Arrangement and reinforcement of debris piles

A computer system for debris particle arrangement, the computer system comprising:

• one or more computer processors;
• one or more computer readable storage media;
• and
• program instructions stored on the computer readable storage media for execution by at least one of the one or more processors, the program instructions comprising:
• identifying, using a 3D scan, a shape of debris for disposal;
• determining, from the shape and using a convolutional neural network (CNN), a material type and estimated weight of the debris;
• performing, using one or more computer processors, a finite element method (FEM) analysis on the debris using the shape, material type, and estimated weight of the debris and environmental data of the dump site to predict a stable location of the debris in a dump site to place the debris;
• and
• unloading the debris from a transportation vehicle onto a pile at the predicted stable location, wherein the debris is loaded onto the transportation vehicle using a robotic component equipped with weight sensors.

A computer program product for debris particle arrangement, the computer program product comprising:

• a computer-readable storage medium having computer-readable program code embodied therewith, the computer-readable program code executable by one or more computer processors configured to perform operations comprising:
• identifying a shape of debris for disposal;
• determining, from the shape and using a convolutional neural network (CNN), a material type and estimated weight of the debris;
• performing, using one or more computer processors, a finite element method (FEM) analysis on the debris using the shape, material type, and estimated weight of the debris to predict a stable location of the debris in a dump site to place the debris, wherein a predicted stable arrangement is validated against a previously validated data set of a plurality of similar debris particles;
• unloading the debris from a transportation vehicle onto a pile at the predicted stable location;
• and
• monitoring, using a network of sensors, a stability level of the pile before and after the debris is placed on the pile, and upon determining that the stability level of the pile falls below a predetermined threshold or differs from a predicted stability level, adjusting parameters used in the FEM analysis of the debris to reflect the stability level of the pile.