{ "cells": [ { "cell_type": "markdown", "id": "10b4d806", "metadata": {}, "source": [ "# 16 · Mass-Spring Actuation: Pulling Surface Tendons to Steer a Beam\n", "\n", "Tutorial 15 bent a beam with a pneumatic chamber. Here the actuators are two\n", "**contractile springs** (tendons) glued along the top and bottom surface of a neo-Hookean\n", "cantilever. A spring (tutorial 11) stores $\\tfrac12 k\\,(l(x)-l_0^\\star)^2$ with\n", "$l(x)=\\lVert x_i-x_j\\rVert$, and a tendon *actuates* by lowering its commanded rest length\n", "$l_0^\\star$, which reels its two endpoints in. Ramping $l_0^\\star$ and re-solving the\n", "quasistatic equilibrium at every step curls the beam up, down, or anywhere in between:\n", "\n", "$$\n", "x^\\star = \\arg\\min_x\\; E_{\\text{neo}}(x)\n", "+ \\sum_{s\\in\\{\\text{top},\\text{bot}\\}} \\tfrac12 k\\,\\bigl(l_s(x)-l_{0,s}^\\star\\bigr)^2\n", "+ \\tfrac12\\lVert x_{\\text{pin}}-X_{\\text{pin}}\\rVert_K^2\n", "$$" ] }, { "cell_type": "markdown", "id": "7c7ce9f2", "metadata": {}, "source": [ "Imports, and every tunable parameter of this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "d42083b6", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:42.538138Z", "iopub.status.busy": "2026-09-24T03:44:42.537987Z", "iopub.status.idle": "2026-09-24T03:44:43.115508Z", "shell.execute_reply": "2026-09-24T03:44:43.115044Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "import igl\n", "import simkit\n", "import utils\n", "\n", "NOTEBOOK = \"016_mass_spring_actuation\" # this file's name\n", "RESULTS_DIR = utils.notebook_results_path(NOTEBOOK) # results/016_mass_spring_actuation/\n", "MEDIA_DIR = \"media\" # tracked copies for the website\n", "# beam mesh\n", "NX, NY = 29, 7 # grid vertices along x and y\n", "LENGTH, HEIGHT = 3.5, 0.8 # beam size\n", "# material\n", "MATERIAL = \"macklin-mueller-neo-hookean\"\n", "YM, PR = 1e4, 0.45 # Young's modulus, Poisson ratio\n", "# tendons and clamp\n", "K_TENDON = 2e3 # tendon spring stiffness k\n", "K_PIN = 1e9 # penalty stiffness clamping the left wall\n", "# quasistatic actuation\n", "N_STEPS = 28 # poses per ramp, from the natural rest length to the command\n", "NEWTON_ITERS = 40 # max Newton iterations per ramp step\n", "TOP_RATIO = 0.4 # first experiment: top tendon commanded to 40% of its natural length\n", "DESIGNS = [ # steering comparison: (label, top ratio, bottom ratio)\n", " (\"contract top -> curls up\", 0.4, 1.0),\n", " (\"contract both -> no net bend\", 0.4, 0.4),\n", " (\"contract bottom -> curls down\", 1.0, 0.4),\n", "]\n", "ASYMS = [-0.4, -0.2, 0.0, 0.2, 0.4] # differential command d: top x(1+d), bottom x(1-d)\n", "# validation\n", "FD_STEP = 1e-6 # central-difference step for the gradient check\n", "FD_NOISE = 0.02 # jitter of the free vertices at the gradient check\n", "FD_RATIOS = (0.6, 1.3) # commanded (top, bottom) ratios at the gradient check\n", "SEED = 0 # RNG seed for that jitter\n", "FPS = 18 # animation frame rate\n", "# colors\n", "TOP_C, BOT_C = \"#c0392b\", \"#08519c\" # top / bottom tendon\n", "WALL_FACE, WALL_EDGE = \"#cfe8df\", \"#2a7f62\"" ] }, { "cell_type": "markdown", "id": "46b60291", "metadata": {}, "source": [ "## A beam with two surface tendons\n", "\n", "A libigl grid, centered and scaled to `LENGTH` x `HEIGHT`. The top tendon is a single spring\n", "from the top-left to the top-middle vertex, and the bottom tendon mirrors it, so each spans the\n", "left half next to the clamped wall, where it has the most leverage. A tendon's natural rest\n", "length is