue damage?
OSHA mandated levels? Same set of equations to visualize volume
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How about non spherical impactors?
4:1 Exceed certain value of Sphere on sphere, can it be generalized? Pg 97 johnson, have to get fairly eccentric in order for it to be significant deviation 1:4
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Impedance as a performance and safety parameter
Impedence (m,E,w) m s w 60 Hz
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Epidermis spinosum Weakest shear layer in skin.
Blistering and abrasions: layer that separates. Shear layer failure may be more predictive of injury than tension or Von Mises yield criterion
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Dropping Stuff… N=10 N=4
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