Modification of polyvinylidene fluoride membrane with ciprofloxacin to improve the bacteriostatic performance.

The common polyvinylidene fluoride (PVDF) membrane itself is susceptible to membrane fouling, especially biofouling, which is a serious threat. In this study, PVDF membrane was modified with ciprofloxacin (CIP) through co-blending to investigate the filtration properties, bacterial inhibition and fouling resistance. Modified membranes were prepared by adding 0.

Sensitivity Analysis of RV Reducer Rotation Error Based on Deep Gaussian Processes.

The rotation error is the most important quality characteristic index of a rotate vector (RV) reducer, and it is difficult to accurately optimize the design of a RV reducer, such as the Taguchi type, due to the many factors affecting the rotation error and the serious coupling effect among the factors. This paper analyzes the RV reducer rotation error and each factor based on the deep Gaussian processes (DeepGP) model and Sobol sensitivity analysis(SA) method. Firstly, using the optimal Latin hypercube sampling (OLHS) approach and the DeepGP model, a high-precision regression prediction model of the rotation error and each affecting factor was created.

Experimental study of acute organophosphorus compound poisoning in rabbit kidneys by ultrasonic tissue characterization.

Objective: The purpose of this study was to investigate the value of integrated backscatter (IBS) of kidneys in acute organophosphorus compound poisoning in rabbits.

Methods: Eighteen rabbits were poisoned by dimethyl dichlorovinyl phosphate to establish animal models. Sonographic examinations were performed before (T0) and after (T1-T9) the rabbits were poisoned.