Abstract Background and purpose: the Dietary Approaches to Stop Hypertension (DASH) diet has multifunctional health benefits. We evaluated the effects of low-sodium salt applied to Chinese modified DASH diet on arterial stiffness in older patients with hypertension and type 2 diabetes. Methods: sixty-one older adults with hypertension and type 2 diabetes were randomly allocated to low sodium salt group (n = 31) or normal sodium salt group (n = 30). They were given the Chinese modified DASH diet plus low-sodium salt (52 % sodium chloride) or same diet plus regular salt (99 % sodium chloride) for eight weeks, respectively. Brachial and ankle pulse wave conduction velocity, ankle brachial index and atherosclerosis-related indices were measured at baseline and week 8. In addition, 24-hour urine and blood samples were measured at baseline, the 4th week and the end of the intervention. Results: as compared with the baseline, the low sodium salt group significantly decreased in ankle brachial index (-0.09 ± 0.11, p < 0.001) and brachial and ankle pulse wave conduction velocity (-133.07 ± 265.99 cm/s, p = 0.010) at week 8 while the normal sodium salt group only decreased significantly in ankle brachial index (-0.06 ± 0.12, p = 0.010) at week 8. Conclusion: the low-sodium salt applied to Chinese modified DASH diet may improve arterial stiffness in patients with hypertension and type 2 diabetes. Further research with an extended follow-up is needed.

Resumen Antecedentes y propósito: la dieta DASH (del inglés Dietary Approaches to Stop Hypertension) tiene beneficios multifuncionales para la salud. Evaluamos los efectos de una sal baja en sodio aplicada a la versión modificada china de la dieta DASH sobre la rigidez arterial en pacientes mayores con hipertensión y diabetes tipo 2. Métodos: sesenta y un adultos mayores con hipertensión arterial y diabetes tipo 2 fueron asignados al azar al grupo de sal baja en sodio (n = 31) o al grupo de sal con contenido normal de sodio (n = 30). Se les administró la versión china modificada de la dieta DASH más sal baja en sodio (52 % de cloruro de sodio) o la misma dieta más sal con la cantidad normal de sodio (99 % cloruro de sodio) durante ocho semanas, respectivamente. Se midieron la velocidad de onda de pulso brazo-tobillo, el índice brazo-tobillo y los índices relacionados con la aterosclerosis al inicio del estudio y a la semana 8. Se recogieron muestras de orina y sangre de 24 horas al inicio, a la cuarta semana y al final de la intervención. Resultados: en comparación con el estado inicial, el grupo de sal baja en sodio disminuyó significativamente el índice brazo-tobillo (-0,09 ± 0,11, p < 0,001) y la velocidad de onda de pulso brazo-tobillo (-133,07 ± 265,99 cm/s, p = 0,010) en la semana 8, mientras que el grupo de sal con contenido normal de sodio solo disminuyó significativamente en el índice brazo-tobillo (-0,06 ± 0,12, p = 0,010) en la semana 8. Conclusión: la sal baja en sodio aplicada a la versión china modificada de la dieta DASH puede mejorar la rigidez arterial en pacientes con hipertensión y diabetes tipo 2. Se necesitan más investigaciones con un seguimiento prolongado.

