This is a real-world dataset in a full-service supply chain company to evaluate the performance of the researchers' proposed battery electric truck dispatching strategy. We generated four instances ranging from 47 to 90 customers based on the real-world dataset, the typical one-day historical movements of a heavy-duty diesel truck fleet that operated in the Riverside and San Bernardino County regions of California.