Systems for automated loading of blastholes and methods related thereto
Systems for automatedly delivering explosives with variable densities are disclosed herein. Methods of automatedly delivering explosives with variable densities are disclosed herein. Methods of determining an emulsion explosive density profile are disclosed herein.
1. A method of delivering explosives comprising:
receiving dimensions of a blasthole;
determining any change points within a geologic profile, wherein determining any change points comprises:
calculating a cumulative difference between actual geologic values and a mean of the geologic values; and
determining a first peak value of the cumulative difference;
segmenting the geologic profile into one or more groups separated by any identified change points;
determining a target explosive energy value for each group based on a representative geologic value for each group, thereby generating a target explosive energy profile comprising target explosive energy values for each group; and
delivering an explosive with explosive energy values according to the target explosive energy profile.
2. The method of delivering explosives of claim 1 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a length of the blasthole.
3. The method of delivering explosives of claim 1 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a blast pattern.
4. The method of delivering explosives of claim 1 , further comprising comparing the first peak value to statistical noise in the actual geologic values and identifying the first peak value as a change point if the first peak value exceeds statistical noise.
5. The method of delivering explosives of claim 4 , wherein comparing the first peak value to statistical noise in the actual geologic values and identifying the first peak value as a change point if the first peak value exceeds statistical noise comprises:
randomizing the actual geologic values to generate a plurality of randomly ordered geologic profiles;
calculating a cumulative difference and peak value for each of the plurality of randomly ordered geologic profiles;
determining the percentage of random peak values that exceed the first peak value; and
identifying the first peak value as a change point if the percentage is less than a selected confidence value.
6. The method of delivering explosives of claim 1 , wherein determining a target explosive energy value for each group based on a representative geologic value for each group comprises determining a target emulsion density value for each group based on the representative geologic value for each group and wherein the target explosive energy profile comprises a target emulsion explosive density profile, and further comprising determining a maximum number of density changes achievable by delivery system equipment, a control system, or both.
7. The method of delivering explosives of claim 6 , wherein determining the maximum number of density changes achievable by the delivery system equipment comprises evaluating the following: parameters of a blasthole, flow rate of delivery system equipment, and control system for the delivery system equipment.
8. A method of delivering explosives comprising:
receiving dimensions of a blasthole;
determining any change points within a geologic profile;
segmenting the geologic profile into one or more groups separated by any identified change points;
determining a target explosive energy value for each group based on a representative geologic value for each group, thereby generating a target explosive energy profile comprising target explosive energy values for each group,
wherein determining a target explosive energy value for each group based on a representative geologic value for each group comprises determining a target emulsion density value for each group based on the representative geologic value for each group and wherein the target explosive energy profile comprises a target emulsion explosive density profile, and further comprising determining a maximum number of density changes achievable by delivery system equipment, a control system, or both; and
delivering an explosive with explosive energy values according to the target explosive energy profile.
9. The method of delivering explosives of claim 8 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a length of the blasthole.
10. The method of delivering explosives of claim 8 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a blast pattern.
11. The method of delivering explosives of claim 8 , wherein determining the maximum number of density changes achievable by the delivery system equipment comprises evaluating the following: parameters of a blasthole, flow rate of delivery system equipment, and control system for the delivery system equipment.
12. A method of delivering explosives comprising:
receiving dimensions of a blasthole;
determining any change points within a geologic profile;
segmenting the geologic profile into one or more groups separated by any identified change points;
determining a target explosive energy value for each group based on a representative geologic value for each group, thereby generating a target explosive energy profile comprising target explosive energy values for each group,
wherein determining a target explosive energy value for each group based on a representative geologic value for each group comprises determining a target emulsion density value for each group based on the representative geologic value for each group and wherein the target explosive energy profile comprises a target emulsion explosive density profile; and
delivering an explosive with explosive energy values according to the target explosive energy profile.
13. The method of delivering explosives of claim 12 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a length of the blasthole.
14. The method of delivering explosives of claim 12 , wherein the wherein the geologic profile comprises geologic values representing geologic characteristics along a blast pattern.
15. The method of delivering explosives of claim 12 , wherein determining any change points comprises:
calculating a cumulative difference between actual geologic values and a mean of the geologic values; and
determining a first peak value of the cumulative difference.
16. The method of delivering explosives of claim 12 , further comprising comparing the first peak value to statistical noise in the actual geologic values and identifying the first peak value as a change point if the first peak value exceeds statistical noise.
17. The method of delivering explosives of claim 12 , wherein comparing the first peak value to statistical noise in the actual geologic values and identifying the first peak value as a change point if the first peak value exceeds statistical noise comprises: randomizing the actual geologic values to generate a plurality of randomly ordered geologic profiles; calculating a cumulative difference and peak value for each of the plurality of randomly ordered geologic profiles; determining the percentage of random peak values that exceed the first peak value; and identifying the first peak value as a change point if the percentage is less than a selected confidence value.