Abstract Aim: to investigate the effects of low sodium formula salt combined with the Chinese Modified Dietary Approaches to Stop Hypertension (DASH) diet on cerebrovascular function in patients with hypertension and type 2 diabetes. Methods: an eight-week single-arm trial was conducted in 66 patients with hypertension and type 2 diabetes to investigate effects of low sodium formula salt (potassium chloride 56 %, sodium chloride 23 %, 5 g/day) combined with Chinese Modified DASH diet on cerebrovascular function (measured by transcranial Doppler sonography), indicators of chronic diseases (blood pressure, blood glucose and blood lipids) and urinary excretion. The above indicators were performed before and after intervention. Results: fifty-nine subjects completed the study. Peak systolic velocity, mean flow velocity, end-diastolic velocity, pulsatility index and resistance index of internal cerebral artery and vertebral artery decreased significantly (p < 0.05); pulsatility index and resistance index of anterior cerebral artery and middle cerebral artery decreased significantly (p < 0.05); and end-diastolic velocity and pulsatility index of basilar artery decreased significantly (p < 0.05). Systolic blood pressure, diastolic blood pressure, fasting blood glucose and postprandial blood glucose decreased significantly (p < 0.001; p < 0.001; p < 0.001; p < 0.001). Blood pressure and blood glucose control rates increased significantly (p < 0.001). Conclusions: based on the study, 23 % low-sodium formula combined with CM-DASH diet pattern can improve cerebrovascular function in community patients with hypertension complicated with diabetes and has a good short-term benefit of blood pressure and glucose control.

Resumen Objetivo: investigar los efectos de una sal baja en sodio combinada con la versión china de la dieta DASH (del inglés Dietary Approaches to Stop Hypertension) modificada en la función cerebrovascular en pacientes con hipertensión y diabetes tipo 2. Métodos: en 66 pacientes con hipertensión y diabetes tipo 2 se llevó a cabo un ensayo de ocho semanas para investigar los efectos de la sal baja en sodio (cloruro de potasio 56 %, cloruro de sodio 23 %, 5 g/día) combinada con la dieta DASH en su versión china modificada en la función cerebrovascular (medido por sonografía Doppler transcraneal), los indicadores de enfermedades crónicas (presión arterial, glucosa sanguínea y lípidos sanguíneos) y la excreción urinaria. Los indicadores anteriores se midieron antes y después de la intervención. Resultados: cincuenta y nueve sujetos completaron el estudio. La velocidad sistólica máxima, la velocidad media del flujo, la velocidad diastólica final, el índice de pulsatilidad y el índice de resistencia de la arteria cerebral anterior y la arteria vertebral disminuyeron significativamente (p < 0,05); el índice de pulsatilidad y el índice de resistencia de la arteria cerebral anterior y la arteria media disminuyeron significativamente (p < 0,05); y la velocidad diastólica final y el índice de pulsatilidad de la arteria basilar disminuyeron significativamente (p < 0,05). La presión arterial sistémica, la presión arterial diastólica, la glucosa arterial en ayuno y la glucemia posprandial disminuyeron significativamente (p < 0,001, p < 0,001, p < 0,001, p < 0,001). La presión arterial y las tasas de control de glucosa en sangre aumentaron significativamente (p < 0,001). Conclusiones: la fórmula de sal con un 23 % de sodio combinada con la dieta DASH en su versión china modificada puede mejorar la función cerebrovascular en pacientes comunitarios con hipertensión complicada por la diabetes y es beneficiosa a corto plazo para la presión arterial y el control de la glucosa.

ABSTRACT Introduction: New-onset postoperative atrial fibrillation (POAF) is a common complication following coronary artery bypass grafting (CABG) surgery. Objective: To explore predictive factors and potential mechanisms of new-onset POAF in isolated off-pump CABG patients. Methods: Retrospective observational case-control study of 233 patients undergoing isolated off-pump CABG surgery between August 2018 and July 2020 at the Department of Thoracic and Cardiovascular Surgery, the Affiliated Drum Tower Hospital of Nanjing University Medical School. Associations between predictor variables and new-onset POAF were identified. The main outcome was new-onset POAF after CABG surgery. Results: A total of 75 (32.19%) patients developed new-onset POAF after CABG surgery. The new-onset POAF patients had advanced age, higher baseline systolic blood pressure, more preoperative use of diuretic drug, more transfusion of blood products, atrial dilation and postoperative positive inotropic drug treatment. Nineteen variates entered the multivariable logistic regression model with a Hosmer-Lemeshow test score of 7.565 (P=0.477). Postoperative left atrial enlargement, postoperative drainage in the first 24 hours and total length of hospital stay were statistically significant, while postoperative right atrial enlargement (OR and 95% CI, 7.797 [0.200, 304.294], P=0.272) and left atrial enlargement (3.524 [1.141, 10.886], P=0.029) assessed by echocardiography had the largest OR value. Conclusion: Atrial enlargement is strongly associated with new-onset POAF in patients with isolated off-pump CABG, thus it highlights the advantage of echocardiography as a useful tool for predicting new-onset POAF. Careful monitoring and timely intervention should be considered for these patients.

