Follow the saga of this issue on a parallel forum:
HP are fully aware of the concompatibility of IE11 and Windows 8.1 with a range of MFP. HP has chosen not to inform their customers. It has taken me 6 months of constant contacting HP. Fortunately, my printer is still under warranty.