Abstract: An operation risk evaluation system includes: a model storage unit configured to store a surrogate model that is a learned model of a relationship between an input that is a first feature amount of the operation and an output that is a second feature amount of the operation calculated by a predetermined simulation of one of the steps, the learned model being configured to surrogate for the predetermined simulation in which an output corresponding to an input having the same value has indeterminity different for each input; a prediction unit configured to predict a plurality of the second feature amounts having indeterminity corresponding to the first feature amount having the same value in the step; and a risk evaluation unit configured to evaluate a risk of the operation in the step based on the plurality of second feature amounts having indeterminity predicted by the prediction unit.

Abstract: An article management support apparatus sets coordinates indicating a position of an observation point and an observation direction from the observation point in a space including article storage spaces, acquires coordinates of an article picking opening of an article storage space within a predetermined range with respect to the position of the observation point and the observation direction, acquires information on the article stored in the article storage space corresponding to the article picking opening for which the coordinates are acquired, transforms the acquired coordinates of the article picking opening into coordinates on an image seen in the observation direction from the position of the observation point, generates an image for displaying the information on the article stored in the article storage space corresponding to the article picking opening for which the coordinates are acquired in association with a position of the transformed coordinates, and displays the generated image.

Abstract: A transportation plan generation apparatus can access transported item count information that stores a transportation date, a transported item, and a transported item count, transported item information that stores the transported item and a volume, and transportation fee information that stores a transportation means, a load volume, a fee for each period. The apparatus executes: detecting a first period, among a plurality of periods, during which the transportation volume for each period based on the transported item count and the volume exceeds a threshold; identifying second periods that are prior to the first period, and that don't correspond to the first period; determining a given second period during which the fee for the transportation means is less expensive than for the first period, among the second periods, to be a period to which a portion of the transportation volume of the first period is reallocated; and outputting a determination result.

Abstract: An article management support apparatus sets coordinates indicating a position of an observation point and an observation direction from the observation point in a space including article storage spaces, acquires coordinates of an article picking opening of an article storage space within a predetermined range with respect to the position of the observation point and the observation direction, acquires information on the article stored in the article storage space corresponding to the article picking opening for which the coordinates are acquired, transforms the acquired coordinates of the article picking opening into coordinates on an image seen in the observation direction from the position of the observation point, generates an image for displaying the information on the article stored in the article storage space corresponding to the article picking opening for which the coordinates are acquired in association with a position of the transformed coordinates, and displays the generated image.

Abstract: A shipping order allocation apparatus creates a group composed of shipping orders; acquires a time to start picking for the group; acquires blocks where articles included in the group are stored and calculates a total worktime for the picking of the group; determines whether the picking work for the group is completed by the earliest shipping time limit among shipping time limits of the shipping orders in the group, the time to start the picking, and the total worktime for the picking; calculates an evaluation value of the group for which the picking work is determined to be completed by the earliest shipping time limit, based on the blocks storing the articles included in the group; and determines whether to include the group in a result of allocation to groups, based on the evaluation value.

Abstract: A product shelf layout design device, in generating each of a plurality of product shelf layout design drafts, includes a product shelf group, a product allotment, a maximum storage amount, and resupply point in the product shelf layout design draft, calculates picking operation man-hours of each of the plurality of product shelf layout design drafts, calculates resupplying operation man-hours of each of the plurality of product shelf layout design drafts, and selects a product shelf layout design based on the picking operation man-hours and the resupplying operation man-hours of each of the plurality of product shelf layout design drafts.

Abstract: A shipping order allocation apparatus creates a group composed of shipping orders; acquires a time to start picking for the group; acquires blocks where articles included in the group are stored and calculates a total worktime for the picking of the group; determines whether the picking work for the group is completed by the earliest shipping time limit among shipping time limits of the shipping orders in the group, the time to start the picking, and the total worktime for the picking; calculates an evaluation value of the group for which the picking work is determined to be completed by the earliest shipping time limit, based on the blocks storing the articles included in the group; and determines whether to include the group in a result of allocation to groups, based on the evaluation value.