Mining goes Digital Proceedings of the 39th International Symposium 'Application of Computers and Operations Research in the Mineral Industry' (APCOM 2019), June 4-6, 2019, Wroclaw, Poland

General aspects of digital transformation in mining

The so-called “Green Paradox”
A.B. Bendiek & M.P. Bendiek

Digital technology trends and their implementation in the mining industry
L. Barnewold

Virtual reality mine: A vision for digitalised mining engineering education
R. Suppes, Y. Feldmann, A. Abdelrazeq & L. Daling

Investing in engineering, research and education in Africa to derive a roadmap for ensuring local digital mining success
W. Assibey-Bonsu

The application of correlation models for the analysis of market risk factors in KGHM capital group
Ł. Bielak, P. Miśta, A. Michalak & A. Wyłomańska

Improvement of investment processes in mining company by implementation of project management system
M. Wach & I. Chomiak-Orsa

Resource estimation and geostatistics

An approach for drilling pattern simulation
G. Usero, S. Misk & A. Saldanha

Application of Locally Varying Anisotropy (LVA) kriging at the Grasberg porphyry Cu-Au-Ag deposit, Papua, Indonesia
A. Issel, A. Schwarz, K. Moss & R. Rossi†

Multivariate geostatistical simulation using principal component analysis
M. Bolgkoranou & J.M. Ortiz

Application of ASTER multispectral data and hyperspectral spectroscopy for phosphate exploration
N. Mezned, A. Fatnassi & S. Abdeljaouad

Multivariate Gaussian process for distinguishing geological units using measure while drilling data
K.L. Silversides & A. Melkumyan

Machine learning classification of geochemical and geophysical data
L. Huang, M. Balamurali & K.L. Silversides

Covariance table and PPMT: Spatial continuity mapping of multiple variables
J. Kloeckner, C.Z. da Silva & J.F.C.L. Costa

Optimal drill hole spacing for resource classification
M. Nowak & O. Leuangthong

Geostatistical simulation with heterotopic soft data without the LMC
C.P. Araújo, M.A.A. Bassani & J.F.C.L. Costa

Application of localized multivariate uniform conditioning and conditional simulation for a stockwork niobium deposit
L. Bertossi, D. Raposo, J. Watanabe, S. Silva & G. Usero

MILP framework for open pit and underground mining transitions evaluation
B.O. Afum & E. Ben-Awuah

Multi-collocated cokriging: An application to grade estimation in the mining industry
N. Madani

Recursive convolutional neural networks in a multiple-point statistics framework
S. Avalos & J.M. Ortiz

Grade estimation in a tabular deposit using unstructured grids
M.A.A. Bassani, C.P. Araújo & J.F.C.L. Costa

Influence of drilling spacing on the mineral resources uncertainty
C.J.E. Silva, M.A.A. Bassani & J.F.C.L. Costa

Evolving estimation techniques for an evolving world class stratiform copper deposit at Kamoa-Kakula, Democratic Republic of the Congo
G. Gilchrist

Critical review of mineral resource classification techniques in the gold mining industry
S.K.A. Owusu & K. Dagdelen

Transforming exploration data through machine learning
I.W.S. Whitehouse & W. Slabik

Rock mass characterization using MWD data and photogrammetry
S. Manzoor, S. Liaghat, A. Gustafson, D. Johansson & H. Schunnesson

Ore grade prediction using informative features of MWD data
S. Liaghat, A. Gustafson, D. Johansson & H. Schunnesson

Recoverable resource estimation mixing different quality of data
C.R.O. Mariz, A. Prior & J. Benndorf

Declustering weights as a measure of average sample spacing, applications in mineral resource classification
D.E. Hulse & R.C. Bryan

Mine planning in digital transformation

Multi stage dumping sequence—a new approach for waste disposal
B.T. Kuckartz & R.L. Peroni

Parametric analysis of the optimal depth of an open-pit gold mine
R. Motta, C. Porto, D. Machado & O.C. Souto

A procedure to generate optimized ramp designs using mathematical programming
N. Espejo, P. Nancel-Penard & N. Morales

