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DIY robot concept

How to make a line-following robot

A fast two-wheel robot with IR reflectance sensors, PID control, 3D printed chassis and swappable battery. The right beginner project when you want to learn real control loops.

Line followers look simple, but they are the best cheap way to learn control. The difference between a toy and a fast robot is not the chassis; it is sensor spacing, motor response and a PID loop that can recover after overshoot. A good build uses an array of 5-8 reflectance sensors instead of two crude IR modules.

The mechanical design is deliberately boring: two DC gear motors, one caster, battery centered over the axle and sensors mounted as low as possible. Keep the wheelbase short and the center of mass low. If the robot fishtails, reduce wheel diameter or move the battery forward before tuning firmware for hours.

Start with proportional control, add derivative once it can track curves, and add integral only if the robot has a consistent bias. RoboHub can generate the first firmware scaffold, but you will tune constants on the actual floor because tape color, ambient light and motor mismatch all matter.

Core parts

QTR-8RC reflectance sensor array

$12

8-channel line sensor for smooth line position estimates

N20 gear motors (2x)

$10

6V 300-500RPM motors for fast response

TB6612FNG motor driver

$4

Efficient dual motor driver, better than L298N for battery robots

Arduino Nano or ESP32

$6

Controller. ESP32 is faster; Nano is simpler for classes

2S Li-ion or LiPo pack

$12

7.4V pack with buck regulator for logic

3D printed chassis

$4

Low flat plate with adjustable sensor mount

Design variants

Classroom version

Use Arduino Nano, slower motors and AA batteries so every part is easy to replace.

Competition version

Use high-RPM Pololu motors, foam tires and a 16-channel sensor bar.

Maze solver

Add intersection detection and a memory stack to solve black-line mazes.

Practical safety note

Treat the generated output as a prototype plan, not a certified product. Body-adjacent, high-voltage, optical-energy and mobility builds need qualified review before real-world use.

FAQ

How many sensors do I need?

Five is enough, eight is nicer. Two sensors work only for very slow robots.

Can I use camera vision instead?

Yes, but it turns a control project into a vision project. IR reflectance sensors are the right first build.

What speed should I target?

Start at 0.3 m/s. Once PID is stable, push toward 1 m/s with better tires and tighter loops.

Why does it fail in sunlight?

Cheap IR modules saturate. Use calibrated reflectance arrays and shield the sensor from side light.

Turn this concept into a sourced build

Start with this prompt prefilled, then let RoboHub generate the live parts list, wiring plan, CAD and firmware.

Generate build