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Glycemic index,glycemic load and insulinemic index of Chinese starchy foods 被引量:13
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作者 Meng-Hsueh Amanda Lin Shin Lu Jenshinn Lin 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第39期4973-4979,共7页
AIM:To determine the glycemic index(GI),glycemic load(GL)and insulinemic index(Ⅱ)of five starchy foods that are commonly used in Chinese diets.METHODS:Ten healthy subjects aged between 20-30 years were recruited.Each... AIM:To determine the glycemic index(GI),glycemic load(GL)and insulinemic index(Ⅱ)of five starchy foods that are commonly used in Chinese diets.METHODS:Ten healthy subjects aged between 20-30 years were recruited.Each subject was asked to consume 50 g of available carbohydrate portions of test foods and reference food.Finger capillary blood samples were collected at the start of eating and 15,30,45,60,90 and 120 min after consumption.The GI and Ⅱ of foods were calculated from the ratio of incremental area under the glucose/insulin response curves of test and reference foods.The GL for each test food was determined from its GI value and carbohydrate content.RESULTS:The results showed that brown rice elicited the highest postprandial glucose and insulin responses,followed by taro,adlay,yam and mung bean noodles,which produced the lowest.Among the five starchy foods,brown rice evoked the highest GI and GL at 82±0.2 and 18±0.2,followed by taro(69±0.4,12±0.2),adlay(55±0.4,10±0.2),yam(52±0.3,9±0.0)and mung bean noodles(28±0.5,7±0.2),respectively.The Ⅱ values of the test foods corresponded with GI values.Similarly,brown rice gave the highest Ⅱ at 81±0.1,followed by taro(73±0.3),adlay(67±0.3),yam(64±0.5) and mung bean noodles(38±0.3).All five starchy foods had lower GI,GL and Ⅱ than reference bread(P<0.05).CONCLUSION:The GI,GL and Ⅱ values of starchy foods provide important information for the public to manage their diet and could be useful for the prevention of lifestyle-related diseases such as diabetes mellitus. 展开更多
关键词 Glycemic RESPONSE Glycemic index Glycemic load Insulinemic RESPONSE Insulinemic index
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Glycemic index and glycemic load of selected Chinese traditional foods 被引量:4
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作者 Stephen Heung-sang Wong 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第12期1512-1517,共6页
AIM:To determine the glycemic index(GI)and glycemic load(GL)values of Chinese traditional foods in Hong Kong.METHODS:Fifteen healthy subjects(8 males and 7 females)volunteered to consume either glucose or one of 23 te... AIM:To determine the glycemic index(GI)and glycemic load(GL)values of Chinese traditional foods in Hong Kong.METHODS:Fifteen healthy subjects(8 males and 7 females)volunteered to consume either glucose or one of 23 test foods after 10-14 h overnight fast.The blood glucose concentrations were analyzed immediately before,15,30,45,60,90 and 120 min after food consumption using capillary blood samples.The GI value of each test food was calculated by expressing the incremental area under the blood glucose response curve(IAUC)value for the test food as a percentage of each subject's average IAUC value for the glucose.The GL value of each test food was calculated as the GI value of the food multiplied by the amount of the available carbohydrate in a usual portion size,divided by 100.RESULTS:Among all the 23 Chinese traditional foods tested,6 of them belonged to low GI foods(Tuna Fish Bun,Egg Tart,Green Bean Dessert,Chinese Herbal Jelly,Fried Rice Vermicelli in Singapore-style,and Spring Roll),10 of them belonged to moderate GI foods(Baked Barbecued Pork Puff,Fried