The invention discloses a novel conveying system with a sweeping device. The novel conveying system comprises a left guide rail plate, a right guide rail plate, a left support, a right support, guide posts, springs, Haff blocks, a supporting shaft and scraper devices. The left support and the right support which are formed in an integrated machining mode through a mold are locked in a vertical kidney-shaped hole in the left guide rail plate and a vertical kidney-shaped hole in the right guide rail plate through bolts respectively and are in a fixed state with adjustable vertical positions, the guide posts with the springs are vertically connected in the left support and the right support in a penetrating mode, the Haff blocks are horizontally connected to the guide posts and connected with one ends of the springs, the other ends of the springs are fixedly connected to the upper ends or the lower ends of the guide posts, the supporting shaft is connected to the Haff blocks in the left support and the right support in a penetrating mode, and the multiple scraper devices are evenly connected to the supporting shaft in the axial direction of the supporting shaft and in the state that the scraper devices correspond to sweeping rubber belts or the surface of a conveying line. The novel conveying system with the sweeping device is compact in structure, stable in use, high in adjusting and matching precision and accurate in match and effectively improves sweeping efficiency and sweeping safety.