Albion were looking to end their draw run and they took the lead with a sweeping move in the first half - finished off by Karlan Grant.
They had two half chances before coming out in the second half and being penned in by Preston.
Emil Riis levelled for them before a frustrating end to the half with Albion struggling to create any real clear cut chances.