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Freeport-McMoRanPatent grant

Freeport Minerals was granted a patent for predictive mine irrigation control.

What happened

In September 2026 Freeport Minerals patented forecasting technology for activating deep raffinate injection at mining sites based on ore placement and production conditions.

Source

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.

patents.google.com/patent/US12731086Read the full source

Extracted by Autobound

From the Signal API record
Signal
Patent grant

What this signalsA new patent often shows where a company is putting its R&D budget.

Grant date
Sep 8, 2026
Inventors
4
Tech area
business methods / CRM / fintech
Patent number
US12731086

The full record

From the Signal API record

People

  • Dana GeislingerInventor
  • Travis GaddieInventor
  • Margaret Alden TinsleyInventor
  • Muneeb AlamInventor
  • Steven Chad RichardsonInventor
  • Akaash SanyalInventor

Details

Primary CPC class
G06Q 10/04 (Data processing systems for administrative, commercial, financial, managerial or supervisory purposes)
USPTO assignee
Freeport minerals corporation
What the invention does
A predictive system that combines past mine data with future assumptions to decide when and where to inject raffinate deep into ore piles.

Topics and mentions

Tags

  • Intellectual Property
  • Research & Development
  • Machine Learning
  • Analytics & Insights
  • Automation

Technologies named

  • predictive modeling
  • mining analytics
  • process automation
  • raffinate injection

Extraction

Detected
Sep 15, 2026
signal_type
patents-company
signal_subtype
patentGrant

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This page shows a preview. The full patents-company record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
Show the full JSONThe record on this page and the API request

GET /v1/signals/cc3b7859-dea5-55fd-8b21-8860b0076127 returns this record as JSON. POST /v1/companies/enrich returns every signal for fcx.com.

{
  "signal_id": "cc3b7859-dea5-55fd-8b21-8860b0076127",
  "signal_type": "patents-company",
  "signal_subtype": "patentGrant",
  "detected_at": "2026-09-15T03:19:27+00:00",
  "company": {
    "name": "Freeport-McMoRan",
    "domain": "fcx.com"
  },
  "data": {
    "cpc": [
      {
        "code": "G06Q 10/04",
        "label": "Data processing systems for administrative, commercial, financial, managerial or supervisory purposes"
      },
      {
        "code": "C22B 3/06"
      },
      {
        "code": "C22B 15/0067"
      },
      {
        "code": "C22B 15/0095"
      },
      {
        "code": "G06Q 10/0631",
        "label": "Data processing systems for administrative, commercial, financial, managerial or supervisory purposes"
      }
    ],
    "tags": [
      "Intellectual Property",
      "Research & Development",
      "Machine Learning",
      "Analytics & Insights",
      "Automation"
    ],
    "detail": "In September 2026 Freeport Minerals patented forecasting technology for activating deep raffinate injection at mining sites based on ore placement and production conditions.",
    "summary": "Freeport Minerals was granted a patent for predictive mine irrigation control.",
    "event_at": "2026-09-08",
    "inventors": [
      {
        "name": "Dana Geislinger",
        "status": "resolved",
        "is_primary": true,
        "linkedin_url": "https://www.linkedin.com/in/dana-geislinger-8b2489162"
      },
      {
        "name": "Travis Gaddie",
        "status": "resolved",
        "is_primary": false,
        "linkedin_url": "https://www.linkedin.com/in/tgaddie"
      },
      {
        "name": "Margaret Alden Tinsley",
        "status": "unresolved",
        "is_primary": false
      },
      {
        "name": "Muneeb Alam",
        "status": "unresolved",
        "is_primary": false
      },
      {
        "name": "Steven Chad Richardson",
        "status": "unresolved",
        "is_primary": false
      },
      {
        "name": "Akaash Sanyal",
        "status": "unresolved",
        "is_primary": false
      },
      {
        "name": "Raquel Crossman",
        "status": "resolved",
        "is_primary": false,
        "linkedin_url": "https://www.linkedin.com/in/raquel-crossman-82688a99"
      },
      {
        "name": "Tianfang Ni",
        "status": "unresolved",
        "is_primary": false
      }
    ],
    "tech_area": "business methods / CRM / fintech",
    "event_kind": "grant_date",
    "grant_date": "2026-09-08",
    "source_url": "https://patents.google.com/patent/US12731086",
    "cpc_primary": {
      "code": "G06Q 10/04",
      "label": "Data processing systems for administrative, commercial, financial, managerial or supervisory purposes"
    },
    "patent_title": "System and method for activating deep raffinate injection based on ore placement",
    "patent_number": "US12731086",
    "uspto_assignee": "FREEPORT MINERALS CORPORATION",
    "patent_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.",
    "precision_class": "structural",
    "invention_explanation": "A predictive system that combines past mine data with future assumptions to decide when and where to inject raffinate deep into ore piles.",
    "technologies_mentioned": [
      "predictive modeling",
      "mining analytics",
      "process automation",
      "raffinate injection"
    ]
  }
}

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