the distance it covers at rest. The left wall (squares) is pinned." ] }, { "cell_type": "code", "execution_count": 2, "id": "7c0ebebb", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:43.116977Z", "iopub.status.busy": "2026-09-24T03:44:43.116847Z", "iopub.status.idle": "2026-09-24T03:44:43.203535Z", "shell.execute_reply": "2026-09-24T03:44:43.203143Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mesh: 203 vertices, 336 triangles, 7 pinned\n", "tendon natural lengths: top 1.750, bottom 1.750\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "V, T = igl.triangulated_grid(NX, NY) # unit square, NX x NY vertices\n", "X = (V - 0.5) * np.array([LENGTH, HEIGHT]) # centered LENGTH x HEIGHT beam\n", "n, dim = X.shape\n", "mid = NX // 2\n", "E_top = np.array([[(NY - 1) * NX, (NY - 1) * NX + mid]]) # top-left -> top-middle\n", "E_bot = np.array([[0, mid]]) # bottom-left -> bottom-middle\n", "E_act = np.vstack([E_top, E_bot]) # row 0 top, row 1 bottom\n", "l0_natural = simkit.edge_lengths(X, E_act) # natural rest lengths (top, bottom)\n", "pin_idx = np.where(X[:, 0] <= X[:, 0].min() + 1e-6)[0]\n", "print(f\"mesh: {n} vertices, {len(T)} triangles, {len(pin_idx)} pinned\")\n", "print(f\"tendon natural lengths: top {l0_natural[0]:.3f}, bottom {l0_natural[1]:.3f}\")\n", "\n", "fig, ax = plt.subplots(figsize=(8, 2.6))\n", "utils.plot_mesh(ax, X, T, pins=pin_idx, facecolor=WALL_FACE, edgecolor=WALL_EDGE, lw=0.7,\n", " lims=((-2.0, 2.0), (-0.7, 0.7)), title=\"beam with two surface tendons\")\n", "for (i, j), c, lbl in zip(E_act, [TOP_C, BOT_C], [\"top tendon\", \"bottom tendon\"]):\n", " ax.plot(X[[i, j], 0], X[[i, j], 1], \"-\", color=c, lw=3.0, zorder=6, label=lbl)\n", " ax.scatter(X[[i, j], 0], X[[i, j], 1], s=45, color=\"#e6550d\", zorder=7)\n", "ax.legend(loc=\"upper right\", fontsize=9)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"mesh.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_mesh.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1205e408", "metadata": {}, "source": [ "## Constant operators\n", "\n", "Built once from the rest shape: the deformation Jacobian `J`, triangle areas `vol` (all equal on\n", "this grid, so the beam is uniformly stiff), the per-triangle Lamé parameters, and the clamp\n", "penalty `(Q_pin, b_pin)`. Its constant `c_pin` makes $E_{\\text{pin}}=\\tfrac12\\lVert x_{\\text{pin}}-X_{\\text{pin}}\\rVert_K^2$\n", "exactly zero at the clamp. Without it the total energy sits near $-10^{10}$, and round-off swamps\n", "small energy differences. Each tendon is one spring of unit weight: $\\tfrac12 k (l-l_0^\\star)^2$." ] }, { "cell_type": "code", "execution_count": 3, "id": "a2fb21e8", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:43.204588Z", "iopub.status.busy": "2026-09-24T03:44:43.204516Z", "iopub.status.idle": "2026-09-24T03:44:43.209385Z", "shell.execute_reply": "2026-09-24T03:44:43.208996Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "triangle area 0.0083 .. 0.0083, mu = 3448, lambda = 31034\n" ] } ], "source": [ "J = simkit.deformation_jacobian(X, T)\n", "vol = simkit.volume(X, T)\n", "mu_s, lam_s = simkit.ympr_to_lame(YM, PR)\n", "mu = np.full((len(T), 1), mu_s)\n", "lam = np.full((len(T), 1), lam_s)\n", "Q_pin, b_pin = simkit.dirichlet_penalty(pin_idx, X[pin_idx], n, K_PIN)\n", "c_pin = 0.5 * K_PIN * np.sum(X[pin_idx] ** 2) # makes E_pin zero at the clamp\n", "k_tendon = np.full((1, 1), K_TENDON) # per-spring stiffness\n", "w_tendon = np.ones((1, 1)) # per-spring weight\n", "print(f\"triangle area {vol.min():.4f} .. {vol.max():.4f}, mu = {mu_s:.0f}, lambda = {lam_s:.0f}\")" ] }, { "cell_type": "markdown", "id": "3f09f0eb", "metadata": {}, "source": [ "## The tendon-beam system\n", "\n", "`tendon_beam_system(l0_top, l0_bot)` is the objective for given commanded rest lengths, one\n", "simkit term per line: neo-Hookean elasticity, one single-edge `mass_springs` term per tendon,\n", "and the pin. A tendon's gradient $k(l-l_0^\\star)\\,\\partial l/\\partial x$ is a Hooke force of\n", "magnitude $k(l-l_0^\\star)$ along the edge. Its $2\\times2$ Hessian block has eigenvalues $k$\n", "along the edge and $k(1-l_0^\\star/l)$ across it, negative when the tendon is compressed\n", "($l 1.113, tension 827\n", "bottom tendon (not actuated): length 1.750 -> 1.864, tension 227\n", "tip deflection angle: +29.8 deg\n" ] } ], "source": [ "def tip_angle(U):\n", " \"\"\"Deflection angle (deg) of the cantilever's free end relative to rest.\"\"\"\n", " tip = np.where(X[:, 0] >= X[:, 0].max() - 1e-6)[0]\n", " rise = U[tip, 1].mean() - X[tip, 1].mean()\n", " return np.degrees(np.arctan2(rise, LENGTH))\n", "\n", "\n", "def actuate(top_ratio, bot_ratio):\n", " \"\"\"Ramp the commanded rest lengths to ratio x natural, solving the equilibrium at every pose.\n", " Returns the poses, the commanded rest lengths, the tendon lengths and their tensions.\"\"\"\n", " ramp = np.linspace(0.0, 1.0, N_STEPS)\n", " l0_cmd = l0_natural * (1.0 + ramp[:, None] * (np.array([top_ratio, bot_ratio]) - 1.0))\n", " x = X.reshape(-1, 1).copy()\n", " states = [X.copy()]\n", " for l0_top, l0_bot in l0_cmd[1:]:\n", " energy_func, gradient_func, hessian_func = tendon_beam_system(l0_top, l0_bot)\n", " x = simkit.solvers.newton_solver(x, energy_func, gradient_func, hessian_func,\n", " max_iter=NEWTON_ITERS, do_line_search=True)\n", " states.append(x.reshape(n, dim).copy())\n", " lengths = np.array([simkit.edge_lengths(U, E_act) for U in states])\n", " tensions = K_TENDON * (lengths - l0_cmd)\n", " return np.array(states), l0_cmd, lengths, tensions\n", "\n", "\n", "states_top, l0_cmd_top, lengths_top, tensions_top = actuate(TOP_RATIO, 1.0)\n", "angles_top = np.array([tip_angle(U) for U in states_top])\n", "print(f\"top tendon: commanded {l0_cmd_top[-1, 0]:.3f}, length {lengths_top[0, 0]:.3f} -> {lengths_top[-1, 0]:.3f}, \"\n", " f\"tension {tensions_top[-1, 0]:.0f}\")\n", "print(f\"bottom tendon (not actuated): length {lengths_top[0, 1]:.3f} -> {lengths_top[-1, 1]:.3f}, \"\n", " f\"tension {tensions_top[-1, 1]:.0f}\")\n", "print(f\"tip deflection angle: {angles_top[-1]:+.1f} deg\")" ] }, { "cell_type": "markdown", "id": "2b38ec94", "metadata": {}, "source": [ "The top tendon only shortens to 1.113, far from its 0.700 command: the beam's bending stiffness\n", "holds it back, and the leftover stretch is the tension it pulls with, 827 at full actuation. The\n", "passive bottom tendon is dragged longer as the beam curls, so it pulls too (227) and resists the\n", "bend. Solid lines are lengths $l$, dashed lines commands $l_0^\\star$." ] }, { "cell_type": "code", "execution_count": 7, "id": "fa784677", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:44.396223Z", "iopub.status.busy": "2026-09-24T03:44:44.396152Z", "iopub.status.idle": "2026-09-24T03:44:44.564817Z", "shell.execute_reply": "2026-09-24T03:44:44.564439Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "act = np.linspace(0, 100, N_STEPS) # actuation (%)\n", "fig, axes = plt.subplots(1, 2, figsize=(11, 4))\n", "for s, (c, name) in