Numerical estimation and experimental verification of optimal parameter identification based on modern optimization of a three phase induction motor

The parameters of electric machines play a substantial role in the control system which, in turn, has a great impact on machine performance. In this paper, a proposed optimal estimation method for the electrical parameters of induction motors is presented. The proposed method uses the particle swarm optimization (PSO) technique. Further, it also considers the influence of temperature on the stator resistance. A complete experimental setup was constructed to validate the proposed method. The estimated electrical parameters of a 3.8-hp induction motor are compared with the measured values. A heat run test was performed to compare the effect of temperature on the stator resistance based on the proposed estimation method and the experimental measurements at the same conditions. It is shown that acceptable accuracy between the simulated results and the experimental measurements has been achieved

Non‐classical monocytes frequency and serum vitamin D3 levels are linked to diabetic foot ulcer associated with peripheral artery disease

Abstract Aims/Introduction Peripheral artery disease (PAD) serves as a risk factor for diabetic foot ulcers (DFUs). PAD pathology involves atherosclerosis and impaired immunity. Non‐classical monocytes are believed to have an anti‐inflammatory role. 1,25‐Dihydroxy vitamin D (vitamin D3) is claimed to have immune‐modulating and lipid‐regulating roles. Vitamin D receptor is expressed on monocytes. We aimed to investigate if circulating non‐classical monocytes and vitamin D3 were implicated in DFUs associated with PAD. Materials and Methods There were two groups of DFU patients: group 1 (n = 40) included patients with first‐degree DFUs not associated with PAD, and group 2 (n = 50) included patients with DFU with PAD. The monocyte phenotypes were detected using flow cytometry. Vitamin D3 was assessed by enzyme‐linked immunosorbent assay. Results DFU patients with PAD showed a significant reduction in the frequency of non‐classical monocytes and vitamin D3 levels, when compared with DFU patients without PAD. The percentage of non‐classical monocytes positively correlated with vitamin D3 level (r = 0.4, P < 0.01) and high‐density lipoprotein (r = 0.5, P < 0.001), whereas it was negatively correlated with cholesterol (r = −0.5, P < 0.001). Vitamin D3 was negatively correlated with triglyceride/high‐density lipoprotein (r = −0.4, P < 0.01). Regression analysis showed that a high vitamin D3 serum level was a protective factor against PAD occurrence. Conclusions Non‐classical monocytes frequency and vitamin D3 levels were significantly reduced in DFU patients with PAD. Non‐classical monocytes frequency was associated with vitamin D3 in DFUs patients, and both parameters were linked to lipid profile. Vitamin D3 upregulation was a risk‐reducing factor for PAD occurrence