ABSTRACT Introduction: Remote ischemic preconditioning (RIPC) is a new noninvasive myocardial protection strategy that uses blood pressure cuf inflation to simulate transient non-fatal ischemia to protect the myocardium and reduce ischemia-reperfusion injury. Sulfonylureas may mask the effects of RIPC due to their cardioprotec-tive effect. This meta-analysis aimed to evaluate whether RIPC, in the absence of sulfonylureas, reduces troponin release in patients undergoing cardiac surgery. Methods: We conducted a meta-analysis of randomized controlled clinical trials to determine whether RIPC can reduce postoperative troponin release in cardiac surgery patients undergoing cardiopulmonary bypass without treatment with sulfonylureas. The data were normalized to equivalent units prior to the analysis. A random-effects model was used to provide more conservative estimate of the effects in the presence of known or unknown heterogeneity. Results: Six studies with a total of 570 participants were included. The analysis showed that troponin release was lower in the RIPC group than in the control group at six hours (test of standardized mean differences = 0, Z=3.64, P<0.001) and 48 hours (Z=2.72, P=0.007) postoperatively. When the mean of cross-clamping time was > 60 minutes, RIPC reduced troponin release at six hours (Z=2.84, P=0.005), 24 hours (Z=2.64, P=0.008), and 48 hours (Z=2.87, P=0.004) postoperatively. Conclusion: In cardiac surgery patients who are not taking sulfonylureas, RIPC can reduce troponin release at six and 48 hours postoperatively; hence, RIPC may serve significant benefits in certain cardiac surgery patients.

Abstract With the outbreak of the COVID-19 pandemic, artificial intelligence (AI) has been widely used in fields such as medical treatment, while the threat of artificial intelligence has also received extensive attention. However, this topic has been only limitedly explored in China. To provide a measurement tool for AI threat research in China, this study aimed to examine the validity and reliability of the Threats of Artificial Intelligence Scale (TAI) in two Chinese samples of adults (N1 = 654, N2 = 1483). Results of exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) suggested that the one-factor model of TAI as the best fitting model. Furthermore, the Chinese TAI was significantly related to Positive and Negative Affect Scale and Self-Rating Anxiety Scale, proving good criterion-related validity of the Chinese TAI. In sum, this study suggested the Chinese version of the TAI as a reliable and effective tool in assessing AI threat in the Chinese context. Limitations and future directions are discussed.

ABSTRACT The application of intelligent materials in drilling fluids has greatly reduced the investment of human resources and effectively made up for the shortcomings of traditional drilling fluids, such as insufficient directivity, poor adaptive ability and difficult monitoring. Therefore, the research of intelligent drilling fluids is a valuable direction for the future oil and gas industry. In this study, the temperature-sensitive modified bentonite NIPAM-B developed by Pan Yi et al. was used as the drilling fluid base slurry, and the drilling fluid additives were optimized to complete the modulation of the intelligent drilling fluid inspection system. In addition, the rheology, filtration, shale wellbore stability and stability of the intelligent drilling fluid inspection system will be evaluated. The results show that the intelligent drilling fluid has good temperature-sensitive thickening performance, and the rheology is not affected by temperature changes, which can realize intelligent heating and thickening. In addition, compared with the original bentonite drilling fluid system, the intelligent drilling fluid has good fluid loss reduction ability and shale borehole wall protection ability, and the shale rolling recovery rate reaches more than 95 %.

