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1.
Sci Rep ; 14(1): 5780, 2024 Mar 09.
Article in English | MEDLINE | ID: mdl-38461195

ABSTRACT

The boom-type roadheader plays a crucial role in coal mining. However, conducting the real-time monitoring of the mechanical performance and comprehensive adaptive cutting in the dynamic cutting process are challenging. To address these issues, a digital twin system that integrates the elements of "shape, performance, and control" for roadheaders is presented in this paper. The system comprises three components: physical space, service space, and twin space. The service space forms the core of the entire system. Within this space, twin models and control models are created using numerical simulation, artificial intelligence and multi-source data fusion technology. These models serve the purpose of predicting the roadheader's mechanical performance and controlling the swing speed of the cutting arm. The physical space is built using technologies such as robot kinematics, electrical systems, hydraulic transmission, and other relevant techniques. This approach facilitates the transmission of multi-sensor data to twin models. The control model then manages the roadheader's function based on the output signals from the control model. The twin space is constructed utilizing physical rendering engines, databases, and 3D modelling tools. This space visualizes and stores the movement, performance, and control parameters of the roadheader. The results demonstrate that the average absolute error between the measured data from the test's three position strain gauges and the predicted data from the twin system is 10.38 MPa. Furthermore, the twin system achieves an average update interval of 0.34 s, allowing real-time stress monitoring of the structural components of the roadheader and preventing damage caused by overload. The proposed control model enables adaptive adjustment of the swing speed of the cutting arm in approximately 0.3 s. This improvement significantly enhances the adaptive cutting capabilities of roadheaders when dealing with complex coal and rock formations.

2.
Plant Dis ; 2024 Jan 19.
Article in English | MEDLINE | ID: mdl-38240712

ABSTRACT

Chinese yam (Dioscorea polystachya Turczaninow cv. Tiegun), which belongs to the family Dioscoreaceae, is widely cultivated throughout China due to its high economic and medicinal value. In June 2023, black leaf spots on Chinese yam (cv. Purple 1) were observed in Nanchang city (28.45° N, 115.49° E) of Jiangxi province, southeastern China. The incidence of the disease ranged between 70 and 85% of plants, and up to 30% of the leaves per plant were affected in the field over a 2-week period of study. Infected foliage displayed brown necrotic lesions, elliptical or irregular, with yellow halo at the edge of the lesion (0.5 to 3 cm diam.). To identify the causal agent, 32 symptomatic leaves of eight symptomatic plants were collected. Small pieces from the margin of necrotic leaf tissue (about 3 x 3 mm) were surface sterilized in 75% ethanol for 30 s followed in 0.1% HgCl2 for 1 min, and washed three times with ddH2O. Then, the pieces were transferred onto potato dextrose agar (PDA) plates and incubated at 26°C for 3 days with a 12-h light-dark cycle. From the 32 isolates, 21 exhibited similar morphology after hyphal tipping resulting in an isolation frequency of 65.6%. Colonies on PDA were initially white aerial hyphae but became grayish with age, and a reddish orange pigment on the underside. After 16 days of incubation, pycnidia were observed, which were dark, spherical or flat spherical, and 64.1 to 172.5 µm (n = 25) in diameter. Conidia were ellipsoidal, aseptate, hyaline, and 4.1 to 5.6 × 1.8 to 2.7 µm (n = 80). In addition, a blackish green discoloration was produced on malt extract agar (MEA) using the NaOH spot test. The isolates were tentatively identified as Epicoccum spp. based on morphological characteristics (Chen et al. 2017). Isolate AYZ-1 was randomly selected for identification and pathogenicity testing. Genomic DNA of the isolate (AYZ-1) was extracted and amplified by polymerase chain reaction (PCR) using ITS1/ITS4 for the internal transcribed spacer (ITS) region (White et al. 1990), Btub2Fd/Btub4Rd for the ß-tubulin (TUB) region (Woudenberg et al. 2009), LROR/LR7 for the large ribosomal RNA gene (LSU) region (Rehner and Samuels 1994), and RPB2-5F2/fRPB2-7cR for RNA polymerase II second largest subunit (RPB2) region (Liu et al. 1999), respectively. The concatenated sequences (GenBank Accession No. OR574165, OR567827, OR574166, OR567828, respectively) shared 99.8 to 100% identity with Epicoccum latusicollum (OP788080, MN329871, OR428532, and OL422485, respectively). A neighbor-joining phylogenetic tree was generated based on the concatenated sequences in MEGA7, placed isolate (AYZ-1) within E. latusicollum. To fulfill Koch's postulates, healthy leaflets from three one-year-old Chinese yam (cv. Purple 1) were used as inoculation materials, using isolate AYZ-1. Two sites of each leaf were wounded with a sterile needle and covered with a piece of cotton drenched with 200 µL spore suspension (106 conidia/mL) on the left sides, while sterilized water served as the control on the right sides of leaves. All inoculated leaves were covered with clear polyethylene bags for 24 h. Plants were grown outdoors at a daily average temperature of 26°C with relative humidity over 45%. After 7 days of incubation, the leaves showed the same symptoms as the original diseased leaves. The E. latusicollum isolate was re-isolated from diseased leaves and confirmed by morphology and sequencing analysis, fulfilling Koch's postulates. E. latusicollum has been previously reported to cause black root on yam in China's south-western province of Sichuan (Han et al. 2019). Meanwhile, leaf spot have been reported on many plants by this genus, such as tobacco (Guo et al. 2020) and banana (Liu et al. 2023). According to our knowledge, this is the first report of E. latusicollum causing black leaf spot on Chinese yam in China. This finding will provide an important reference for understanding the biology of E. latusicollum and the distribution of the disease, but more research is needed to determine if management is warranted.

3.
PLoS Pathog ; 17(10): e1010001, 2021 10.
Article in English | MEDLINE | ID: mdl-34648596

ABSTRACT

Sexual reproduction is an essential stage of the oomycete life cycle. However, the functions of critical regulators in this biological process remain unclear due to a lack of genome editing technologies and functional genomic studies in oomycetes. The notorious oomycete pathogen Pythium ultimum is responsible for a variety of diseases in a broad range of plant species. In this study, we revealed the mechanism through which PuM90, a stage-specific Puf family RNA-binding protein, regulates oospore formation in P. ultimum. We developed the first CRISPR/Cas9 system-mediated gene knockout and in situ complementation methods for Pythium. PuM90-knockout mutants were significantly defective in oospore formation, with empty oogonia or oospores larger in size with thinner oospore walls compared with the wild type. A tripartite recognition motif (TRM) in the Puf domain of PuM90 could specifically bind to a UGUACAUA motif in the mRNA 3' untranslated region (UTR) of PuFLP, which encodes a flavodoxin-like protein, and thereby repress PuFLP mRNA level to facilitate oospore formation. Phenotypes similar to PuM90-knockout mutants were observed with overexpression of PuFLP, mutation of key amino acids in the TRM of PuM90, or mutation of the 3'-UTR binding site in PuFLP. The results demonstrated that a specific interaction of the RNA-binding protein PuM90 with the 3'-UTR of PuFLP mRNA at the post-transcriptional regulation level is critical for the sexual reproduction of P. ultimum.


Subject(s)
Pythium/physiology , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , 3' Untranslated Regions , Plant Diseases/microbiology , Reproduction
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