Fritter,"Mai-Lai"Cake,"Pineapple"Bun,Fried Rice Noodles with Sliced Beef,Barbecue Pork Bun,Moon Cakes,Glutinous Rice Ball,Instant Sweet Milky Bun,and Salted Meat Rice Dumpling),the others belonged to high GI foods(Fried Rice in Yangzhou-Style,Sticky Rice Wrapped in Lotus Leaf,Steamed Glutinous Rice Roll,Jam and Peanut Butter Toast,Plain Steamed Vermicelli Roll,Red Bean Dessert,and Frozen Sweet Milky Bun).CONCLUSION:The GI and GL values for these Chinese traditional foods will provide some valuable information to both researchers and public on their food preference. 展开更多
关键词 Glycemic index Glycemic load Chinese traditional foods
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Glycemic Index, Glycemic Load, and Glycemic Response to Pomelo in Patients with Type 2 Diabetes 被引量:1
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作者 邵诗颖 徐惟捷 +12 位作者 陶静 张建华 周新荣 袁刚 杨雁 张静 张红艳 徐强 邓秀新 胡蜀红 张木勋 刘喆隆 余学锋 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2017年第5期711-718,共8页
Food intake has a great influence on blood glucose in patients with diabetes. This study was to determine the glycemic index(GI) and glycemic load(GL) of a particular pomelo named Majia pomelo and its effects on p... Food intake has a great influence on blood glucose in patients with diabetes. This study was to determine the glycemic index(GI) and glycemic load(GL) of a particular pomelo named Majia pomelo and its effects on postprandial glucose(PPG) in patients with type 2 diabetes(T2D). Twenty healthy subjects and 20 T2D patients(controlled on lifestyle measures and/or metformin) were tested on 2 separate days with 50 g of glucose and 50 g equivalent of carbohydrates from Majia pomelo for GI measurement. To test effects of Majia pomelo on PPG, 19 hospitalized T2D patients(controlled on insulin therapy) were selected for a 9-day study. The dose of insulin for each patient was adjusted on the first 3 days. A total of 100 g Majia pomelo was consumed per meal in the last 3 tested days. Blood glucose was measured to evaluate the glycemic excursions. The GIs for Majia pomelo in healthy individuals and T2D patients were 78.34±1.88 and 72.15±1.95 respectively. The value of GL was as low as 4.23 in diabetic patients with serving size of 100 g pomelo, indicting Majia pomelo as a high GI but low GL fruit. Consumption of Majia pomelo in hospitalized T2D patients did not cause significant glucose fluctuation. It was concluded that high GI pomelo can serve as a low GL fruit if it is consumed with a limited daily amount and thus can be supplied to diabetic patients. These results may mean more varieties of food choices for T2D patients. 展开更多
关键词 glycemic index glycemic load type 2 diabetes POMELO
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Estimating Unconfined Compressive Strength of Sedimentary Rocks in United Arab Emirates from Point Load Strength Index 被引量:2
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作者 Hussain Salah Maher Omar Abdallah Shanableh 《Journal of Applied Mathematics and Physics》 2014年第6期296-303,共8页
In this paper, three rock types including Sandstone, Mudstone, and Crystalline Gypsum were part of a laboratory study conducted to develop a dataset for predicting the unconfined compressive strength of UAE intact sed... In this paper, three rock types including Sandstone, Mudstone, and Crystalline Gypsum were part of a laboratory study conducted to develop a dataset for predicting the unconfined compressive strength of UAE intact sedimentary rock specimens. Four hundred nineteen rock samples from various areas along the coastal region of the UAE were collected and tested for the development of this dataset and evaluation of models. From the statistical analysis of the data, regression equations were established among rock parameters and correlations were expressed and compared by the ones proposed in literature. 展开更多