ABSTRACT Introduction: Remote ischemic preconditioning (RIPC) is a new noninvasive myocardial protection strategy that uses blood pressure cuf inflation to simulate transient non-fatal ischemia to protect the myocardium and reduce ischemia-reperfusion injury. Sulfonylureas may mask the effects of RIPC due to their cardioprotec-tive effect. This meta-analysis aimed to evaluate whether RIPC, in the absence of sulfonylureas, reduces troponin release in patients undergoing cardiac surgery. Methods: We conducted a meta-analysis of randomized controlled clinical trials to determine whether RIPC can reduce postoperative troponin release in cardiac surgery patients undergoing cardiopulmonary bypass without treatment with sulfonylureas. The data were normalized to equivalent units prior to the analysis. A random-effects model was used to provide more conservative estimate of the effects in the presence of known or unknown heterogeneity. Results: Six studies with a total of 570 participants were included. The analysis showed that troponin release was lower in the RIPC group than in the control group at six hours (test of standardized mean differences = 0, Z=3.64, P<0.001) and 48 hours (Z=2.72, P=0.007) postoperatively. When the mean of cross-clamping time was > 60 minutes, RIPC reduced troponin release at six hours (Z=2.84, P=0.005), 24 hours (Z=2.64, P=0.008), and 48 hours (Z=2.87, P=0.004) postoperatively. Conclusion: In cardiac surgery patients who are not taking sulfonylureas, RIPC can reduce troponin release at six and 48 hours postoperatively; hence, RIPC may serve significant benefits in certain cardiac surgery patients.

Abstract This study presents the preparation of cinnamon essential oil Pickering emulsion, aiming to improve the physicochemical properties, water sol ubility, and emulsion stability of cinnamon essential oil. The oil-in-water Pickering emulsion was prepared by ultrasonic emulsification, in which SPICS (soybean protein isolate (SPI)-chitosan (CS) composite granule) was used as the wall material and cinnamon essential oil was used as the core material. The emulsification performance of SPICS was evaluated, and the stability of Pickering emulsion was tested. The results showed that there was hydrogen bonding between SPI and CS, and the tertiary structure of SPI was change, which enhances the hydrophobicity of SPICS surface. When the mass ratio of SPI to CS was 14:1, the emulsification activity of SPICS was 71.92 m2g-1 and its emulsion stability was 106.29%; it also had good dispersibility in water. When the volume of the oil phase was 60%, the encapsulation rate of cinnamon essential oil was 65.23%, the Pickering emulsion did not show obvious delamination for one month; and rheological tests showed the presence of shear thinning, which was judged to be a pseudoplastic fluid. Therefore, SPICS can be used as a wall material to prepare Pickering emulsion of cinnamon essential oil with good stability.

Abstract Introduction Prior studies have found inconsistent results regarding the relationship between vitamin D status and Idiopathic Central Precocious Puberty (ICPP). Objective To assess the role of serum 25-hydroxyvitamin D (25 [OH]D) levels in ICPP development. Method The authors retrospectively collected data from 221 girls with ICPP and 144 healthy girls between January 2017 and December 2019. The participants’ serum 25(OH)D levels were measured using an automatic chemiluminescence method, and the association between serum 25(OH)D levels and the risk of ICPP was assessed using multivariate logistic regression analysis. Odds Ratios (OR) with 95% Confidence Intervals (95% CI) were calculated as effect estimates. Results Serum 25(OH)D levels in the ICPP group were significantly lower than those in healthy controls (p < 0.001). Multivariate analysis indicated that girls with insufficient vitamin D levels (OR = 0.201; 95% CI 0.094-0.428; p < 0.001) and sufficient vitamin D levels (OR = 0.141; 95% CI 0.053-0.375; p < 0.001) both had a lower risk of ICPP than girls with vitamin D deficiency. Moreover, the authors found that the height (p = 0.014), weight (p = 0.014), breast stage (p = 0.010), mother's height (p < 0.001), and luteinizing hormone/follicle-stimulating hormone ratio (p = 0.010) in girls with ICPP could be associated with levels of vitamin D. Conclusion This study found that a low serum 25(OH)D level is an independent risk factor for ICPP, and several characteristics of girls with ICPP could be affected by their vitamin D status.

