Need to watch what your doing here, acrylic is quite brittle & drilling a smaller hole to tap the dowel into could cause stress fractures to develop over time. There are better adhesives available that might be a better option, penloc is one suitable for acrylic I use a company called Eurobond for adhesives & they are always helpful, don't have a number to hand for them though.