关键词 SEDIMENTARY ROCKS UNITED Arab Emirates Unconfined COMPRESSIVE STRENGTH Point load STRENGTH index Regression Analysis
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Glycemic Index and Glycemic Load of Selected Staples Based on Rice,Yam and Cassava Commonly Consumed in Cote d’Ivoire 被引量:1
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作者 Camille Adam Kouamé Nestor Kouakou Kouassi +4 位作者 Aissatou Coulibaly Denis Yao N’dri Georges Gnomblesson Tiahou Lokrou Adrien Georges N’guessan Amani 《Food and Nutrition Sciences》 2014年第4期308-315,共8页
Integrating information on the glycemic index (GI) and the glycemic load (GL) of diet is limited in C?te d’Ivoire because of the lack of data. Thus, this study was undertaking for the local management and prevention ... Integrating information on the glycemic index (GI) and the glycemic load (GL) of diet is limited in C?te d’Ivoire because of the lack of data. Thus, this study was undertaking for the local management and prevention of diabetes mellitus and its complications based on nutritional data (GI and GL values). The study included ten healthy subjects with 7 males, 3 females (28 ± 2 years on average age and 20.5 ± 1.7 on average BMI). Participants tested three different meals with equal carbohydrate load (50 g). Blood samples were obtained at 0, 15, 30, 45, 60, 90 and 120 min before and after consumption for glucose levels determination. GIs were determined using a standard method with glucose as reference food and data were used for GLs calculating. Data showed that GIs value of pounded yam with eggplant sauce and cassava paste with granulates palm nut sauce were high ranging to 94 to 86 respectively while rice with groundnut sauce, have a low GI (GI = 45). Nevertheless, the GLs of the all the test foods are high with the values of 47, 43 and 23 (g) for pounded yam with eggplant sauce, cassava paste with granulates palm nut sauce and rice with groundnut sauce respectively. According to GIs and GLs data, the three test foods must be consumed moderately in a diet. So, it is important to associate GL data to GI data of Ivorian traditional foods for the management and the prevention of diabetes mellitus in C?te d’Ivoire and in others countries sharing the same food tradition. 展开更多
关键词 Diabetes Mellitus Management PREVENTION Glycemic index Glycemic load Ivorian Traditional Foods
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Simulating of marble subjected to uni-axial loading using index-parabola damage model
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作者 温世游 李夕兵 骆达成 《中国有色金属学会会刊:英文版》 CSCD 2001年第2期293-296,共4页
The limitations of several existing classical rock damage models were critically appraised. Thereafter, a description of a new model to estimate the response of rock was provided. The results of an investigation lead ... The limitations of several existing classical rock damage models were critically appraised. Thereafter, a description of a new model to estimate the response of rock was provided. The results of an investigation lead to the development and confirmation of a new index parabola damage model. The new model is divided into two parts, fictitious damage and real damage and bordered by the critical damage point. In fictitious damage, the damage variable follows the index distribution, while in the real damage a parabolic distribution is used. Thus, the so called index parabola damage model is derived. The proposed damage model is applied to simulate the damage procedure of marble under uni axial loading. The results of the tests show that the proposed model is in excellent agreement with experimental data, in particular the nonlinear characteristic of rock deformation is adequately represented. [ 展开更多