enumerate(zip([TOP_C, BOT_C], [\"top\", \"bottom\"])):\n", " axes[0].plot(act, lengths_top[:, s], \"-\", color=c, lw=2, label=f\"{name} length $l$\")\n", " axes[0].plot(act, l0_cmd_top[:, s], \"--\", color=c, lw=1.5, label=f\"{name} command $l_0^\\\\star$\")\n", " axes[1].plot(act, tensions_top[:, s], \"-\", color=c, lw=2, label=name)\n", "axes[0].set(xlabel=\"actuation (%)\", ylabel=\"length\", title=\"tendon length vs. command\")\n", "axes[1].set(xlabel=\"actuation (%)\", ylabel=\"tension $f = k(l - l_0^\\\\star)$\", title=\"tendon tension\")\n", "for ax in axes:\n", " ax.grid(True, color=\"0.9\")\n", " ax.legend(fontsize=8)\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"tendon_response.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_tendon_response.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cecbefc3", "metadata": {}, "source": [ "## Newton convergence, and the cost of the projection\n", "\n", "The final ramp step, re-solved from the previous pose with `return_info=True`, once with the\n", "projected Hessian used throughout and once with the exact one. The projection guarantees a\n", "descent direction at any pose, but it also drops the negative curvature of compressed elements,\n", "so $\\lVert\\nabla E\\rVert$ falls only linearly, by about 30% per iteration, and stops after 26\n", "iterations when the step drops below the tolerance. Near this stable equilibrium the full Hessian\n", "is positive definite anyway, so exact Newton converges quadratically in 5 iterations, to the same\n", "pose within $3\\cdot10^{-5}$ and with a far smaller gradient." ] }, { "cell_type": "code", "execution_count": 8, "id": "6b8aca9e", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:44.565861Z", "iopub.status.busy": "2026-09-24T03:44:44.565764Z", "iopub.status.idle": "2026-09-24T03:44:44.759160Z", "shell.execute_reply": "2026-09-24T03:44:44.758614Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "projected (psd=True) 26 iterations, final |grad E| = 7.2e-03, max distance to the ramp's pose 0.0e+00\n", "exact (psd=False) 5 iterations, final |grad E| = 1.8e-07, max distance to the ramp's pose 2.6e-05\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_prev = states_top[-2].reshape(-1, 1)\n", "grad_norms = {}\n", "for label, psd in [(\"projected (psd=True)\", True), (\"exact (psd=False)\", False)]:\n", " energy_func, gradient_func, hessian_func = tendon_beam_system(*l0_cmd_top[-1], psd=psd)\n", " x_last, info = simkit.solvers.newton_solver(x_prev, energy_func, gradient_func, hessian_func,\n", " max_iter=NEWTON_ITERS, do_line_search=True, return_info=True)\n", " grad_norms[label] = [np.linalg.norm(g) for g in info[\"g\"]] + [np.linalg.norm(gradient_func(x_last))]\n", " print(f\"{label:22s} {len(info['alphas']):2d} iterations, final |grad E| = {grad_norms[label][-1]:.1e}, \"\n", " f\"max distance to the ramp's pose {np.abs(x_last - states_top[-1].reshape(-1, 1)).max():.1e}\")\n", "\n", "fig, ax = plt.subplots(figsize=(6.5, 4))\n", "utils.residual_plot(grad_norms, ax=ax, markers=True, xlabel=\"Newton iteration\", ylabel=r\"$\\|\\nabla E\\|$\",\n", " title=\"Newton convergence, final ramp step\")\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"newton_convergence.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_newton_convergence.