Kelp drying plays an important role in kelp processing and storage. However, there are some challenge issues in the kelp drying, such as high labor cost and high power consumption. In order to solve these issues in kelp drying, reduce the labor intensity, save power consumption, and improve the quality of products, a new type of sea-belt drying system combining the natural drying method with the heat pump drying method has been proposed. The new system is based on a task force and cascading design and consists of 5 parts, namely, drying room, heat pump room, palletizing device, bridge part and control room. The automatic control system for the kelp drying includes data communication function, dry rod position tracking function, and environmental parameter measurement function. Without the manual labor, such as transport and tumble the fresh kelp, 50 drying rods hanging 100 kg of fresh kelp are automatically lifted to the drying room, a support frame with a length, width and height of 34.5 m × 6 m × 6.5 m for natural drying. The Siemens programmable logic controller (PLC) is used to communicate with the G120 inverter. The Universal Serial Interface (USS) protocol is employed to achieve long-distance acceleration and deceleration of the target position. The Process Field Bus (PROFIBUS) protocol is utilized to communicate with the Sick barcode positioning sensor to ensure accurate positioning of the drying rod. The rod track is used to synchronize the running motor and position the palletizing equipment. The limit switches are used to generate the trigger signal for kelp transmission from the drying room to the heat pump room, that is, the automatic bridge function. The heat pump drying method is to ensure the moisture content of kelp drying achieving high quality after the natural drying procedure. After completing the design of the automatic control system, several kelps are selected as the experimental samples. The test results showed that the walking motor can be adjusted by frequency conversion. The maximum speed is 20 m/min, the minimum speed is 3 m/min, and the maximum efficiency can be achieved before the target position 50 cm to start the deceleration. The distance between the two drying rods in the drying chamber is 37 cm and can also can be precisely located. After the natural drying procedure by the sun-drying and air-drying actually, the moisture content of kelp is about 60 %. When the natural drying level (subject to the sunlight-drying degree and air-drying degree) is insufficient, the kelp should be transfer from the drying room to the heat pump room for further drying. The rails of the drying chamber must be connected to the rails of the heat pump chamber. Then the drying rods hanging the kelp automatically are transferred to the support frame in the heat pump room with a length, width and height of 6.5 m × 6 m × 5.6 m. The distance between the two drying rods is 12 cm, which can be precisely located. The moisture content of kelps are dried to about 15.2% eventually, without sediment, impurity rate of 0%, grade I. The whole operation time is about 5.7 h. The results showed that the novel kelp drying system can achieve high quality products with very low energy consumption and labor cost. In addition, it can be used as a reference in the algae processing industry. [ABSTRACT FROM AUTHOR]