Travel demand forecasting is the process of estimating future travel patterns and behaviors based on various factors, including demographics, land use, economic conditions, and transportation infrastructure. This method plays a crucial role in planning for transportation systems, helping policymakers and engineers allocate resources effectively and address potential congestion or service needs before they arise.