关键词 index parabola damage model uni axial loading nonlinear behavior of marble
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Utilizing Stability Index Tracing for Precise Load Buses Identification in Load Shedding Problem
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作者 Z. Hamid I. Musirin M. M. Othman 《Engineering(科研)》 2013年第1期168-173,共6页
This paper proposes a new approach for suitable load buses identification via stability index tracing in performing corrective load shedding. The proposed identification technique is called the Fast Voltage Stability ... This paper proposes a new approach for suitable load buses identification via stability index tracing in performing corrective load shedding. The proposed identification technique is called the Fast Voltage Stability Index Load Tracing (FVSI-LT). By implementing a power tracing algorithm, a group of major contributors on the stress experienced by a power system is able to be precisely identified by a system operator (SO) based on the traced values of FVSI. To be precise, the traced FVSI via FVSI-LT can be used to form a ranking list indicating the priority of buses committed for shedding purpose. After designing a Fuzzy Inference System (FIS) for deciding the allowable load powers to be shed and performing experiment on IEEE 57-Bus reliability test system (RTS), it is revealed that the ranking list provided by FVSI-LT results to the most consistent improvement in terms of voltage stability and losses minimization. 展开更多
关键词 fuzzy LOGIC FVSI-LT load SHEDDING stability index TRACING
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Relationship between Vegetation Index and Forest Surface Fuel Load in UAV Multispectral Remote Sensing
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作者 Yufei ZHOU Zhenshi WANG +6 位作者 Yingxia ZHONG Qiang LI Shujing WEI Sisheng LUO Zepeng WU Ruikun DAI Xiaochuan LI 《Asian Agricultural Research》 2022年第10期33-36,41,共5页
[Objectives]To explore the relationship between vegetation index and forest surface fuel load.[Methods]UAV multispectral remote sensing was used to obtain large-scale forest images and obtain structural data of forest... [Objectives]To explore the relationship between vegetation index and forest surface fuel load.[Methods]UAV multispectral remote sensing was used to obtain large-scale forest images and obtain structural data of forest surface fuel load.This experimental area was located in Gaoming District,Foshan City,Guangdong Province.The average surface fuel load of the experimental area was as high as 39.33 t/ha,and the forest surface fuel load of Pinus elliottii was the highest.[Results]The normalized difference vegetation index(NDVI)and enhanced vegetation index(EVI)had a moderately strong correlation with the forest surface fuel load.The regression model of NDVI(X)and forest surface fuel load(Y)was established:Y=-5.9354X+8.4663,and the regression model of EVI(X)and forest surface fuel load(Y)was established:Y=-5.8485X+6.7271.The study also found that the linear relationship between NDVI and surface fuel load was more significant.[Conclusions]Both NDVI and EVI have moderately strong correlations with forest surface fuel load.NDVI is moderately or strongly correlated with the surface fuel load of Pinus massoniana forest,shrub grassland,broad-leaf forest and bamboo forest,while EVI is only strongly correlated with surface fuel load of broad-leaf forest and bamboo forest.It is expected that the relationship between other vegetation indices and forest surface fuel load can be obtained by the method in this study,so as to find a more universal vegetation index for calculating surface fuel load. 展开更多
