Research

@article{Gralczyk2021,

title = {Drill bit deterioration estimation with the Random Forest Regressor},

author = {Mateusz Goralczyk and Anna Michalak and Pawel Sliwinski},

url = {https://doi.org/10.1088/1755-1315/942/1/012013},

doi = {10.1088/1755-1315/942/1/012013},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012013},

publisher = {IOP Publishing},

keywords = {drilling rig, Machine Learning, prediction, process performance, Random Forest Regressor, SafeMe4Mine},

pubstate = {published},

tppubtype = {article}

}

@article{Zitek2021,

title = {Drill bit state-oriented drilling process classification with time-series data for wheeled drilling rigs},

author = {Bartlomiej Zietek and Jacek Wodecki and Anna Michalak and Pawel Sliwinski},

url = {https://doi.org/10.1088/1755-1315/942/1/012010},

doi = {10.1088/1755-1315/942/1/012010},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012010},

publisher = {IOP Publishing},

keywords = {classification, dendrogram, SafeMe4Mine, threshold-based segmentation, underground drilling},

pubstate = {published},

tppubtype = {article}

}