This drying equipment is a novel horizontal batch vacuum dryer improved on the basis of introducing and absorbing domestic rake drying technology. Wet materials undergo conductive evaporation. A scraper agitator continuously removes materials on the heating surface and pushes them inside the vessel to form a circulating flow. The evaporated moisture is extracted by a vacuum pump.