Managing wellbore cement compositions based on material characteristics

A system comprising:

• a plurality of sensors configured to detect a plurality of characteristics of a cement sample obtained from a wellbore and transmit sensor signals representing the plurality of characteristics;
• a processing device communicatively coupled to the plurality of sensors;
• and
• a memory device comprising instructions that are executable by the processing device for causing the processing device to:
• receive the sensor signals from the plurality of sensors;
• generate a three-dimensional mapping of particles in the cement sample based on the sensor signals, the three-dimensional mapping representing three-dimensional spatial relationships between the particles in the cement sample;
• compare the three-dimensional mapping to a plurality of baseline three-dimensional mappings in a database to identify at least one material characteristic of the cement sample;
• and
• output information usable for preparing a cement mixture based on the at least one material characteristic of the cement sample from the wellbore.

A non-transitory computer-readable medium comprising program code that is executable by a processing device for causing the processing device to:

• receive sensor signals from a plurality of sensors, the sensor signals representing a plurality of characteristics of a cement sample obtained from a wellbore;
• generate a three-dimensional mapping of particles in the cement sample based on the sensor signals, the three-dimensional mapping representing three-dimensional spatial relationships between the particles in the cement sample;
• compare the three-dimensional mapping to a plurality of baseline three-dimensional mappings in a database to identify at least one material characteristic of the cement sample;
• and
• output information usable for preparing a cement mixture based on the at least one material characteristic of the cement sample from the wellbore.