Data-model interactive Rul prediction of stochastic degradation devices with multiple uncertainty quantification and multi-sensor information fusion.

This paper proposes an improved remaining useful life (RUL) prediction method for stochastic degradation devices monitored by multi-source sensors under data-model interactive framework. Firstly, the interrelationships among sensors are established using k-nearest neighbor (KNN), and the composite health index (CHI) is constructed by aggregating the multi-source sensor information through the graph convolutional network (GCN). Secondly, a stochastic degradation model with triple uncertainty at any initial degradation level is established to improve the matching degree between the stochastic degradation model and the actual degradation process.

Research on strain testing method and accuracy evaluation of spacecraft in heat and force field.

Ground experimentation is an important method to verify the performance and quality of spacecraft structures. How to simulate the force and heat fields that a spacecraft may be subjected to during flight is a challenge for experiment design. In this paper, the static strength experimental method of spacecraft in the combined force and heat fields is studied.

Comparison of viral distribution in duck hepatitis A virus-infected duckling models established by two different methods.

Duck hepatitis A virus type 1 (DHAV-1) infection is the main cause of duck viral hepatitis, but the replication process and distribution of DHAV-1 in vivo are still poorly understood. In this study, six-day-old ducklings were infected by two different methods: by intramuscular injection to establish DHAV-1 infection animal models and by the combined administration of virus solution orally, through nasal inhalation, through inoculation of the eye, and through intrarectal contact to simulate natural infection. Tissues were collected at different time points and quantitative real-time polymerase chain reaction (qPCR) was employed to analyze the gene expression levels of DHAV-1 in different tissues.

Flavone ingredients can synergistically inhibit NDV infecting cell and improve ND vaccine's protective rate.

In order to screen better flavone prescriptions of anti-Newcastle disease virus (NDV), four flavone ingredients of epimedium flavones (EF), baikal skullcap root flavones (BSRF), wild dendranthema flower flavones (WDFF), and sanchi flavones (SF) screened in previous experiments and their prescriptions were added into chicken embryo fibroblast monolayer with three drug-adding modes respectively. The cellular A(570) values, the highest virus inhibitory rates and the score based on virus inhibitory rate were calculated to compare their antiviral activity. In immune protective test, the effects of three preparations (EF-BSRF, EF-SF-WDFF-BSRF and EF-WDFF-BSRF screened by the results in vitro experiment) on NDV infection were compared in chickens vaccinated with ND vaccine then challenged with NDV.

Immunologic synergism with IL-2 and effects of cCHMIs on mRNA expression of IL-2 and IFN-gamma in chicken peripheral T lymphocyte.

Two compound Chinese herbal medicinal ingredients (cCHMIs) were prepared, respectively, with epimedium polysaccharide plus propolis flavone (cCHMIs 1) and astragalus polysaccharide plus ginsenoside (cCHMIs 2). In animal immune experiment, Newcastle disease vaccine was mixed, respectively, with two cCHMIs and IL-2 to vaccinate 15-day-old chicken in experimental groups. On days 7, 14, 21 and 28 after vaccination, the dynamic changes of serum antibody titers were tested by micro-method.

Immunologic enhancement of compound Chinese herbal medicinal ingredients and their efficacy comparison with compound Chinese herbal medicines.

Two compound Chinese herbal medicinal ingredients (cCIs) were prepared respectively with epimedium polysaccharide (EPS) plus propolis flavone (PF) and astragalus polysaccharide (APS) plus ginsenoside (GS). Also, two compound Chinese herbal medicines (cCMs) with the same ingredient content as corresponding cCIs were made with the extracts of epimedium plus propolis and astragalus plus ginseng. In rabbit immune trial, two cCIs, physiological saline in the control, were respectively injected to the rabbits vaccinated with inactivated rabbit hemorrhagic disease vaccine.

Comparative study on adjuvanticity of compound Chinese herbal medicinal ingredients.

In order to compare the adjuvant activity of compound Chinese herbal medicinal ingredients (cCHMIs) and filtrate best prescription and dose, two initial screened cCHMIs were prepared and mixed with Newcastle disease (ND) vaccine respectively at three doses to vaccinate 17-day-old chickens, taking the non-adjuvant and oil adjuvant vaccines as controls. On day 7, 14, 21, 28, 35 and 42 after vaccination, the dynamic changes of peripheral lymphocyte proliferation and serum antibody titers in the chickens were determined by means of MTT method and hemagglutination inhibition test. The results showed that two cCHMIs could promote peripheral lymphocyte proliferation and enhance serum antibody titer, of which adjuvant activity was similar to and even stronger than oil adjuvant in promoting lymphocyte proliferation at some time points, and there was a certain dose-effect relationship.