Derivation using "Infenitesmal Strain Theory" from the Rod Theory
% Derive the representation of force in the body frame.
syms alpha r F_e M_e l_t GJ EI GA EA M_y M_z F_y F_z Delta_theta_h;
assume([alpha r F_e M_e l_t GJ EI GA EA M_y M_z F_y F_z Delta_theta_h], 'real')
assume([alpha r F_e M_e l_t GJ EI GA EA M_y M_z F_y F_z Delta_theta_h], 'positive')
K = diag([ EI, EI, GJ, GA, GA, EA]) % this is the K matrix
K =
![](data:image/png;base64,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)
R_0 = simplify(Rz(pi)*Rx(-pi/2 - alpha))
R_0 =
![](data:image/png;base64,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)
Adg0 = [R_0 zeros(3); skew(p_0)*R_0 R_0];
% the negative or possitive depending on the positive or negative face.
Notice that the
and
are downward in the global brame. Using Equation (20)
W = Adg0'*We + [0;0;Delta_theta_h*GJ;0;0;0 ] % the wrench in the body frame.
W =
![](data:image/png;base64,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)
D_l = simplify(l_t* D_xi(6)) % since Dl = l-l_star
D_l =
![](data:image/png;base64,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)
D_l = collect(D_l, [F_e, Delta_theta_h])
D_l =
![](data:image/png;base64,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)
This can be rearranged to be Eq. (29) in the paper