Abstract Background and objective Systemic sclerosis (SSc) is an immune-mediated rheumatic disease characterized by fibrosis and vascular lesions. Interstitial lung disease is an early complication of SSc and the main cause of death from SSc. Although baricitinib shows good efficacy in a variety of connective tissue diseases, its role in systemic sclerosis-related interstitial lung disease (SSc-ILD) is unclear. The objective of our study was to explore the effect and mechanism of baricitinib in SSc-ILD. Methods We explored crosstalk between the JAK2 and TGF-β1 pathways. In vivo experiments, SSc-ILD mice model were constructed by subcutaneous injection of PBS or bleomycin (7.5 mg/kg) and intragastric administration of 0.5% CMC-Na or baricitinib (5 mg/kg) once every two days. We used ELISA, qRT-PCR, western blot and immunofluorescence staining to evaluate the degree of fibrosis. In vitro experiments, we used TGF-β1 and baricitinib to stimulate human fetal lung fibroblasts (HFLs) and assessed protein expression by western blot. Results The vivo experiments showed that baricitinib notably alleviated skin and lung fibrosis, decreased the concentration of pro-inflammatory factors and increased those of the anti-inflammatory factors. Baricitinib affected the expression of TGF-β1 and TβRI/II inhibitiing JAK2. In the vitro experiments, following the culture of HFLs with baricitinib or a STAT3 inhibitor for 48 h, the expression levels of TβRI/II decreased. Conversely, with successful inhibition of TGF-β receptors in HFLs, JAK2 protein expression decreased. Conclusions Baricitinib attenuated bleomycin-induced skin and lung fibrosis in SSc-ILD mice model by targeting JAK2 and regulating of the crosstalk between the JAK2 and TGF-β1 signaling pathways.

Abstract Introduction: hypertension and diabetes are chronic disorders associated with an increased risk of cardiovascular disease. Objectives: to evaluate the effect of 52 % low-sodium salt applied to the Chinese-modified DASH (CM-DASH) diet on risk of atherosclerotic cardiovascular disease (ASCVD) in patients with hypertension and type-2 diabetes. Methods: the low-sodium salt group (LSSG) took 5 g/day of 52 % low-sodium salt plus CM-DASH diet for 8 weeks, while the normal-sodium salt group (NSSG) took the same dose of normal-sodium salt plus CM-DASH diet for 8 weeks. Blood tests, 24-hour urine tests, anthropometric measurements, and 10-year risk of ASCVD prediction were assessed. Results: compared with baseline, both LSSG and NSSG showed a significant reduction in 10-year risk of ASCVD, but we did not find any statistically significant differences in 10-year risk of ASCVD between LSSG and NSSG. Conclusions: our study shows that salt limits and DASH diets reduce the risk of cardiovascular disease whereas low-sodium salt containing 52 % sodium chloride did not significantly lower the risk of cardiovascular disease when compared to regular salt. Due to the limitations of the research, additional studies will be necessary to confirm our findings.

