Creating a Smooth Train Animation with Interpolation in Frontend Development

The article describes the implementation of a train animation used in the Taobao Play Platform, detailing how the visual effect is achieved through simple interpolation techniques.

Data Collection : Track points are sampled along the rail, with denser points in high‑curvature sections and sparser points on smooth segments. The collected points form the basis for subsequent calculations.

Determining Position : Assuming constant speed, each frame updates the traveled distance L using the time interval inter and speed speed. With the current distance and the sampled points, the train’s segment and interpolation factor q are found, then the position is computed by linear interpolation:

train.x = (1 - q) * p[i].x + q * p[i+1].x

train.y = (1 - q) * p[i].y + q * p[i+1].y

Determining Angle : To align the train with the rail direction, the angle between two adjacent points (e.g., A and B) is calculated. Because sampled points may be sparse, the angle itself is interpolated using the same factor q: train.theta = (1 - q) * p[i].theta + q * p[i+1].theta Speed Variation : Instead of a constant speed, the train’s speed can be varied based on a simple energy‑conservation model, where speed squared is linearly related to the train’s height: train.speed = Math.sqrt(C1 - C2 * train.y) Code Example (simplified for clarity):

train.speed = 10;

train.L = 0;

setInterval(function(){

var inter = 50;

train.L += inter * train.speed;

// compute train.x, train.y, train.theta based on L and sampled points

// render train at (train.x, train.y) with rotation train.theta

}, 50);

Conclusion : The core of the animation is interpolation, which ensures continuous and smooth updates of both position and rotation each frame. While fitting Bézier curves could produce a more perfect path, the sampled points combined with linear interpolation are sufficient for a practical and performant animation.