Data-driven modelling of the flocculation process on mineral processing tailings treatment
暂无分享,去创建一个
Andy Fourie | Chongchong Qi | Rugao Gao | Qiusong Chen | Qinli Zhang | A. Fourie | Qiu-song Chen | Chongchong Qi | R. Gao | Qinli Zhang | Xiaolin Tang | Xiaolin Tang
[1] J. Friedman. Greedy function approximation: A gradient boosting machine. , 2001 .
[2] Hongjiang Wang,et al. Control of waste rock-tailings paste backfill for active mining subsidence areas , 2018 .
[3] Qingxia Liu,et al. Effect of solution salinity on settling of mineral tailings by polymer flocculants , 2013 .
[4] Xiaolin Tang,et al. Slope stability prediction using integrated metaheuristic and machine learning approaches: A comparative study , 2018, Comput. Ind. Eng..
[5] Emmanuel Manlapig,et al. Designing mine tailings for better environmental, social and economic outcomes: a review of alternative approaches , 2014 .
[6] Xiao-yan Li,et al. Numerical simulation and experimental verification of particle coagulation dynamics for a pulsed input. , 2003, Journal of colloid and interface science.
[7] Bayram Ercikdi,et al. Predicting the uniaxial compressive strength of cemented paste backfill from ultrasonic pulse velocity test , 2016 .
[8] Andy Fourie,et al. Prediction of open stope hangingwall stability using random forests , 2018, Natural Hazards.
[9] Chemical and physical variables in polymer-induced flocculation , 1993 .
[10] R. Hogg,et al. Flocculation and dewatering , 2000 .
[11] Andy Fourie,et al. Neural network and particle swarm optimization for predicting the unconfined compressive strength of cemented paste backfill , 2018 .
[12] J. Soares,et al. Using acrylamide/propylene oxide copolymers to dewater and densify mature fine tailings , 2016 .
[13] B. Bussière. Colloquium 2004: Hydrogeotechnical properties of hard rock tailings from metal mines and emerging geoenvironmental disposal approaches , 2007 .
[14] Guowei Ma,et al. Comparative Study of Hybrid Artificial Intelligence Approaches for Predicting Hangingwall Stability , 2018, J. Comput. Civ. Eng..
[15] A. James,et al. Effect of polyacrylamide polymers on floc size and rheological behaviour of kaolinite suspensions , 2007 .
[16] Particle-size dependence on metal(loid) distributions in mine wastes: Implications for water contamination and human exposure , 2011 .
[17] H. Lambers,et al. Young calcareous soil chronosequences as a model for ecological restoration on alkaline mine tailings. , 2017, The Science of the total environment.
[18] T. Jin,et al. Quantitative modelling of electricity consumption using computational intelligence aided design , 2014 .
[19] P. D. Fawell,et al. The impact of achieving a higher aggregate density on polymer-bridging flocculation , 2013 .
[20] Mohammad Reza Feylizadeh,et al. Investigation of 2-nitrophenol solar degradation in the simultaneous presence of K2S2O8 and H2O2: Using experimental design and artificial neural network , 2018 .
[21] P. Simms,et al. Determination of the optimum polymer dose for dewatering of oil sands tailings using UV–vis spectrophotometry , 2016 .
[22] A. Tropsha,et al. Beware of q2! , 2002, Journal of molecular graphics & modelling.
[23] J. Soares,et al. Investigation on the flocculation of oil sands mature fine tailings with alkoxysilanes , 2017 .
[24] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[25] Andy Fourie,et al. Experimental investigation on the strength characteristics of cement paste backfill in a similar stope model and its mechanism , 2017 .
[26] Won-Hwa Hong,et al. New approach for forecasting demolition waste generation using chi-squared automatic interaction detection (CHAID) method , 2017 .
[27] Zhang Xing-kai,et al. The safety analysis of current situation and management countermeasure on tailing reservoir in China , 2009 .
[28] Rolf T. Wigand,et al. Community Detection in Complex Networks: Multi-objective Enhanced Firefly Algorithm , 2013, Knowl. Based Syst..
[29] Andy Fourie,et al. Pressure drop in pipe flow of cemented paste backfill: Experimental and modeling study , 2018, Powder Technology.
[30] B. Roe,et al. Boosted decision trees as an alternative to artificial neural networks for particle identification , 2004, physics/0408124.
