An Anti-Noise Convolutional Neural Network for Bearing Fault Diagnosis Based on Multi-Channel Data.

In real world industrial applications, the working environment of a bearing varies with time, and some unexpected vibration noises from other equipment are inevitable. In order to improve the anti-noise performance of neural networks, a new prediction model and a multi-channel sample generation method are proposed to address the above problem. First, we proposed a multi-channel sample representation method based on the envelope time-frequency spectrum of a different channel and subsequent three-dimensional filtering to extract the fault features of samples.

[Antifatigue effects of the composition of Moringa oleifera leaves and Polygonatum polysaccharide and its mechanisms].

To investigate the anti-fatigue effects of composition of Moringa oleifera leaves and Polygonatum polysaccharide, and to explore the mechanisms. Thirty male Kunming mice were randomly divided into control (C) and composition of Moringa oleifera leaves and Polygonatum polysaccharide group (MP). There were 15 mice in each group.

Reciprocal Effect of Copper and Iron Regulation on the Proteome of sp. PCC 6803.

Cyanobacteria can acclimate to changing copper and iron concentrations in the environment via metal homeostasis, but a general mechanism for interpreting their dynamic relationships is sparse. In this study, we assessed growth and chlorophyll fluorescence of sp. PCC 6803 and investigated proteomic responses to copper and iron deductions.

Effects of long-term fertilization on arbuscular mycorrhizal fungal community in lime concretion black soil.

In agroecosystem, arbuscular mycorrhizal fungi have mutually beneficial symbiosis with roots of many crops. Meanwhile, this special fungal community is also affected by agricultural mana-gements such as fertilization. The objective of this study was to investigate the effects of long-term fertilization managements (no fertilizer, chemical fertilizer, chemical fertilizer combined with straw, chemical fertilizer combined with manure) on arbuscular mycorrhizal fungal community (AM fungal community) in lime concretion black soil, and to identify the indicator species in each fertilization regime.

[Varieties textual research on "Bangjian": traditional Tibetan medicine including blue, black and variegated flowers].

"Bangjian" were traditional Tibetan medicine-flowers from Gentianaceae, which were widely used and had a long medicinal history for the function of detoxifying, curing heat symptoms and treating the laryngitis. The Tibetan compound preparation endowed SFDA approval number always used Bangjian aas the main raw materials for relieving cough, asthma and treating respiratory diseases such as acute and chronic bronchitis. Its commodity medicinal materials were also sold in Qinghai, Sichuan, Tibet and other local medicinal materials market and local specialty marke.

[Exploration on an overview of history (from Chunqiu to Ming and Qing Dynasties) and species of Chinese exotic traditional medicine].

This paper collected and analyzed literatures about starting of traditional medicine and trading of different medicine from Chunqiu Zhanguo to Ming and Qing Dynasties, in order to preliminarily explore on an overview of specie of chinese exotic traditional medicine and trade of different country in different dynasty（from Chunqiu to Ming and Qing Dynasties）, as well as the amount of exotic medicine over two thousand years. (remove repeating and doubtful species), find peculiarity of exotic medicine, sreen species that used to develop the Silk Route and establish quality standards.Finally, We get conclusions are as follows.

[Classics textual research and using situation investigation of Tibetan medicine "Zha-xun"].

In this article the classics textual research to the origin of "Zha-xun" was carried out, the ethnobotanical research methods, the origin of visits, key informant interviews, sample collection and textual research were applied in the research. The results showed that the hypothesis of Zha-xun"s origin mainly included "source of mine", "source of feces", "source of monkey menstrual blood" in China. There were "source of fossil", "source of the plant secretion" abroad.

[Association of Insulin Resistance and β Cell Function with Lipid Metabolism in Middle-aged and Elderly Hui and Han Populations].

Objective: To explore the association of insulin resistance and β cell function with lipid metabolism in middle-aged and elderly Hui and Han populations.

Methods: A total of 1000 subjects age over 40 years were recruited from five urban communities in Yinchuan and Wuzhong cities of Ningxia. The composition ratio between Hui and Han nationality was 1:2.

[Preliminary discussion on an overview of ethnic minority use of species of mineral medicine].

As an indispensable part of minority traditional medicine, mineral medicine has used with less dosage and reliable efficacy for the last thousand years. Based on the unearthed relics and medical literatures of past dynasties, the history of Han nationality ap- years, which had been recorded in main literature. But there is less comprehensive report of its usage in the other 55-minority nationality.

[Correspondence analysis between traditional commercial specifications and quantitative quality indices of Notopterygii Rhizoma et Radix].

This paper aims to explore a comprehensive assessment method combined traditional Chinese medicinal material specifications with quantitative quality indicators. Seventy-six samples of Notopterygii Rhizoma et Radix were collected on market and at producing areas. Traditional commercial specifications were described and assigned, and 10 chemical components and volatile oils were determined for each sample.

[HPLC Fingerprint of Anisodus tanguticus Root].

Objective: To establish an HPLC fingerprint of Anisodus tanguticus root for its quality control.