关键词 Unmanned AERIAL vehicle (UAV) MULTISPECTRAL REMOTE sensing VEGETATION index Fuel load
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Machine Learning for Hybrid Line Stability Ranking Index in Polynomial Load Modeling under Contingency Conditions
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作者 P.Venkatesh N.Visali 《Intelligent Automation & Soft Computing》 SCIE 2023年第7期1001-1012,共12页
In the conventional technique,in the evaluation of the severity index,clustering and loading suffer from more iteration leading to more com-putational delay.Hence this research article identifies,a novel progression f... In the conventional technique,in the evaluation of the severity index,clustering and loading suffer from more iteration leading to more com-putational delay.Hence this research article identifies,a novel progression for fast predicting the severity of the line and clustering by incorporating machine learning aspects.The polynomial load modelling or ZIP(constant impedances(Z),Constant Current(I)and Constant active power(P))is developed in the IEEE-14 and Indian 118 bus systems considered for analysis of power system security.The process of finding the severity of the line using a Hybrid Line Stability Ranking Index(HLSRI)is used for assisting the concepts of machine learning with J48 algorithm,infers the superior affected lines by adopting the IEEE standards in concern to be compensated in maintaining the power system stability.The simulation is performed in the WEKA environment and deals with the supervisor learning in order based on severity to ensure the safety of power system.The Unified Power Flow Controller(UPFC),facts devices for the purpose of compensating the losses by maintaining the voltage characteristics.The finite element analysis findings are compared with the existing procedures and numerical equations for authentications. 展开更多
关键词 CONTINGENCY hybrid line stability ranking index(HLSRI) machine learning(ML) unified power flow controller(UPFC) ZIP load modelling
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A Damage Control Model for Reinforced Concrete Pier Columns Based on Pre-Damage Tests under Cyclic Reverse Loading 被引量:1
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作者 Zhao-Jun Zhang Jing-Shui Zhen +3 位作者 Bo-Cheng Li De-Cheng Cai Yang-Yang Du Wen-Wei Wang 《Structural Durability & Health Monitoring》 2025年第2期327-346,共20页
To mitigate the challenges in managing the damage level of reinforced concrete(RC)pier columns subjected to cyclic reverse loading,this study conducted a series of cyclic reverse tests on RC pier columns.By analyzing ... To mitigate the challenges in managing the damage level of reinforced concrete(RC)pier columns subjected to cyclic reverse loading,this study conducted a series of cyclic reverse tests on RC pier columns.By analyzing the outcomes of destructive testing on various specimens and fine-tuning the results with the aid of the IMK(Ibarra Medina Krawinkler)recovery model,the energy dissipation capacity coefficient of the pier columns were able to be determined.Furthermore,utilizing the calibrated damage model parameters,the damage index for each specimen were calculated.Based on the obtained damage levels,three distinct pre-damage conditions were designed for the pier columns:minor damage,moderate damage,and severe damage.The study then predicted the variations in hysteresis curves and damage indices under cyclic loading conditions.The experimental findings reveal that the displacement at the top of the pier columns can serve as a reliable indicator for controlling the damage level of pier columns post-loading.Moreover,the calibrated damage index model exhibits proficiency in accurately predicting the damage level of RC pier columns under cyclic loading. 展开更多
关键词 Reinforced concrete pier cyclic reverse load pre-damage damage index displacement control
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Rice and Bean:Glycemic Index and Glycemic Load of the“Baiao de Dois”
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作者 Tatiana Uchoa Passos Helena Alves de Carvalho Sampaio +3 位作者 Soraia Pinheiro Machado Arruda Maria Luisa Pereira de Melo Jose Wellington de Oliveira Lima Daianne Cristina Rocha 《Agricultural Sciences》 2014年第9期770-775,共6页
The “bai?o de dois” is a typical Brazilian dish and a rich combination of rice and beans. This preparation has a high nutritional value but its effect on glycemic response is not yet studied. To determine the glycem... The “bai?o de dois” is a typical Brazilian dish and a rich combination of rice and beans. This preparation has a high nutritional value but its effect on glycemic response is not yet studied. To determine the glycemic index and glycemic load of foods can help prescribing diets and as a result, improving the treatment and prevention of chronic diseases. This study aimed to access the glycemic index (GI) and glycemic load (GL) of “bai?o de dois”. Following the protocol recommended by the Food and Agriculture Organization, 6 volunteers were recruited to perform blood glucose tests. Each volunteer performed three glucose tolerance tests and a test with “bai?o de dois”. All tests were undertaken in separate weeks. Through the calculation of the areas under each of the curves, it was possible to access the GI of “bai?o de dois” by the average values of six GIs found for each volunteer. It was calculated that the GL of each portion tested and recommended servings per capita. It was found that “bai?o de dois” had low GI (44) and GL (6) at the recommended per capita, but high GL (22) at the portion tested (bigger than the recommended). The “bai?o de dois” do not present a potential risk for developing chronic diseases, but it is recommended consumption to be monitored. 展开更多
关键词 Glycemic index Glycemic load Regional Food Baiao de Dois Chronic Disease
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Glycemic Index and Glycemic Load of Juice from Edible Wild Fruits (Adansonia digitata, Tamarindus indica and Parkia biglobosa) Consumed in Cote d’Ivoire
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作者 Antoine Kouame Kouassi Nestor Kouakou Kouassi +3 位作者 Maxwell Avit Grah Beugre Denis Yao N’Dri Georges N’Guessan Amani Dago Gnakri 《Journal of Biosciences and Medicines》 2018年第1期63-74,共12页
The diabetes mellitus is a public health problem in C?te d’Ivoire. The Glycemic index (GI) and the Glycemic load (GL) determination of commonly consumed foods such as juice fruits is an alternative to prevent metabol... The diabetes mellitus is a public health problem in C?te d’Ivoire. The Glycemic index (GI) and the Glycemic load (GL) determination of commonly consumed foods such as juice fruits is an alternative to prevent metabolic diseases. This study carried out three wild fruits locally named Baobab (Adansonia digitata), Tomi (Tamarindus indica) and Néré (Parkia biglobosa) collected at maturity stage. The juices from the pulp of fruits have been elaborated, pasteurized, submitted to microbiological and physicochemical analysis before GIs/GLs determination. Ten healthy subjects with body mass index and age average respectively 21.57 ± 1.06 and 28 ± 2 years old tested the three juices and glucose (50 g) as reference food. Blood samples have been collected at 0, 15, 30, 45, 60, 90 and 120 min after foods consumption. The GIs/GLs has been determined according to ISO/FDI 26642:2010 protocol. Data showed that pasteurized juices has a weak microbiologic load (1.0102 - 2.4102 of Mesophylls Aerobic Germs) and not contain pathogen germs. The GI and GL of Néré juice are high with respective values of 89.54 ± 1.63 and 29.22 ± 4.09 whereas those of Baobab and Tomi juice are moderate with respective GI/GL values of 66.48 ± 2.12/13.24 ± 1.99 and 60.41 ± 2.63/12.87 ± 1.67. The juice of Néré should be consumed occasionally when those of Baobab and Tomi should be consumed with moderation. It would be suitable to know more about the GI and GL of all the juice fruits produced locally so as to prevent efficiently diabetes mellitus in the country. 展开更多
关键词 Edible Wild Fruits Pasteurized Juices Glycemic index Glycemic load Cote D’Ivoire
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TRLLD:Load Level Detection Algorithm Based on Threshold Recognition for Load Time Series
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作者 Qingqing Song Shaoliang Xia Zhen Wu 《Computers, Materials & Continua》 2025年第5期2619-2642,共24页
Load time series analysis is critical for resource management and optimization decisions,especially automated analysis techniques.Existing research has insufficiently interpreted the overall characteristics of samples... Load time series analysis is critical for resource management and optimization decisions,especially automated analysis techniques.Existing research has insufficiently interpreted the overall characteristics of samples,leading to significant differences in load level detection conclusions for samples with different characteristics(trend,seasonality,cyclicality).Achieving automated,feature-adaptive,and quantifiable analysis methods remains a challenge.This paper proposes a Threshold Recognition-based Load Level Detection Algorithm(TRLLD),which effectively identifies different load level regions in samples of arbitrary size and distribution type based on sample characteristics.By utilizing distribution density uniformity,the algorithm classifies data points and ultimately obtains normalized load values.In the feature recognition step,the algorithm employs the Density Uniformity Index Based on Differences(DUID),High Load Level Concentration(HLLC),and Low Load Level Concentration(LLLC)to assess sample characteristics,which are independent of specific load values,providing a standardized perspective on features,ensuring high efficiency and strong interpretability.Compared to traditional methods,the proposed approach demonstrates better adaptive and real-time analysis capabilities.Experimental results indicate that it can effectively identify high load and low load regions in 16 groups of time series samples with different load characteristics,yielding highly interpretable results.The correlation between the DUID and sample density distribution uniformity reaches 98.08%.When introducing 10% MAD intensity noise,the maximum relative error is 4.72%,showcasing high robustness.Notably,it exhibits significant advantages in general and low sample scenarios. 展开更多
关键词 load time series load level detection threshold recognition density uniformity index outlier detection management systems engineering
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柱壁加强型CFST框架异形柱节点抗震试验及构造优化研究
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作者 陈安英 袁礼正 +2 位作者 王波 完海鹰 王兆峰 《合肥工业大学学报(自然科学版)》 北大核心 2026年第1期102-110,118,共10页
为研究柱壁加强型钢管混凝土(concrete-filled steel tube,CFST)框架异形柱节点的抗震性能,文章通过改变柱壁加强区厚度与高度设计3个试验试件,并对其进行低周反复加载。结果表明:各试件主要发生钢梁翼缘的塑性铰破坏,滞回曲线整体为饱... 为研究柱壁加强型钢管混凝土(concrete-filled steel tube,CFST)框架异形柱节点的抗震性能,文章通过改变柱壁加强区厚度与高度设计3个试验试件,并对其进行低周反复加载。结果表明:各试件主要发生钢梁翼缘的塑性铰破坏,滞回曲线整体为饱满梭形,各试件承载力较好,节点具备良好的抗震性能;利用ABAQUS有限元软件建立3个试验试件的有限元模型,对比试验与有限元模拟的破坏模式、曲线以及应变分布规律,验证了有限元模拟方法的可靠性,并通过分析进一步明确了节点的抗震性能。试验过程中也出现了钢牛腿与钢梁翼缘的对接焊缝撕裂较早,影响节点耗能能力与延性的充分发挥,基于已验证的有限元模拟方法,研究减小钢牛腿壁板厚度与“狗骨式”构造对于节点抗震性能以及减小焊缝位置断裂风险的影响,结果表明这2种构造可以有效降低焊缝位置的断裂风险,基于设计要求,建议钢牛腿斜坡坡度不小于1∶6.25,钢梁翼缘削弱比例不大于0.267。 展开更多