Break line and shotpile surfaces modeling in design of large-scale blasts
S.V. Lukichev, O.V. Nagovitsyn & A.S. Shishkin

Incorporation of mineralisation risk into underground mine planning
R.C. Rosado, J.F.C.L. Costa & A.A. Saldanha

Economic optimization of rib pillars placement in underground mines
A.B. Andrade, A.R.C. Faria & P.C.B. Rampazzo

Performance assessment of antithetic random fields in a stochastic mine planning model
G. Nelis, N. Morales & J.M. Ortiz

A data science model on production level pillar stability at El Teniente mine
R.J. Quevedo, R.F. Quezada, R.A. Zepeda, S.A. Balboa, J.P. Vargas & S.A. Pérez

Incorporating grade uncertainty into sublevel stope sequencing
Y.A. Sari & M. Kumral

A spatial clustering algorithm for orebody classification and boundary setting
S. Li, Y.A. Sari & M. Kumral

Underground mine planning optimization process to improve values and reduce risks
H.H. Wang

Application of a digital model of deposit in Polish hard coal mines on the example of Polish Mining Group Ltd.
V. Sokoła-Szewioła & M. Poniewiera

Scheduling and dispatch

Improvements in plan-driven truck dispatching systems for surface mining
M. Samavati, A.W. Palmer, A.J. Hill & K.M. Seiler

Short-term production scheduling of multiple mines using genetic algorithms
P. Pathak & B. Samanta

A two-stage solution approach for a shift scheduling problem with a simultaneous assignment of machines and workers
C. Seifi, M. Schulze & J. Zimmermann

Understanding plan’s priorities: Short term scheduling optimization
A.B. Andrade & P.C.B. Rampazzo

Simulation and optimization framework for evaluating the mining operations
A. Moradi Afrapoli & H. Askari-Nasab

Framework of optimal operational indices for the open pit mines production scheduling problems
M.R. Moghaddam & E. Moosavi

Mine schedule optimization and mine operational realities: Bridging the gap
A. Chowdu, M. Goycoolea & A. Brickey

Optimization model for rostering and crew assignment for train transportation
J. Amaya, E. Molina, N. Morales & P. Uribe

Generating pushbacks using direct block mine production scheduling algorithm
C. Aras, K. Dagdelen & T. Johnson

Industrial internet of things and gamification applied to fleet and personnel management
S. Dessureault

Short-term open-pit mine production scheduling with hierarchical objectives
F. Manríquez, H. González & N. Morales

Mine operation and equipment

A deep learning approach for automated quality control of iron ores
A.K. Gorai, B.C. Balusa & U. Sameer

Comparison between regression models and neural networks applied to forecast geometallurgical variables
F.G.F. Niquini & J.F.C.L. Costa

The simulation of the excavation sites of coal mines
K.N. Kopylov, S.S. Kubrin & D.I. Blokhin

An operational data based framework for longwall shearer performance measurement
E. Yilmaz & M. Erkayaoglu

The digital mine eco-system
W.A.S. Fourie

Application of DEM-FEM methods in tests of loads on idlers
B. Doroszuk, R. Król & L. Gładysiewicz

Comprehensive, experimental verification of the effects of the lock-up function implementation in LHD haul trucks in the deep underground mine
T. Kaniewski, P. Śliwiński, J. Hebda-Sobkowicz & R. Zimroz

Analysis of dynamic external loads to haul truck machine subsystems during operation in a deep underground mine
P. Śliwiński, T. Kaniewski, J. Hebda-Sobkowicz, R. Zimroz & A. Wylomańska

Selection of variables acquired by the on-board monitoring system to determine operational cycles for haul truck vehicle
P. Śliwiński, M. Andrzejewski, T. Kaniewski, J. Hebda-Sobkowicz & R. Zimroz

An integrated simulation model for opportunistic maintenance
O. Golbasi, M. Olmez Turan & C. Karpuz

Approach of mining equipment performance with simulation of the use of autonomous trucks
W.S. Felsch Jr., A.F. Oliveira & C.E.A. Ortiz

Modelling and forecasting geometallurgical recovery at a phosphate mine
L.B. Andrade, I.E. Cabral & J.F.C.L. Costa

