Railway platforms present significant safety challenges for pedestrians and passengers,
especially with fast-moving trains. Traditional warning systems often fail to adequately alert
individuals in a timely manner.These algorithms will analyze historical train patterns,
dynamically optimizing lighting signals based on real-time data.