AUTOMATED GUIDED VEHICLE (AGV) SYSTEM AND AGV SCHEDULING METHOD
Provided are an AGV system and an AGV scheduling method for improving AGV utilization rate and the production line yield. The AGV scheduling method can include: acquiring an optimal value of a threshold of an AGV scheduling-related parameter, including: through a pre-established simulation model for a real AGV system, conducting a simulation on different values of the threshold of the AGV scheduling-related parameter to determine an obtained value of a related performance index at the corresponding value of the threshold; and taking the value of the threshold of the AGV scheduling-related parameter corresponding to the obtained value of the related performance index meeting the preset condition as the optimal value of the threshold of the AGV scheduling-related parameter; and using the optimal value of the threshold of the AGV scheduling-related parameter to conduct AGV scheduling in the real AGV system.
1 . An automated guided vehicle (AGV) scheduling method, comprising:
acquiring an optimal value of a threshold of an AGV scheduling-related parameter, comprising:
through a pre-established simulation model for a real AGV system, conducting a simulation on different values of the threshold of the AGV scheduling-related parameter to determine an obtained value of a related performance index at the corresponding value of the threshold; and
taking the value of the threshold of the AGV scheduling-related parameter corresponding to an obtained value of the related performance index meeting a preset condition as the optimal value of the threshold of the AGV scheduling-related parameter; and
using the optimal value of the threshold of the AGV scheduling-related parameter to conduct AGV scheduling in the real AGV system.
2 . The method according to claim 1 , wherein the threshold of the AGV scheduling-related parameter comprises one or both of a first threshold corresponding to the remaining material handling time of production equipment and a second threshold corresponding to a remaining electric quantity of AGVs, and wherein the related performance index comprises one or both of an AGV utilization rate and a production line yield.
3 . The method according to claim 1 , wherein when the remaining material handling time of the production equipment is lower than the first threshold, an AGV transport task is generated to schedule the AGVs to supply material to the production equipment, and in the case that the remaining electric quantity of the AGVs is lower than the second threshold, an AGV charging task is generated to schedule the AGVs to charging piles for charging.
4 . The method according to claim 1 , wherein the simulation is conducted according to at least one of the following factors to determine the obtained value of the related performance index: the number of work orders, the number of the AGVs, the number of the production equipment, the material handling rate of the production equipment, the transport capacity of the AGVs, the movement speed of the AGVs, the initial electric quantity of the AGVs, the ratio of the number of the AGVs to the number of AGV charging piles, and the charging rate of the AGVs.
5 . The method according to claim 1 , wherein the greater a quantity of the work orders is, the smaller a quantity of the AGVs is, the lower the production rate of the production equipment is, the higher the transport capacity of the AGVs is, the higher the movement speed of the AGVs is, the smaller the optimal value of the first threshold is.
6 . The method according to claim 1 , wherein the greater a quantity of the work orders is, the higher a ratio of a quantity of the AGVs to the number of the AGV charging piles is, the higher the charging rate of the AGVs is, the higher the movement speed of the AGVs is, the smaller the optimal value of the second threshold is.
7 . The method according to claim 1 , wherein the simulation is conducted on a value in a first range corresponding to the first threshold and/or a value in a second range corresponding to the second threshold to determine the corresponding production line yield.
8 . The method according to claim 1 , wherein the lower limit of the first range is calculated based on the transport capacity of the AGVs and the material handling rate of the production equipment, and the upper limit of the first range is calculated based on the transport capacity of the AGVs, the material handling rate of the production equipment and a material storage capacity of the production equipment.
9 . The method according to claim 1 , wherein the lower limit of the second range is calculated based on the current positions of the AGVs, the movement speed of the AGVs and the positions of the charging piles.
10 . The method according to claim 1 , wherein
the obtained value of the related performance index meeting the preset condition is a maximum value of the AGV utilization rate and/or a maximum value of the production line yield.
11 . The method according to claim 1 , wherein
the determined values of the first threshold corresponding to the maximum AGV utilization rate and/or the maximum production line yield are different for at least one part of the production equipment; and/or
the determined values of the second threshold corresponding to the maximum AGV utilization rate and/or the maximum production line yield are different for at least one part of the AGVs.
12 . The method according to claim 1 , wherein the simulation is performed through Plant Simulation or Flexsim software.
13 . An AGV system, comprising:
AGVs;
an AGV simulation system configured to acquire the optimal value of the threshold of the AGV scheduling-related parameter, comprising:
through a pre-established simulation model for a real AGV system, conducting a simulation on different values of the threshold of the AGV scheduling-related parameter to determine an obtained value of a related performance index at the corresponding value of the threshold; and
taking the value of the threshold of the AGV scheduling-related parameter corresponding to an obtained value of the related performance index meeting a preset condition as the optimal value of the threshold of the AGV scheduling-related parameter; and
an AGV scheduling controller configured to use the optimal value of the threshold of the AGV scheduling-related parameter to schedule the AGVs.
14 . The system according to claim 13 , wherein the threshold of the AGV scheduling-related parameter comprises one or both of the first threshold corresponding to the remaining material handling time of the production equipment and the second threshold corresponding to the remaining electric quantity of the AGVs, and wherein the related performance index comprises one or both of the AGV utilization rate and the production line yield.
15 . The system according to claim 13 , wherein when the remaining material handling time of the production equipment is lower than the first threshold, the AGV transport task is generated to schedule the AGVs to supply the material to the production equipment, and in the case that the remaining electric quantity of the AGVs is lower than the second threshold, the AGV charging task is generated to schedule the AGVs to the charging piles for charging.
16 . The system according to claim 13 , wherein
the obtained value of the related performance index meeting the preset condition is a maximum value of the AGV utilization rate and/or a maximum value of the production line yield.
17 . The system according to claim 13 , wherein
the determined values of the first threshold corresponding to the maximum AGV utilization rate and/or the maximum production line yield are different for at least one part of the production equipment; and/or
the determined values of the second threshold corresponding to the maximum AGV utilization rate and/or the maximum production line yield are different for at least one part of the AGVs.