Resumen Introducción: la hipertensión y la diabetes son trastornos crónicos asociados a un mayor riesgo de enfermedad cardiovascular. Objetivos: evaluar el efecto de la sal baja en sodio (52 %) aplicada a la dieta DASH modificada en China (CM-DASH) sobre los riesgos de enfermedad cardiovascular aterosclerótica (ECA) en pacientes con hipertensión arterial y diabetes de tipo 2. Métodos: el grupo de sal baja en sodio (LSSG) tomó 5 g/día de sal baja en sodio al 52 % más dieta CM-DASH durante 8 semanas, mientras que el grupo de sal normal en sodio (NSSG) tomó la misma dosis de sal normal en sodio más dieta CM-DASH durante 8 semanas. Se evaluaron los análisis de sangre, los análisis de orina de 24 horas, las mediciones antropométricas y los riesgos de predicción de ECVA a 10 años. Resultados: en comparación con el valor basal, tanto el LSSG como el NSSG mostraron una reducción significativa de los riesgos a 10 años de ECVA, mientras que no se encontraron diferencias estadísticamente significativas en los riesgos a 10 años de ECVA entre el LSSG y el NSSG. Conclusiones: nuestro estudio muestra que los límites de sal y las dietas DASH reducen el riesgo de enfermedad cardiovascular mientras que la sal baja en sodio con un 52 % de cloruro sódico no redujo significativamente el riesgo de enfermedad cardiovascular en comparación con la sal normal. Debido a las limitaciones de la investigación, serán necesarios estudios adicionales para confirmar nuestros hallazgos

Resumen Objetivos: evaluar el efecto de la reducción de sodio basada en una dieta DASH modificada sobre la presión arterial en pacientes hipertensos con diabetes de tipo 2. Material y métodos: sesenta y un pacientes hipertensos con diabetes de tipo 2 fueron seleccionados de la comunidad y asignados aleatoriamente a un grupo de sal común y un grupo de sal baja en sodio, que recibieron una intervención dietética de 8 semanas en la que las semanas 1-2 fueron la fase de orientación dietética, las semanas 3-4 fueron la fase de alimentación centralizada, y las semanas 5-8 fueron la fase de atención médica domiciliaria. Los participantes fueron seguidos en el hospital una vez por semana para recopilar información sobre la presión arterial, la sal y el uso de drogas en pacientes ambulatorios. Los exámenes físicos se realizaron a las 4 semanas y al final de la intervención, así como al inicio del estudio. Resultados: después de la intervención, la presión arterial tanto del grupo bajo en sodio (PAS: -14,32 mmHg, p < 0,001; PAD: -6,32 mmHg, p < 0,001) como del grupo de sal común (PAS: -10,98 mmHg, p < 0,001; PAD: -5,24 mmHg, p = 0,001) disminuyó significativamente con una disminución más pronunciada en el grupo bajo en sodio pero sin diferencias estadísticamente significativas entre los dos grupos (PAS: -0,28 mmHg, p = 0,929; PAD: -3,32 mmHg, p = 0,093). Al final de la intervención, la ingesta de sodio disminuyó significativamente, pero la ingesta de potasio aumentó en el grupo bajo en sodio (p < 0,05); sin embargo, el grupo de la sal común no tuvo cambios significativos. Conclusión: la reducción de la ingesta de sodio basada en la dieta DASH modificada tuvo un buen efecto sobre la presión arterial sistólica y diastólica en pacientes hipertensos con diabetes de tipo 2. La reducción de sodio basada en la dieta DASH modificada es segura y eficaz, por lo que puede utilizarse como guía para una vida saludable en pacientes hipertensos.

