Abstract
The former Homestake gold mine in Lead, South Dakota, was selected as the site for DUSEL (Deep Underground Science and Engineering Laboratory) by the National Science Foundation. Several reports were done by a consortium of companies concerning geological and geotechnical studies performed at 4850 level. In this paper a summary of these studies are presented. The geotechnical information was used for the development of new geomechanical characterization models using Data Mining techniques in the scope of the DUSEL project. Models for RMR, Q and GSI were developed using several algorithms, as well as models applying Bayesian networks.
| Original language | English (US) |
|---|---|
| Title of host publication | 46th US Rock Mechanics / Geomechanics Symposium 2012 |
| Pages | 892-905 |
| Number of pages | 14 |
| State | Published - Dec 1 2012 |
| Externally published | Yes |
| Event | 46th US Rock Mechanics / Geomechanics Symposium 2012 - Chicago, IL, United States Duration: Jun 24 2012 → Jun 27 2012 |
Publication series
| Name | 46th US Rock Mechanics / Geomechanics Symposium 2012 |
|---|---|
| Volume | 2 |
Conference
| Conference | 46th US Rock Mechanics / Geomechanics Symposium 2012 |
|---|---|
| Country | United States |
| City | Chicago, IL |
| Period | 6/24/12 → 6/27/12 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Geotechnical Engineering and Engineering Geology
Cite this
}
Models for geomechanical characterization of the rock mass formations at DUSEL using data mining techniques. / Sousa, L. R.; Miranda, T.; Roggenthen, W.; Sousa, R. L.
46th US Rock Mechanics / Geomechanics Symposium 2012. 2012. p. 892-905 (46th US Rock Mechanics / Geomechanics Symposium 2012; Vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Models for geomechanical characterization of the rock mass formations at DUSEL using data mining techniques
AU - Sousa, L. R.
AU - Miranda, T.
AU - Roggenthen, W.
AU - Sousa, R. L.
PY - 2012/12/1
Y1 - 2012/12/1
N2 - The former Homestake gold mine in Lead, South Dakota, was selected as the site for DUSEL (Deep Underground Science and Engineering Laboratory) by the National Science Foundation. Several reports were done by a consortium of companies concerning geological and geotechnical studies performed at 4850 level. In this paper a summary of these studies are presented. The geotechnical information was used for the development of new geomechanical characterization models using Data Mining techniques in the scope of the DUSEL project. Models for RMR, Q and GSI were developed using several algorithms, as well as models applying Bayesian networks.
AB - The former Homestake gold mine in Lead, South Dakota, was selected as the site for DUSEL (Deep Underground Science and Engineering Laboratory) by the National Science Foundation. Several reports were done by a consortium of companies concerning geological and geotechnical studies performed at 4850 level. In this paper a summary of these studies are presented. The geotechnical information was used for the development of new geomechanical characterization models using Data Mining techniques in the scope of the DUSEL project. Models for RMR, Q and GSI were developed using several algorithms, as well as models applying Bayesian networks.
UR - http://www.scopus.com/inward/record.url?scp=84873262165&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84873262165&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9781622765140
T3 - 46th US Rock Mechanics / Geomechanics Symposium 2012
SP - 892
EP - 905
BT - 46th US Rock Mechanics / Geomechanics Symposium 2012
ER -