Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations

Jari Havisto; Taras Matselyukh; Marko Paavola; Sanna Uusitalo; Marko Savolainen; Alfonso Sobrecueva González; Andreas Knobloch; Kamen Bogdanov

doi:10.1109/IGARSS47720.2021.9554181

Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations

Jari Havisto, Taras Matselyukh, Marko Paavola, Sanna Uusitalo, Marko Savolainen, Alfonso Sobrecueva González, Andreas Knobloch, Kamen Bogdanov

BA6301 Optical measurements

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

2 Citations (Scopus)

Abstract

Improved use of Earth observation, sensor and positioning data can offer additional exploitation and environmental control and increase the productivity of mines. The EU-funded Goldeneye project develops a Golden AI platform to allow satellites, drones and in situ sensors to collect high-resolution data from an entire mine. This data will be processed and converted into actionable intelligence in new tools offering improved safety, environmental observation, exploitation and increased extraction in pilot mines. The project will combine remote sensing and positioning technologies to take advantage of Earth observation and Earth GNSS data together with data fusion and processing powered by data analytics and machine learning algorithms. The benefits of Golden AI platform will be demonstrated in mining pilots in Bulgaria, Finland, Germany, Kosovo and Romania.

Original language	English
Title of host publication	2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	5775-5778
Number of pages	4
ISBN (Electronic)	978-1-6654-0369-6, 978-1-6654-0368-9
ISBN (Print)	978-1-6654-4762-1
DOIs	https://doi.org/10.1109/IGARSS47720.2021.9554181
Publication status	Published - 16 Jul 2021
MoE publication type	A4 Article in a conference publication
Event	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 - Brussels, Belgium, Brussels, Belgium Duration: 11 Jul 2021 → 16 Jul 2021

Conference

Conference	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021
Country/Territory	Belgium
City	Brussels
Period	11/07/21 → 16/07/21

Keywords

Earth
Productivity
Satellites
Europe
Tools
Raw materials
Sensors

Access to Document

10.1109/IGARSS47720.2021.9554181

Cite this

Havisto, J., Matselyukh, T., Paavola, M., Uusitalo, S., Savolainen, M., González, A. S., Knobloch, A., & Bogdanov, K. (2021). Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 5775-5778). [9554181] IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/IGARSS47720.2021.9554181

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title = "Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations",

abstract = "Improved use of Earth observation, sensor and positioning data can offer additional exploitation and environmental control and increase the productivity of mines. The EU-funded Goldeneye project develops a Golden AI platform to allow satellites, drones and in situ sensors to collect high-resolution data from an entire mine. This data will be processed and converted into actionable intelligence in new tools offering improved safety, environmental observation, exploitation and increased extraction in pilot mines. The project will combine remote sensing and positioning technologies to take advantage of Earth observation and Earth GNSS data together with data fusion and processing powered by data analytics and machine learning algorithms. The benefits of Golden AI platform will be demonstrated in mining pilots in Bulgaria, Finland, Germany, Kosovo and Romania.",

keywords = "Earth, Productivity, Satellites, Europe, Tools, Raw materials, Sensors",

author = "Jari Havisto and Taras Matselyukh and Marko Paavola and Sanna Uusitalo and Marko Savolainen and Gonz{\'a}lez, {Alfonso Sobrecueva} and Andreas Knobloch and Kamen Bogdanov",

note = "Funding Information: This project has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation programme under grant agreement number 869398.; IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 ; Conference date: 11-07-2021 Through 16-07-2021",

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doi = "10.1109/IGARSS47720.2021.9554181",

language = "English",

isbn = "978-1-6654-4762-1",

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Havisto, J, Matselyukh, T, Paavola, M, Uusitalo, S, Savolainen, M, González, AS, Knobloch, A & Bogdanov, K 2021, Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations. in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS., 9554181, IEEE Institute of Electrical and Electronic Engineers, pp. 5775-5778, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, 11/07/21. https://doi.org/10.1109/IGARSS47720.2021.9554181

Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations. / Havisto, Jari; Matselyukh, Taras; Paavola, Marko et al.
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE Institute of Electrical and Electronic Engineers, 2021. p. 5775-5778 9554181.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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AU - Havisto, Jari

AU - Matselyukh, Taras

AU - Paavola, Marko

AU - Uusitalo, Sanna

AU - Savolainen, Marko

AU - González, Alfonso Sobrecueva

AU - Knobloch, Andreas

AU - Bogdanov, Kamen

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AB - Improved use of Earth observation, sensor and positioning data can offer additional exploitation and environmental control and increase the productivity of mines. The EU-funded Goldeneye project develops a Golden AI platform to allow satellites, drones and in situ sensors to collect high-resolution data from an entire mine. This data will be processed and converted into actionable intelligence in new tools offering improved safety, environmental observation, exploitation and increased extraction in pilot mines. The project will combine remote sensing and positioning technologies to take advantage of Earth observation and Earth GNSS data together with data fusion and processing powered by data analytics and machine learning algorithms. The benefits of Golden AI platform will be demonstrated in mining pilots in Bulgaria, Finland, Germany, Kosovo and Romania.

KW - Earth

KW - Productivity

KW - Satellites

KW - Europe

KW - Tools

KW - Raw materials

KW - Sensors

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ER -

Havisto J, Matselyukh T, Paavola M, Uusitalo S, Savolainen M, González AS et al. Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE Institute of Electrical and Electronic Engineers. 2021. p. 5775-5778. 9554181 doi: 10.1109/IGARSS47720.2021.9554181

Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations

Abstract

Conference

Keywords

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Goldeneye: Earth observation and Earth GNSS data acquisition and processing platform for safe, sustainable and cost-efficient mining operations

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Golden AI Data Acquisition and Processing Platform for Safe, Sustainable and Cost-Efficient Mining Operations

Abstract

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Keywords

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Goldeneye: Earth observation and Earth GNSS data acquisition and processing platform for safe, sustainable and cost-efficient mining operations

Cite this