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "43c79042", "metadata": {}, "source": [ "## Where the beam deforms\n", "\n", "Two scalar fields on the fully actuated pose: the elastic energy density $\\psi(F)$ per triangle\n", "(left, log scale) and the displacement magnitude $\\lVert u\\rVert$ per vertex (right). The strain\n", "energy lives in the left half, between the wall and the tendon anchors, and peaks at the top\n", "anchor, where the whole tendon force enters through one vertex and kinks the surface. The outer\n", "half stores almost nothing (dark): it is carried nearly rigidly, and its displacement grows\n", "steadily toward the tip." ] }, { "cell_type": "code", "execution_count": 9, "id": "2516fef5", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:44.760307Z", "iopub.status.busy": "2026-09-24T03:44:44.760238Z", "iopub.status.idle": "2026-09-24T03:44:44.981197Z", "shell.execute_reply": "2026-09-24T03:44:44.980731Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "energy density: max 1504 (triangle with rest centroid [-0.04 0.36]), median 34.6\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "U_top = states_top[-1]\n", "F_top = simkit.deformation_gradient(X, T, U_top)\n", "psi_top = simkit.energies.elastic_energy_element_F(F_top, mu, lam, MATERIAL)\n", "disp_top = np.linalg.norm(U_top - X, axis=1)\n", "print(f\"energy density: max {psi_top.max():.0f} (triangle with rest centroid \"\n", " f\"{X[T[np.argmax(psi_top)]].mean(axis=0).round(2)}), median {np.median(psi_top):.1f}\")\n", "\n", "fig, (axL, axR) = plt.subplots(1, 2, figsize=(13, 4.5))\n", "utils.plot_scalar_field(axL, U_top, T, psi_top, cmap=\"magma\", norm=LogNorm(vmin=1.0, vmax=psi_top.max()),\n", " title=r\"elastic energy density $\\psi(F)$ (log scale)\", label=r\"$\\psi$\")\n", "utils.plot_scalar_field(axR, U_top, T, disp_top, cmap=\"viridis\", title=r\"displacement $\\|u\\|$\",\n", " label=r\"$\\|u\\|$\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"fields.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_fields.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "aeeb6751", "metadata": {}, "source": [ "The whole ramp as a movie: the top tendon (red) reels in its endpoint, the passive bottom tendon\n", "(blue) is stretched, and the right panel traces the tip angle as it climbs to +29.8°." ] }, { "cell_type": "code", "execution_count": 10, "id": "340935ca", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:44.982677Z", "iopub.status.busy": "2026-09-24T03:44:44.982582Z", "iopub.status.idle": "2026-09-24T03:44:46.124923Z", "shell.execute_reply": "2026-09-24T03:44:46.124324Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig, anim = utils.animate_tendon_trace(states_top, T, E_act, act, {\"tip angle\": angles_top},\n", " tendon_colors=[TOP_C, BOT_C], pins=pin_idx, fps=FPS,\n", " title=\"contract top tendon -> beam curls up\",\n", " xlabel=\"actuation (%)\", ylabel=\"tip deflection angle (deg)\",\n", " trace_title=\"angle vs. actuation\", trace_colors={\"tip angle\": \"#444\"})\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"tendon_contract.mp4\"), fps=FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"016_tendon_contract.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "97175df4", "metadata": {}, "source": [ "## Steering: which tendon you pull sets the bend\n", "\n", "The two commanded rest lengths are the actuator's control inputs. We run the same ramp for the\n", "three patterns in `DESIGNS` and play them side by side. Pulling the top tendon curls the beam\n", "up (+29.8°), pulling the bottom one curls it down (−30.2°). Pulling both equally is symmetric, so\n", "the left half shortens but barely bends: the leftover +1.1° (and the 0.4° up/down mismatch) comes\n", "from the grid's diagonals, which all