Methods: The analysis was carried out on a Ultimate AQ C18 (250 mm x 4.6 mm, 5 μm) column with the gradient elution of acetonitrile and KH2PO4 buffer soution, whose pH was adjusted to 3.

[Material Composition Research on Tibetan Medicine "Brag-zhun"].

Objective: To study the material composition of Tibetan medicine "Brag-zhun", and to provide the basis for interpretation of its source and reference for the establishment of quality standards.

Methods: Pharmacognosy routine method was used in macroscopic and microscopic identifications, inductively coupled plasma spectrometry was carried out to determine 26 kinds of mineral elements,and X-ray diffraction analysis was used for the crystalline phase detection of Brag-zhun. The content of calcium,organic matter, humic acid and fulvic acid was determined according to GB/T 14610-2008, "technical specification for soil analysis" , GB/T 11957-2001 and capacity titration, respectively.

Development of a sensitive ultra high performance liquid chromatography with tandem mass spectrometry method for the simultaneous quantification of nine active compounds in rat plasma and its application to a pharmacokinetic study after administration of Viscum coloratum extracts.

A simple, specific, and sensitive ultra high performance liquid chromatography with tandem mass spectrometry method was developed and validated for the simultaneous quantification of nine compounds including a new compound, rhamnazin-3-Ο-β-D-(6″-β-hydroxy-β-methyglutaryl)-β-D-glucoside-4'-Ο-β-D-glucoside, in rat plasma using baicalin as an internal standard. The plasma samples were pretreated and extracted by protein precipitation with 0.2% formic acid in acetonitrile.

[Varieties textual research and usage investigation of white flos gentianae, a Tibetan medicine].

Objective: To clarity the original plants and the main application varieties of White Flos Gentianae.

Method: Herbal textual research, wild specimen collection, investigation and collection of the samples from Tibetan hospital, Tibetan pharmaceutical factory and medical material market were carried out simultaneously to identify the original plants of White Flos Gentianae.

Result: The results of varieties textual research and specimen identification showed that Gentiana szechenyii, G.

Therapeutic effects of smecta or smectite powder on rats with paraquat toxication.

Background: The plasma concentration of paraquat is closely related to the prognosis of patients with paraquat toxication, and the most common cause of death from paraquat poisoning is multiple organ failure (MOF). This study aimed to evaluate therapeutic effect of smecta on the plasma concentrations of paraquat and multi-organ injury induced by paraquat intoxication in rats.

Methods: A total of 76 healthy adult SD rats were randomly divided into group A (control group, n=6), group B (poisoned group, n=30) and group C (smecta-treated group, n=30).

[Effect of organs biomass by drought stress on the leaf growing stage of Angelica dahurica var. formosana].

Objective: To study the effect of natural drought stress conditions on Angelica dahurica var. formnosana vegetative organs biomass accumulation and allocation in leaf growing season. To discuss the changing law of Angelica dahurica var.

[Effect of spring topdressing on yield, ferulic acid and total alkaloids of Ligusticum chuanxiong].

A field trial was carried out to study the influence of different kinds of spring topdressing on growth, yield and quality of Ligusticum chuanxiong. The results showed that the spring topdressing had effects of improving root length, tiller numbers and plant height to some extent. At the same time the chlorophyll content and dry weight accumulation especially the dry weight of root increased significantly.

[Effects of Yiqi Sanju Formula on non-alcoholic fatty liver disease: a randomized controlled trial].

Objective: To observe the therapeutic effects of Yiqi Sanju Formula (YQSJF), a compound traditional Chinese herbal medicine, in treatment of non-alcoholic fatty liver disease (NAFLD).

Methods: Sixty-seven patients diagnosed with NAFLD were randomly divided into two groups: YQSJF-treated group (39 cases) and placebo group (28 cases). The NAFLD patients in the two groups were treated with YQSJF and placebo respectively for 3 months.

[Effects of Huoxue Qianyang Formula on expressions of proto-oncogenes c-fos and c-myc in spontaneous hypertensive rats with ventricular hypertrophy].

Objective: To explore the possible mechanism of Huoxue Qianyang Formula (HXQYF), a compound traditional Chinese herbal medicine, in reversing the left ventricular hypertrophy (LVH) of spontaneous hypertensive rats (SHRs) by analyzing the expressions of mRNAs and proteins of proto-oncogenes c-fos and c-myc in left ventricular muscle.

Methods: The experimental study was carried out in SHRs, the sex- and age-matched Wistar-Kyoto (WKY) rats were served as normal control (n=5, normal saline 10 ml/kg daily). Twenty-five SHRs were randomly divided into five groups: untreated group (n=5, normal saline 10 ml/kg daily), high-dose HXQYF-treated group (n=5, 0.

[Application of DNA microarray technology in immunological research and its inspiration to researches on traditional Chinese medicine].

DNA microarray technology is a high throughout method that can analyze the expression of thousands of genes at the same time to form a complete cellular gene expression profile. It has been applied in immunological researches such as the development, maturation, activation and differentiation of immune cells, the regulation of immune responses, the molecular mechanism of allergy, the relation between phenotype and gene expression, and immunological pharmacology, etc. It has deepened our perception of the immune system.