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公开(公告)号:US12260371B2
公开(公告)日:2025-03-25
申请号:US17850895
申请日:2022-06-27
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Muneeb Alam , Steven Chad Richardson , Akaash Sanyal , Raquel Crossman , Tianfang Ni , Cory A. Demieville , Luke Gerdes , Robyn Freeman , Oleksandr Klesov , Luciano Kiniti Issoe
IPC: G06Q10/0631 , G06Q10/0639 , G06Q10/087 , G06Q50/02
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US20250044094A1
公开(公告)日:2025-02-06
申请号:US18925279
申请日:2024-10-24
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Luciano Kiniti Issoe , Tianfang Ni , Luke Gerdes , Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Muneeb Alam , Steven Chad Richardson , Akaash Sanyal , Raquel Crossman , Cory A. Demieville , Robyn Freeman , Oleksandr Klesov
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US12169796B2
公开(公告)日:2024-12-17
申请号:US18433776
申请日:2024-02-06
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Muneeb Alam , Steven Chad Richardson , Akaash Sanyal , Raquel Crossman , Tianfang Ni , Cory A. Demieville , Luke Gerdes , Robyn Freeman , Oleksandr Klesov , Luciano Kiniti Issoe
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US12288170B2
公开(公告)日:2025-04-29
申请号:US18804441
申请日:2024-08-14
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Steven Chad Richardson , Raquel Crossman , Cristian Caro , Kevin Cheng , Rosemary D. Blosser , Amelia Briggs
IPC: C22B15/00 , C22B3/06 , G06Q10/04 , G06Q10/0631 , G06Q50/02
Abstract: The system may include a secondary irrigation feature that determines a percent of overlap of each of a plurality of submodules in a second lift over each of a plurality of submodules in a first lift and adjusts at least one of leaching operations or a leaching model based on the total tonnage weighted average of metal in the second lift. The method may further comprise determining an acid gap based on a difference between total acid given and total acid consumption; and further adjusting at least one of the leaching operations or the leaching model based on the acid gap. The method may further comprise determining a percentage of compacted material based on the material that is compacted and irrigated divided by the material that is irrigated; and further adjusting at least one of the leaching operations or the leaching model based on the percentage of compacted material.
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公开(公告)号:US12099942B2
公开(公告)日:2024-09-24
申请号:US18485143
申请日:2023-10-11
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Steven Chad Richardson , Raquel Crossman , Cristian Caro , Kevin Cheng , Rosemary D. Blosser , Amelia Briggs
CPC classification number: G06Q10/04 , C22B3/06 , C22B15/0067 , C22B15/0095 , G06Q10/0631 , G06Q50/02
Abstract: The system may include a secondary irrigation feature that determines a percent of overlap of each of a plurality of submodules in a first lift over each of a plurality of submodules in a second lift and adjusts at least one of leaching operations or a leaching model based on the total tonnage weighted average of metal in the second lift. The method may further comprise determining an acid gap based on a difference between total acid given and total acid consumption; and further adjusting at least one of the leaching operations or the leaching model based on the acid gap. The method may further comprise determining a percentage of compacted material based on the material that is compacted and irrigated divided by the material that is irrigated; and further adjusting at least one of the leaching operations or the leaching model based on the percentage of compacted material.
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公开(公告)号:US20240124951A1
公开(公告)日:2024-04-18
申请号:US18398613
申请日:2023-12-28
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Muneeb Alam , Steven Chad Richardson , Akaash Sanyal , Raquel Crossman , Tianfang Ni , Cory A. Demieville , Luke Gerdes , Robyn Freeman , Oleksandr Klesov , Luciano Kiniti Issoe
IPC: G06Q10/04 , C22B3/06 , C22B15/00 , G06Q10/0631 , G06Q50/02
CPC classification number: G06Q10/04 , C22B3/06 , C22B15/0067 , C22B15/0095 , G06Q10/0631 , G06Q50/02
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US20230417724A1
公开(公告)日:2023-12-28
申请号:US17850866
申请日:2022-06-27
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Cory A. Demieville , Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Muneeb Alam , Steven Chad Richardson , Akaash Sanyal , Raquel Crossman , Tianfang Ni , Luke Gerdes , Robyn Freeman , Oleksandr Klesov , Luciano Kiniti Issoe
CPC classification number: G01N33/24 , G01N15/0227
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US11823099B1
公开(公告)日:2023-11-21
申请号:US18306749
申请日:2023-04-25
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Luciano Kiniti Issoe , Tianfang Ni , Oleksandr Klesov , Luke Gerdes , Raquel Crossman , Muneeb Alam , Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Steven Chad Richardson , Akaash Sanyal , Cory A. Demieville , Robyn Freeman
IPC: G06Q10/04 , G06Q50/02 , C22B15/00 , C22B3/06 , G06Q10/0631
CPC classification number: G06Q10/04 , C22B3/06 , C22B15/0067 , C22B15/0095 , G06Q10/0631 , G06Q50/02
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US20240403790A1
公开(公告)日:2024-12-05
申请号:US18807126
申请日:2024-08-16
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Oleksandr Klesov , Luke Gerdes , Dana Geislinger , Margaret Alden Tinsley , Robyn Freeman , Akaash Sanyal , Muneeb Alam , Raquel Crossman , Travis Gaddie , Steven Chad Richardson , Tianfang Ni , Cory A. Demieville , Luciano Kiniti Issoe
IPC: G06Q10/0637 , C22B15/00 , G01N33/24 , G06Q50/02
Abstract: The method may comprise receiving historical data (e.g., mineralogy data, irrigation data, raffinate data, heat data, lift height data, geographic data on ore placement and/or blower data); training a predictive model using the historical data to create a trained predictive model; adding future assumption data to the trained predictive model; running the forecast engine for a plurality of parameters to obtain forecast data for a mining production target; comparing the forecast data for the mining production target to the actual data for the mining production target; determining deviations between the forecast data and the actual data, based on the comparing; and changing each of the plurality of parameters from the forecast data to the actual data to determine a contribution to the deviations for each of the plurality of parameters.
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公开(公告)号:US20240403739A1
公开(公告)日:2024-12-05
申请号:US18804547
申请日:2024-08-14
Applicant: FREEPORT MINERALS CORPORATION
Inventor: Dana Geislinger , Travis Gaddie , Margaret Alden Tinsley , Steven Chad Richardson , Raquel Crossman , Cristian Caro , Kevin Cheng , Rosemary D. Blosser , Amelia Briggs
IPC: G06Q10/04 , C22B3/06 , C22B15/00 , G06Q10/0631 , G06Q50/02
Abstract: The system may include a secondary irrigation feature that determines a percent of overlap of each of a plurality of submodules in a first lift over each of a plurality of submodules in a second lift and adjusts at least one of leaching operations or a leaching model based on the total tonnage weighted average of metal in the second lift. The method may further comprise determining an acid gap based on a difference between total acid given and total acid consumption; and further adjusting at least one of the leaching operations or the leaching model based on the acid gap. The method may further comprise determining a percentage of compacted material based on the material that is compacted and irrigated divided by the material that is irrigated; and further adjusting at least one of the leaching operations or the leaching model based on the percentage of compacted material.
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