lean the same way." ] }, { "cell_type": "code", "execution_count": 11, "id": "6052b23c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:46.126133Z", "iopub.status.busy": "2026-09-24T03:44:46.126040Z", "iopub.status.idle": "2026-09-24T03:44:51.283355Z", "shell.execute_reply": "2026-09-24T03:44:51.282753Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "contract top -> curls up tip angle = +29.8 deg\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "contract both -> no net bend tip angle = +1.1 deg\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "contract bottom -> curls down tip angle = -30.2 deg\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "panels = []\n", "for label, top_ratio, bot_ratio in DESIGNS:\n", " states, _, _, _ = actuate(top_ratio, bot_ratio)\n", " panels.append({\"states\": states, \"T\": T, \"E_act\": E_act, \"title\": label, \"pins\": pin_idx})\n", " print(f\"{label:34s} tip angle = {tip_angle(states[-1]):+.1f} deg\")\n", "\n", "fig, anim = utils.animate_tendon_panels(panels, tendon_colors=[TOP_C, BOT_C], fps=FPS, figsize=(13.5, 5.6),\n", " suptitle=\"same contraction, three tendon patterns\")\n", "fig.subplots_adjust(top=0.87, bottom=0.08) # room for the suptitle and tick labels\n", "video = simkit.filesystem.save_animation(anim, os.path.join(RESULTS_DIR, \"tendon_steering.mp4\"), fps=FPS,\n", " copy_to=os.path.join(MEDIA_DIR, \"016_tendon_steering.mp4\"))\n", "plt.close(fig)\n", "utils.embed_video(video)" ] }, { "cell_type": "markdown", "id": "68d304e1", "metadata": {}, "source": [ "## A deflection gallery\n", "\n", "One differential knob $d$ gives continuous steering: the top tendon is commanded to $(1+d)\\times$\n", "and the bottom to $(1-d)\\times$ its natural length, for each $d$ in `ASYMS`. $d<0$ shortens the\n", "top and lengthens the bottom (curls up), $d>0$ does the reverse (curls down), and $d=0$ is the\n", "rest beam. Each final pose is drawn over its rest shape (gray)." ] }, { "cell_type": "code", "execution_count": 12, "id": "add0b967", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:51.284701Z", "iopub.status.busy": "2026-09-24T03:44:51.284629Z", "iopub.status.idle": "2026-09-24T03:44:55.346917Z", "shell.execute_reply": "2026-09-24T03:44:55.346424Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gallery = []\n", "for d in ASYMS:\n", " states, l0_cmd, lengths, tensions = actuate(1 + d, 1 - d)\n", " gallery.append({\"d\": d, \"U\": states[-1], \"l0\": l0_cmd[-1], \"l\": lengths[-1], \"f\": tensions[-1],\n", " \"angle\": tip_angle(states[-1])})\n", "\n", "lims = utils.auto_limits([X] + [case[\"U\"] for case in gallery], pad=0.15)\n", "fig, axes = plt.subplots(1, len(ASYMS), figsize=(3.0 * len(ASYMS), 4.4), squeeze=False)\n", "for ax, case in zip(axes[0], gallery):\n", " utils.TendonMeshArtist(ax, case[\"U\"], T, E_act, colors=[TOP_C, BOT_C], rest=X, pins=pin_idx,\n", " facecolor=WALL_FACE, edgecolor=WALL_EDGE, lw=0.5, tendon_lw=2.4,\n", " node_size=0, pin_size=16)\n", " utils.setup_axes(ax, *lims, grid=False, title=f\"top x{1 + case['d']:.1f} / bot x{1 - case['d']:.1f}\\n\"\n", " f\"tip angle {np.round(case['angle']) + 0.0:+.0f} deg\")\n", "fig.tight_layout()\n", "fig.suptitle(\"differential tendon contraction steers the tip deflection angle\", y=1.08)\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"tendon_gallery.