If it does ok on the blue, but only has problems with the brown, I doubt it would be a machine problem. I notice in your photos that the problem seems to occur at the intersections of four fabrics. Also, the bobbin thread isn't catching. I'd try changing the needle. A sharper needle might be able to go through all those layers easier and catch the bobbin thread.