The ASHRAE standard 90.1 provides specific thickness recommendations for different pipe sizes and temperature ranges. The thickness of pipe insulation is determined by considering factors such as the temperature of the fluid being transported, the size of the pipe, environmental considerations, fire resistance, and energy efficiency. By following ASHRAE standards, engineers can ensure that their pipe insulation meets the required specifications for optimal performance.