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_tendon_gallery.png\"))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a901e0c8", "metadata": {}, "source": [ "## The steering curve, and why the Hessian is projected\n", "\n", "Tip angle (left) and final tendon tensions (right) against $d$. The curve is nearly linear and\n", "antisymmetric (±21° at $d=\\pm0.2$, ±34° at $\\pm0.4$), so one knob steers the tip. The lengthened\n", "tendon cannot reach its command: it is compressed ($f<0$) and pushes, which adds to the bend.\n", "That is where a raw tendon Hessian block goes indefinite, and the printout checks it at\n", "$d=-0.4$ against the eigenvalues $k$ and $k(1-l_0^\\star/l)$." ] }, { "cell_type": "code", "execution_count": 13, "id": "3bf7c28c", "metadata": { "execution": { "iopub.execute_input": "2026-09-24T03:44:55.348084Z", "iopub.status.busy": "2026-09-24T03:44:55.347978Z", "iopub.status.idle": "2026-09-24T03:44:55.495729Z", "shell.execute_reply": "2026-09-24T03:44:55.495420Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "d = -0.4: bottom tendon l = 2.167 < l0* = 2.450 (compressed)\n", "raw Hessian block eigenvalues [-260.8 2000. ] -> PSD-projected [ 0. 2000.]\n" ] } ], "source": [ "ds = np.array([case[\"d\"] for case in gallery])\n", "fig, (axL, axR) = plt.subplots(1, 2, figsize=(11, 3.8))\n", "axL.plot(ds, [case[\"angle\"] for case in gallery], \"-o\", color=\"#444\", lw=2)\n", "axL.set(xlabel=\"differential command $d$\", ylabel=\"tip deflection angle (deg)\", title=\"steering curve\")\n", "for s, (c, name) in enumerate(zip([TOP_C, BOT_C], [\"top\", \"bottom\"])):\n", " axR.plot(ds, [case[\"f\"][s] for case in gallery], \"-o\", color=c, lw=2, label=name)\n", "axR.axhline(0, color=\"0.6\", lw=1)\n", "axR.set(xlabel=\"differential command $d$\", ylabel=\"tension $f = k(l - l_0^\\\\star)$\", title=\"final tendon tensions\")\n", "axR.legend(fontsize=9)\n", "for ax in (axL, axR):\n", " ax.grid(True, color=\"0.9\")\n", "fig.tight_layout()\n", "simkit.filesystem.save_figure(fig, os.path.join(RESULTS_DIR, \"steering_curve.png\"),\n", " copy_to=os.path.join(MEDIA_DIR, \"016_steering_curve.png\"))\n", "plt.show()\n", "\n", "case = gallery[0] # d = ASYMS[0]: the bottom tendon is lengthened\n", "U = case[\"U\"]\n", "d_bot = U[E_bot[:, 0]] - U[E_bot[:, 1]] # bottom tendon's edge vector\n", "H_raw = simkit.energies.mass_springs_hessian_element_d(d_bot, k_tendon, np.array([[case[\"l0\"][1]]]))\n", "H_psd = simkit.psd_project(H_raw)\n", "print(f\"d = {case['d']:+.1f}: bottom tendon l = {case['l'][1]:.3f} < l0* = {case['l0'][1]:.3f} (compressed)\")\n", "print(f\"raw Hessian block eigenvalues {np.linalg.eigvalsh(H_raw[0]).round(1)} -> \"\n", " f\"PSD-projected {np.linalg.eigvalsh(H_psd[0]).round(1)}\")" ] }, { "cell_type": "markdown", "id": "6a9ebf0f", "metadata": {}, "source": [ "### Takeaways\n", "\n", "* A contractile tendon is a **spring whose rest length you command**: lowering $l_0^\\star$ in\n", " $\\tfrac12 k(l-l_0^\\star)^2$ pulls its endpoints together with the Hooke force $k(l-l_0^\\star)$.\n", "* Glued to a clamped neo-Hookean beam, ramping $l_0^\\star$ and re-solving with Newton gives\n", " **quasistatic** actuation: the same recipe as the pneumatic chamber, with an off-center spring.\n", "* A tendon commanded longer than it can reach is **compressed** and its raw Hessian block goes\n", " indefinite. PSD projection guarantees descent directions, at the price of linear convergence\n", " near the solution, where exact Newton is quadratic.\n", "* **Where and how hard you pull is steering**: top curls up, bottom curls down, and the\n", " differential command sets the deflection angle." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }