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Robotics & Obstacle Avoidance (Arm Clearance Analysis) Solution

Formulas & Definitions

Problem Statement

A robotic arm axis line is defined by x−12=y−23=z−12\frac{x-1}{2} = \frac{y-2}{3} = \frac{z-1}{2}2x−1​=3y−2​=2z−1​ (decimeters). An external terminal box is located at point M(4,3,7)M(4, 3, 7)M(4,3,7).

Step-by-Step Mathematical Solution

1. Extract Line Geometry

From the symmetric equation:

  • Point on the arm line: P=(1,2,1)P = (1, 2, 1)P=(1,2,1)
  • Direction vector of the arm segment: v⃗=⟨2,3,2⟩\vec{v} = \langle 2, 3, 2 \ranglev=⟨2,3,2⟩

2. Construct Displacement Vector PM⃗\vec{PM}PM

PM⃗=⟨4−1,3−2,7−1⟩=⟨3,1,6⟩ dm\vec{PM} = \langle 4 - 1, 3 - 2, 7 - 1 \rangle = \langle 3, 1, 6 \rangle\text{ dm}PM=⟨4−1,3−2,7−1⟩=⟨3,1,6⟩ dm

3. Compute Cross Product PM⃗×v⃗\vec{PM} \times \vec{v}PM×v

PM⃗×v⃗=∣i^j^k^316232∣\vec{PM} \times \vec{v} = \begin{vmatrix} \hat{i} & \hat{j} & \hat{k} \\ 3 & 1 & 6 \\ 2 & 3 & 2 \end{vmatrix}PM×v=​i^32​j^​13​k^62​​
PM⃗×v⃗=i^(1⋅2−6⋅3)−j^(3⋅2−6⋅2)+k^(3⋅3−1⋅2)\vec{PM} \times \vec{v} = \hat{i}(1\cdot 2 - 6\cdot 3) - \hat{j}(3\cdot 2 - 6\cdot 2) + \hat{k}(3\cdot 3 - 1\cdot 2)PM×v=i^(1⋅2−6⋅3)−j^​(3⋅2−6⋅2)+k^(3⋅3−1⋅2)
PM⃗×v⃗=i^(2−18)−j^(6−12)+k^(9−2)=−16i^+6j^+7k^=⟨−16,6,7⟩\vec{PM} \times \vec{v} = \hat{i}(2 - 18) - \hat{j}(6 - 12) + \hat{k}(9 - 2) = -16\hat{i} + 6\hat{j} + 7\hat{k} = \langle -16, 6, 7 \ranglePM×v=i^(2−18)−j^​(6−12)+k^(9−2)=−16i^+6j^​+7k^=⟨−16,6,7⟩

4. Calculate Vector Magnitudes

  • Magnitude of cross product:
    ∥PM⃗×v⃗∥=(−16)2+62+72=256+36+49=341≈18.466\|\vec{PM} \times \vec{v}\| = \sqrt{(-16)^2 + 6^2 + 7^2} = \sqrt{256 + 36 + 49} = \sqrt{341} \approx 18.466∥PM×v∥=(−16)2+62+72​=256+36+49​=341​≈18.466
  • Magnitude of direction vector v⃗\vec{v}v:
    ∥v⃗∥=22+32+22=4+9+4=17≈4.123\|\vec{v}\| = \sqrt{2^2 + 3^2 + 2^2} = \sqrt{4 + 9 + 4} = \sqrt{17} \approx 4.123∥v∥=22+32+22​=4+9+4​=17​≈4.123

5. Calculate Minimum Clearance Distance ddd

d=∥PM⃗×v⃗∥∥v⃗∥=34117=34117=20.0588≈4.48 dm(44.8 cm)d = \frac{\|\vec{PM} \times \vec{v}\|}{\|\vec{v}\|} = \frac{\sqrt{341}}{\sqrt{17}} = \sqrt{\frac{341}{17}} = \sqrt{20.0588} \approx 4.48\text{ dm} \quad (44.8\text{ cm})d=∥v∥∥PM×v∥​=17​341​​=17341​​=20.0588​≈4.48 dm(44.8 cm)


Real-Life Engineering Meaning & Application

  • Physical Interpretation: The perpendicular distance of 4.48 dm4.48\text{ dm}4.48 dm (44.8 cm44.8\text{ cm}44.8 cm) represents the closest point of approach between the structural axis of the robot arm and the electrical terminal.
  • Engineering Application: In robotics software motion planners (such as ROS MoveIt), safety envelopes are established around all rigid links. If the robot's physical arm casing radius (15 cm15\text{ cm}15 cm) plus the terminal box enclosure (20 cm20\text{ cm}20 cm) plus a mandatory safety margin (10 cm10\text{ cm}10 cm) equals 45 cm45\text{ cm}45 cm, the calculated clearance of 44.8 cm44.8\text{ cm}44.8 cm triggers a safety boundary violation alert, prompting the trajectory planner to re-route.