A new fault-relevant KPCA algorithm is proposed. Then the fault detection approach is proposed based on the fault-relevant KPCA algorithm. The proposed method further decomposes both the KPCA principal space and residual space into two subspaces. Comparedwith traditional statistical techniques, the fault subspace is separated based on the fault-relevant influence. This method can find fault-rel...

Inclusion body refolding processes are poised to play a major role in the production of recombinant proteins. Improving renaturation yields by minimizing aggregation and reducing chemical costs are key to the industrial implementation of these processes. Recent developments include solubilization methods that do not rely on high denaturant concentrations and the use of high hydrostatic pressure...

To analyze the synchronization of machine-building production processes, a statistical approach is used on correctness choice parameters. The accuracy parameters achieved by modeling. This method allows checking how correctly are selected and whether they ensure uninterrupted operation production. Statistical analysis gives information failures in particular unit, violations technological proce...

Abstract The paper aims to present a technique for optimizing industrial management processes by mathematical modeling using linear inequality systems. An issue facing an enterprise regarding production costs will be presented and solved, after which the results interpreted formulate optimal solution. main phases of solving problem with help programming are as well detailed analysis obtained re...