Material property value estimating method, material property value estimating device, and steel-strip manufacturing method

1. A material property value estimating method of estimating a material property value of a target steel-strip product manufactured via at least one of a reheating process, a rolling process, and a cooling process, which are performed while a target material is being conveyed along a conveyance route, the material property value estimating method comprising:

an estimating step of estimating a material property value of each of meshes dividing the target steel-strip product based on a measured value that has been measured once or more by a measuring device installed on the conveyance route, the measured value including at least a temperature of the target material; and a chemical composition per component of the target steel-strip product;

an associating step of associating values of manufacturing condition items with the material property value, the values of manufacturing condition items including a chemical composition per component of a steel-strip product manufactured in the past and a measured value by the measuring device, the measured value collected in a manufacturing process of the steel-strip product manufactured in the past;

a storage step of storing the associated values as an actual result data for each corresponding one of meshes dividing the steel-strip product; and

a collecting step of collecting the measured value for each one of the meshes dividing the target steel-strip product, by obtaining the measured value by the measuring device in a manufacturing process of the target steel-strip product while tracking a measurement position of the measured value, wherein

the estimating step includes:

setting the chemical composition per component of the target steel-strip product and the measured value collected for each of the meshes as the values of manufacturing condition items related to the target steel-strip product; and

estimating, for each of the meshes, by using the actual result data, the material property value corresponding to the values of manufacturing condition items related to the target steel-strip product;

in the estimating step, a similarity between the values of manufacturing condition items related to the target steel-strip product and values of manufacturing condition items related to the steel-strip product manufactured in the past is calculated for each of the meshes, and the material property value corresponding to values of manufacturing condition items having the smallest similarity is estimated to be the material property value of each of the meshes,

the meshes are three-dimensional meshes, and

the estimating step elects the values of manufacturing condition items related to the target steel-strip product manufactured in the past for the meshes having same positions in a depth direction and calculates the similarity for the elected values of manufacturing condition items.

2. The material property value estimating method according to claim 1 , further comprising a display processing step of generating a property-value distribution image representing a distribution state of the material properties in the target steel-strip product based on the estimated material property value for each of the meshes, and displaying the property-value distribution image on the display device.

3. The material property value estimating method according to claim 1 , further comprising a distinguishment information outputting step of outputting distinguishably whether or not usable for a predetermined use, by performing threshold processing of the estimated material property value of each of the meshes.

4. The material property value estimating method according to claim 1 , wherein the measured value includes a measured value of: thickness of the target material or target steel-strip in the rolling process measured by a dimension meter; or temperature of the steel-strip in the cooling process measured by a thermometer.

5. The material property value estimating method according to claim 1 , wherein the estimating step calculates the similarity for the elected values of the manufacturing condition items by sequentially calculating a sum of squares of differences between the values of the manufacturing condition items related to the target steel-strip product and the values of the manufacturing condition items related to the steel-strip product manufactured in the past for each of the manufacturing condition items.

6. A method of manufacturing a steel-strip manufactured via at least one of a reheating process, a rolling process, and a cooling process, which are performed while a target material is being conveyed along a conveyance route, the method comprising:

an estimating step of estimating a material property value of each of meshes dividing the steel-strip based on: a measured value that has been measured once or more by a measuring device installed on the conveyance route, the measured value including at least a temperature of the target material; and a chemical composition per component of the steel-strip; and

a cutting step of determining a boundary position between a qualified portion and a disqualified portion in the steel-strip by performing threshold processing of the estimated material property value of each of the meshes, and cutting the steel-strip at the determined boundary position;

an associating step of associating values of manufacturing condition items with the material property value, the values of manufacturing condition items including a chemical composition per component of a steel-strip product manufactured in the past and a measured value by the measuring device, the measured value collected in a manufacturing process of the steel-strip product manufactured in the past;

a storage step of storing the associated values as an actual result data for each corresponding one of meshes dividing the steel-strip product; and

a collecting step of collecting the measured value for each one of the meshes dividing the steel-strip product, by obtaining the measured value by the measuring device in a manufacturing process of the steel-strip product while tracking a measurement position of the measured value, wherein

the estimating step includes:

setting the chemical composition per component of the steel-strip product and the measured value collected for each of the meshes as the values of manufacturing condition items related to the steel-strip product; and

estimating, for each of the meshes, by using the actual result data, the material property value corresponding to the values of manufacturing condition items related to the steel-strip product;

in the estimating step, a similarity between the values of manufacturing condition items related to the steel-strip product and values of manufacturing condition items related to the steel-strip product manufactured in the past is calculated for each of the meshes, and the material property value corresponding to values of manufacturing condition items having the smallest similarity is estimated to be the material property value of each of the meshes,

the meshes are three-dimensional meshes, and

the estimating step elects the values of manufacturing condition items related to the steel-strip product manufactured in the past for the meshes having same positions in a depth direction and calculates the similarity for the elected values of manufacturing condition items.

7. A method of manufacturing a steel-strip manufactured via at least one of a reheating process, a rolling process, and a cooling process, which are performed while a target material is being conveyed along a conveyance route, the method comprising:

an estimating step of estimating a material property value of each of meshes dividing the a target steel-strip product based on: a measured value that has been measured once or more by a measuring device installed on the conveyance route, the measured value including at least a temperature of the target material; and a chemical composition per component of the target steel-strip product; and

a manufacturing condition determining step of changing one or more settings of manufacturing conditions of the steel-strip, based on a difference between the estimated material property value of each of the meshes and a required specification of material property value;

an associating step of associating values of manufacturing condition items with the material property value, the values of manufacturing condition items including a chemical composition per component of a steel-strip product manufactured in the past and a measured value by the measuring device, the measured value collected in a manufacturing process of the steel-strip product manufactured in the past;

a storage step of storing the associated values as an actual result data for each corresponding one of meshes dividing the steel-strip product; and a collecting step of collecting the measured value for each one of the meshes dividing the target steel-strip product, by obtaining the measured value by the measuring device in a manufacturing process of the target steel-strip product while tracking a measurement position of the measured value, wherein

the estimating step includes:

setting the chemical composition per component of the target steel-strip product and the measured value collected for each of the meshes as the values of manufacturing condition items related to the target steel-strip product; and

estimating, for each of the meshes, by using the actual result data, the material property value corresponding to the values of manufacturing condition items related to the target steel-strip product;

in the estimating step, a similarity between the values of manufacturing condition items related to the target steel-strip product and values of manufacturing condition items related to the steel-strip product manufactured in the past is calculated for each of the meshes, and the material property value corresponding to values of manufacturing condition items having the smallest similarity is estimated to be the material property value of each of the meshes,

the meshes are three-dimensional meshes, and

the estimating step elects the values of manufacturing condition items related to the target steel-strip product manufactured in the past for the meshes having same positions in a depth direction and calculates the similarity for the elected values of manufacturing condition items.

8. The method of manufacturing the steel-strip according to claim 7 , wherein the measured value includes a measured value of: thickness of the target material or a target steel-strip in the rolling process measured by a dimension meter; or temperature of the steel-strip in the cooling process measured by a thermometer.