Motion analysis of a tumbling ball mill based on non-linear optimization

Non-linear optimization, a technique of numerical analysis, is applied to motion analysis of ball media in a tumbling ball mill. The basic principles of optimization are explained. The motion equations of ball media are established. The point of maximum energy is computed, and this maximum energy is 2.34% greater than the energy at the point of maximum falling height. The distribution graph of media collision energy shows that this is a multi-limit problem. We propose to define the total potential energy of charge as the accumulation of energy of all dropping points. Optimization of the parameters related to the total potential energy demonstrates that the point of maximum total potential energy does not depend on the mill size. The operation parameters are optimized with the total collision energy of the ball media per unit time as the objective function. The total collision energy of the ball media per unit time under the optimal operation parameters is increased significantly.

[1]  Michael H. Moys,et al.  The measurement of forces exerted by the load on liners in rotary mills (wet and dry) , 1996 .

[2]  Malcolm Powell,et al.  A study of charge motion in rotary mills. Part 3-Analysis of results , 1996 .

[3]  R. W. Mayne,et al.  Interactive Computing in the Application of Monotonicity Analysis to Design Optimization , 1983 .

[4]  Brahmeshwar Mishra,et al.  Simulation of charge motion in ball mills. Part 1: experimental verifications , 1994 .

[5]  S. Morrell,et al.  Slurry discharge capacity of autogenous and semi-autogenous mills and the effect of grate design , 1996 .

[6]  B. P. Mani,et al.  Optimum method of calculation of product distribution from a distributed fracture model , 1983 .

[7]  Brahmeshwar Mishra,et al.  Mechanics of media motion in tumbling mills with 3d discrete element method , 1997 .

[8]  W. J. Whiten,et al.  Contact modelling for discrete element modelling of ball mills , 1998 .

[9]  Malcolm Powell,et al.  A study of charge motion in rotary mills Part 1—extension of the theory , 1996 .

[10]  Brahmeshwar Mishra,et al.  Simulation of charge motion in ball mills. Part 2: numerical simulations , 1994 .

[11]  M. H. Liddell,et al.  The effects of mill speed and filling on the behaviour of the load in a rotary grinding mill , 1988 .

[12]  Singiresu S. Rao Engineering Optimization : Theory and Practice , 2010 .

[13]  Michael H. Moys,et al.  Measurement of the radial and tangential forces exerted by the load on a liner in a ball mill, as a function of load volume and mill speed , 1993 .

[14]  S. Morrell,et al.  Using modelling and simulation for the design of full scale ball mill circuits , 1997 .

[15]  Paul W. Cleary,et al.  Predicting charge motion, power draw, segregation and wear in ball mills using discrete element methods , 1998 .

[16]  P. Radziszewsky,et al.  Fundamental discrete element charge motion model validation , 1998 .

[17]  H. Delboni,et al.  Modelling and simulation of large diameter autogeneous and semi-autogeneous mills , 1996 .

[18]  H. Rose,et al.  A treatise on the internal mechanics of ball, tube and rod mills , 1958 .

[19]  Malcolm Powell,et al.  A study of charge motion in rotary mills part 2—experimental work , 1996 .