Abstract Objectives: to evaluate the effect of sodium reduction based on a modified DASH diet on blood pressure in hypertensive patients with type 2 diabetes. Material and methods: sixty-one hypertensive patients with type 2 diabetes were selected from the community and randomly allocated to a common salt group and low sodium salt group receiving the 8-week dietary intervention, in which weeks 1-2 was the dietary guidance phase, weeks 3-4 was the centralized feeding phase, and weeks 5-8 was the home medical care phase. Participants were followed up in the hospital once a week to collect information on outpatient blood pressure, salt, and drug use. Physical examinations were conducted at 4 weeks and the end of the intervention, as well as at baseline. Results: after the intervention, the blood pressure of both the low sodium group (SBP: -14.32 mmHg, p < 0.001; DBP: -6.32mmHg, p < 0.001) and the common salt group (SBP: -10.98 mmHg, p < 0.001; DBP: -5.24 mmHg, p = 0.001) decreased significantly with a more pronounced decrease in the low sodium group but no statistically significant differences between the two groups (SBP: -0.28 mmHg, p = 0.929; DBP: -3.32 mmHg, p = 0.093). At the end of the intervention, sodium intake was significantly decreased, but potassium intake was increased in the low sodium group (p < 0.05); however, the common salt group had no significant change. Conclusion: reducing sodium intake based on the modified DASH diet had a good effect on systolic and diastolic blood pressure in hypertensive patients with type 2 diabetes. Sodium reduction based on the modified DASH diet is safe and effective, and can be used as a guide for healthy living in hypertensive patients.

Abstract Clinically, methane is an anti-inflammatory gas used to treat organ damage. There is no extensive research on methane's repair of traumatic brain injury (TBI), so this study aims to investigate the role of methane and its potential mechanism. A rat TBI model was established by mechanical impact. SD rats were divided into four groups, including sham group, TBI group, 2 or 20 mL/kg methane-rich saline (MS) group. Morris water maze test revealed that MS improved cognitive function in TBI rats. HE and Nissl staining showed that MS reduced the blurring of brain tissues boundary, the number of necrotic plaques and neurons in TBI rats. In addition, ELISA revealed that MS restored the oxidative stress of TBI rats and reversed the inflammatory effect of TBI on brain cells, and TUNEL staining detected that MS inhibited cell apoptosis. Western blotting showed that MS downregulated Caspase-3 and Bax protein levels and upregulated Bcl-2 level. And MS inhibited phosphorylated expressions of Janus kinase 1 (JAK1), signal transducer and activator of the transcription (STAT1) and NF-κb-p65. In conclusion, MS improved cognitive function, reduced inflammatory response and oxidative stress and inhibited cell apoptosis to relieve rat TBI by blocking the activation of the JAK1/STAT1/NF-κb-p65 pathway.

Abstract In order to reduce post-harvest losses, the classification of fresh apples is crucial. Taking the hierarchical transmission control system as the object, the research was carried out on the verification of the bus network can flexibly expand the motor equipment, the stable and reliable operation of the motor, and the accuracy of Apple's classification. Combine Labview virtual instrument technology to realize the design of Apple's hierarchical transmission control system based on Controller Area Network technology. Fuzzy PID and traditional PID algorithms are used to simulate and realize the operation of brushless DC motor, and compare the advantages of brushless DC motor control based on fuzzy PID to ensure the safe and stable operation of the system. Using the machine learning algorithms model for color detection, the Support Vector Machine algorithm model finally achieved the classification of the three types of apple samples with a recognition rate of 96.7%.

Abstract Prediction of seed vigor based on hyperspectral peant. The traditional method is time-consuming and laborious to detect seed vigor. At the same time, the accuracy of the detection result is not high, and it will cause damage to the seed itself. Therefore, in order to achieve rapid and non-destructive detection of peanut seed vigor, the test was performed with original health, artificial aging for 24h and Peanut seeds with different vigor gradients at 72 hours were used as the research samples. Hyperspectral images with a wavelength range of 387~1035 nm were collected, and the image of the central part of the peanut seeds with a pixel size of 60 × 60 after correction was intercepted and the average reflectance value was calculated. After a combination of processing analysis, characteristic band processing, and model selection, a hyperspectral prediction system with the highest correlation to the viability of extracted peanut seeds was finally established. Experiments shown that the combination of hyperspectral imaging technology and the MF-LightGBM-RF model had the best performance, with a prediction accuracy of 92.59% and a fitting time of 1.77s, which simplifies the model and improves efficiency.