Artificial intelligence using real-time data
L.-P. Campeau & M. Dubois

LTE, 4G & 5G – Broadband mobile communications in mining applications
W. Santos

Development assumptions of a data and service management centre at KGHM S.A.
P. Pyda, P. Stefaniak & H. Dudycz

Mineberry—remote monitoring of abandoned shaft openings
B. vom Berg, F. Schmachtenberger, B. von Gruchalla, F. Wollnik, S. Klaß, A. Koschare, S. Schnell & J. Schliebs

Optimization of material logistics by using leading edge electronic Information and Communication Technologies (ICT) in underground coalmine
M.T. Stöttner

Mine safety in digital transformation

Development of blast-induced ground vibration wireless monitoring system
R. Prashanth & D.S. Nimaje

Increased safety in deep mining with IoT and autonomous robots
F. Günther, H. Mischo, R. Lösch, S. Grehl & F. Güth

Coupled CFD-DEM modelling of mine dust dispersion in underground roadway
L. Tan & T. Ren

Proximity detection of explosive methane clouds in longwall mines
J.F. Brune, H.S. Düzgün, G.E. Bogin Jr., A. Juganda, C. Strebinger, T. Nguyen, E. Isleyen & C. Demirkanr

Evaluation of trackless mobile machine collision management systems
H.A. Hamersma, P.S. Els & C.E. Doran

A sensitive carbon monoxide monitoring system for forecasting coal spontaneous combustion
Z.W. Wang, Y.F. Li, T.T. Zhang, Y.B. Wei & T.Y. Liu

Application of laser methane sensor in on-line monitoring of gas pipeline
G.X. Jin, H. Meng, G.H. Jia, W.W. Wang, H. Zhang, Z.D. Shi, T.Y. Liu, C.X. Song & Y.N. Ning

Fibre optic sensor for coal mine combustion detection
T.Y. Liu, X.J. Meng, F.Q. Wang, R.C. Li, M.Y. Hou, Z.W. Wang, J. Hu, Y.F. Li, L.Z. Ma, Y.B. Wei & S.X. Zhang

IoT and robotics

Lithological hyperspectral characterization for UAV sensor selection
F.S. Beretta, A.L. Rodrigues, R.L. Peroni, S.B. Rolim & J.F. Costa

High-resolution modeling of open-pit slopes using UAV and photogrammetry
R. Battulwar, J. Valencia, G. Winkelmaier, B. Parvin & J. Sattarvand

Enhancement of explosive energy distribution using UAVs and machine learning
J. Valencia, R. Battulwar, M. Zare Naghadehi & J. Sattarvand

The concept of walking robot for mining industry
B. Dębogórski, P. Sperzyński, M. Fiedeń, T. Ursel & A. Muraszkowski

State-of-the-art mechatronic systems for mining developed in Poland
D. Jasiulek, M. Malec, B. Polnik, K. Stankiewicz & S. Trenczek

Designing top layer in Internet of Things for underground mines
S. Feng & E. Ding

Emerging technology and synergies from other industries

Development of optimized processes in construction management supported by Building Information Modeling (BIM) with special focus on procurement: Case study at HOCHTIEF Polska
K. Boede

Development of a low-cost Proximity Warning System for mine equipment using smartphone and bluetooth beacons
J. Baek & Y. Choi

Version control system applied to resource modeling projects
C.Z. da Silva, Á.L. Rodrigues, J.F.C.L. Costa, J.L. Alves & A.M. Amaral

From machine construction to mechatronic system design: Digital Transformation is changing the way of thinking!
S. Kochanik, P. Dudzinski & C. Mueller

Rethinking mining transport: Trackless trains for mass transport in mining
G. Biro, C. Mueller, M. Juzwiak & G. Tabak

Interaction of man and machine: Lessons learned from aviation
F. Hovgaard, C. Mueller & G. Biro

Biography

Christoph Mueller, Winfred Assibey-Bonsu, Ernest Baafi, Christoph Dauber, Chris Doran, Marek Jaszczuk, Oleg Nagovitsy