I have used Moody charts for estimating pipe run pressure drops throughout my career generally with good success. Until recently, I had not checked that the friction values from the operating system matched the values used in the design.
As part of the upgrade to a 75 mm diameter pneumatic conveying system, some line pressure drops were measured with only air flowing. When I plotted friction factors versus Reynolds number, rather than following a line of constant relative wall roughness the data cut across two of the lines suggesting that the roughness varied with Reynolds number.
Has anyone made a similar observation? Are the pressure drop data in error? Or does a Moody chart not match all possible internal pipe surface conditions?