[31] M. Bagheri,et al. Application of artificial intelligence for the management of landfill leachate penetration into groundwater, and assessment of its environmental impacts , 2017 .
[32] Johan Six,et al. Clay illuviation provides a long-term sink for C sequestration in subsoils , 2017, Scientific Reports.
[33] Erol Yilmaz,et al. Effect of curing under pressure on compressive strength development of cemented paste backfill , 2009 .
[34] Ayhan Kesimal,et al. Effect of properties of tailings and binder on the short-and long-term strength and stability of cemented paste backfill , 2005 .
[35] J. Hunt. Self-similar particle-size distributions during coagulation: theory and experimental verification , 1982, Journal of Fluid Mechanics.
[36] O. Ozdemir,et al. Dewatering of coal plant tailings: Flocculation followed by filtration , 2011 .
[37] Andy Fourie,et al. Recycling phosphogypsum and construction demolition waste for cemented paste backfill and its environmental impact , 2018, Journal of Cleaner Production.
[38] Bo Zhang,et al. Experimental investigation on the relationship between pore characteristics and unconfined compressive strength of cemented paste backfill , 2018, Construction and Building Materials.
[39] G. Franks,et al. Temperature responsive flocculation and solid-liquid separations with charged random copolymers of poly(N-isopropyl acrylamide). , 2011, Journal of colloid and interface science.
[40] R. Maier,et al. Treatment impacts on temporal microbial community dynamics during phytostabilization of acid-generating mine tailings in semiarid regions. , 2018, The Science of the total environment.
[41] Trevor Hastie,et al. The Elements of Statistical Learning , 2001 .
[42] Keunje Yoo,et al. Decision tree-based data mining and rule induction for identifying hydrogeological parameters that influence groundwater pollution sensitivity , 2016 .
[43] Ir. R. Rutgers. Relative viscosity and concentration , 1962 .
[44] S. B. Kanungo. Effect of some commercial flocculating agents on settling and filtration rates of low grade, fragile manganese ores of Andhra Pradesh , 2005 .
[45] Xin-She Yang,et al. Firefly Algorithm: Recent Advances and Applications , 2013, ArXiv.
[46] Benjamin Hofner,et al. Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting , 2012 .
[47] B. Jefferson,et al. The impact of zeta potential on the physical properties of ferric--NOM flocs. , 2006, Environmental science & technology.
[48] Indresan Govender,et al. The effect of particle sizes and solids concentration on the rheology of silica sand based suspensions , 2008 .
[49] Qian Du,et al. Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[50] Senjian An,et al. Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression , 2007, Pattern Recognit..
[51] Xin-She Yang,et al. Nature-Inspired Metaheuristic Algorithms , 2008 .
[52] Chongchong Qi,et al. A new procedure for recycling waste tailings as cemented paste backfill to underground stopes and open pits , 2018, Journal of Cleaner Production.
[53] A. Townsend Peterson,et al. Novel methods improve prediction of species' distributions from occurrence data , 2006 .
[54] Y. Leong,et al. Structural recovery behaviour of kaolin, bentonite and K-montmorillonite slurries , 2012 .
[55] E. V. Hees,et al. Environmentally Hazardous Boron in Gold Mine Tailings, Timmins, Ontario, Canada , 2015, Mine Water and the Environment.
[56] A. Fourie,et al. A strength prediction model using artificial intelligence for recycling waste tailings as cemented paste backfill , 2018 .
[57] R. Smart,et al. Kinetics of adsorption of high molecular weight anionic polyacrylamide onto kaolinite: the flocculation process. , 2002, Journal of colloid and interface science.
[58] Yang Liu,et al. A two-step flocculation process on oil sands tailings treatment using oppositely charged polymer flocculants. , 2016, The Science of the total environment.
[59] Andy Fourie,et al. An intelligent modelling framework for mechanical properties of cemented paste backfill , 2018, Minerals Engineering.
[60] Wolfgang Durner,et al. The integral suspension pressure method (ISP) for precise particle‐size analysis by gravitational sedimentation , 2017 .
[61] Alfonso R. Gennaro,et al. Remington:the science and practice of pharmacy , 1995 .
[62] Dalibor Petković,et al. A comparative study for estimation of wave height using traditional and hybrid soft-computing methods , 2016, Environmental Earth Sciences.