Normally the reason beans set flowers and then drop them is….

Excessive temperature fluctuations. Great differences between day and night temperatures cause flowers to drop off. A sudden spike in heat will kill the pollen. Beans need to be watered evenly, but water always at the roots. Overhead watering can cause flowers to drop. Add additional mulch to try and keep soil temperature and moisture even.