关键词 钢管混凝土(CFST) 异形柱节点 低周反复加载 有限元分析 构造优化 断裂指数
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基于负荷预测的公共建筑围护结构节能率特征研究
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作者 刘馨 陈家琦 +3 位作者 吴修慧 王萌 冯国会 马腾 《建筑技术》 2026年第2期209-214,共6页
负荷预测能预先确定建筑能耗指标,为高效实施建筑节能优化策略提供清晰的指导方向。利用BP神经网络、决策树回归、KNN回归、XGBoost等预测模型对严寒地区一栋典型的绿色办公建筑进行负荷预测。以围护结构为研究对象,重新定义为建筑本体... 负荷预测能预先确定建筑能耗指标,为高效实施建筑节能优化策略提供清晰的指导方向。利用BP神经网络、决策树回归、KNN回归、XGBoost等预测模型对严寒地区一栋典型的绿色办公建筑进行负荷预测。以围护结构为研究对象,重新定义为建筑本体(围护结构)节能率,并与建筑本体节能率进行对比。KNN回归模型的负荷预测精度最高。建筑本体(围护结构)节能率为35.74%;外墙、外窗、屋顶贡献的节能率分别为25.89%、10.03%、9.09%。提出公共建筑围护结构节能率指标分析方法,量化外墙、外窗、屋顶节能贡献度占比,为办公建筑节能改造提供创新评估路径。 展开更多
关键词 负荷预测 KNN回归 建筑本体(围护结构)节能率 围护结构节能率指标
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考虑航行速度的船舶电力系统负荷优化分配
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作者 王红涛 惠节 《舰船科学技术》 北大核心 2026年第2期89-93,共5页
船舶综合电力系统含有多类异构发电单元,在航行速度波动下易引发功率振荡、频率崩溃及能效退化问题,使得船舶电力系统低频减载综合切负荷量难以评估,缺乏应对航行速度波动下负荷变化的能力,导致船舶电力系统能效较高。为此,提出考虑航... 船舶综合电力系统含有多类异构发电单元,在航行速度波动下易引发功率振荡、频率崩溃及能效退化问题,使得船舶电力系统低频减载综合切负荷量难以评估,缺乏应对航行速度波动下负荷变化的能力,导致船舶电力系统能效较高。为此,提出考虑航行速度的船舶电力系统负荷优化分配方法。利用层次分析法,考虑航速影响动态评估负荷重要性,计算船舶电力系统低频减载过程中的负荷切除因子,量化切负荷代价。考虑航行速度,通过航段离散与积分方法,计算船舶能效指数。以最小化低频减载综合切负荷量与船舶能效指数为目标函数,以机组出力、功率平衡及航速为约束,实现对发电机组功率与负荷切除量的协同优化分配。实验证明:所提方法在30%功率缺额下可将系统最大低频减载代价从350 W降至200 W,EEXI从34降至20,显著增强了系统的鲁棒性与运行经济性。 展开更多
关键词 航行速度 船舶电力系统 负荷优化分配 层次分析法 低频减载 船舶能效指数
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考虑源荷储功率协调和不确定性的配电网集群划分方法
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作者 郭自文 王子鉴 +5 位作者 黄纯 江亚群 邱嘉怡 谈书晨 曹佳敏 温宇鑫 《电网技术》 北大核心 2026年第3期1082-1090,I0066-I0068,共12页
针对大规模分布式光伏并网带来的配电网协调自治挑战,以及现有集群划分方法在储能供需协调特性与源荷不确定性方面的局限性,提出一种考虑源荷储功率协调性的集群划分方法,并将改进的灰狼算法与源荷不确定分析相结合,从而提高了划分方法... 针对大规模分布式光伏并网带来的配电网协调自治挑战,以及现有集群划分方法在储能供需协调特性与源荷不确定性方面的局限性,提出一种考虑源荷储功率协调性的集群划分方法,并将改进的灰狼算法与源荷不确定分析相结合,从而提高了划分方法在极端场景下的适用性与稳定性。首先,构建了基于电气距离的模块度、集群有功与无功平衡度、集群储能供需协调度结合的综合性能指标体系;其次,通过Tent混沌映射与非线性控制参数策略改进灰狼算法,以提高种群多样性和全局搜索能力,避免陷入局部最优解;最后,利用场景分析法将源荷出力不确定模型转换为具体场景,对配电网集群划分模型进行寻优。改进的IEEE 33节点和10kV实际配电网集群划分算例结果表明,所提的划分方法在需要自治性能与协调能力的配电网中具备显著的适应性与有效性。 展开更多
关键词 配电网 集群划分 综合性能指标 改进的灰狼算法 源荷不确定性
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考虑5G基站调控潜力和多资源协同的配电网分层分区有功无功协调优化方法
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作者 兰征 谭仁煜 +4 位作者 杨淳智 王鑫 李俊豪 李航 彭曦 《电力系统保护与控制》 北大核心 2026年第2期91-102,共12页
5G基站、分布式光伏(distributed photovoltaic,DPV)等分布式资源大规模参与配电网经济与电能质量等多目标优化调度,致使配电网调控模型决策变量复杂、求解时间慢等问题凸显。为此,提出一种考虑5G基站调控潜力和多资源协同的配电网分层... 5G基站、分布式光伏(distributed photovoltaic,DPV)等分布式资源大规模参与配电网经济与电能质量等多目标优化调度,致使配电网调控模型决策变量复杂、求解时间慢等问题凸显。为此,提出一种考虑5G基站调控潜力和多资源协同的配电网分层分区优化方法。首先,考虑5G基站通信流量波动特性,建立计及闲置荷电状态(state of charge,SOC)约束的5G基站调控潜力模型。基于此,再建立配电网分层分区优化模型。上层以配电网综合效益最优为目标进行集中式调度,从而确定配电网分组投切电容器组、静止无功发生器等自身资源的动作方案。下层为分区调度,结合电压-功率灵敏度和考虑5G基站通信负荷的源荷不匹配度指标进行配电网物理分区,建立面向5G基站闲置SOC和DPV剩余容量的配电网分区协调优化模型,并采用二阶锥规划和同步型交替方向乘子法相结合的混合算法进行求解。最后,以改进的IEEE33节点配电网为算例,分析验证了所提方法的有效性。结果表明,所提方法能够提高配电网调控模型的求解能力,并提升配电网经济性和电压质量。 展开更多
关键词 5G基站 后备储能 无功补偿 分区协调优化 源荷不匹配度
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梳齿榫型钢-混凝土组合梁桥结构方案研究
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作者 熊治华 潘振华 +3 位作者 狄荻 李军 成立涛 刘宏宇 《中外公路》 2026年第1期130-139,共10页
为研究新型梳齿榫型钢-混凝土组合梁桥(跨径8~40 m)的结构性能并优化其设计方案,该文以活载结构效率指数为指标,综合考虑结构受力、工程经济、施工便利性等因素,通过数值模拟方法,对组合梁负弯矩区及整体式桥台无缝结合部的受力性能进... 为研究新型梳齿榫型钢-混凝土组合梁桥(跨径8~40 m)的结构性能并优化其设计方案,该文以活载结构效率指数为指标,综合考虑结构受力、工程经济、施工便利性等因素,通过数值模拟方法,对组合梁负弯矩区及整体式桥台无缝结合部的受力性能进行研究。研究结果表明:(1) 8~20 m跨径的梳齿榫型钢-混组合梁桥,建议采用三主梁方案;30~40 m中等跨径梳齿榫型钢-混组合梁桥,四主梁方案具有结构及经济性优势,五主梁方案在施工便捷性及运输等方面具有优势;(2)明确了该新型组合梁合理梁高取值范围,在四主梁方案中,建议跨径30 m的钢腹板高度宜为600~800 mm;(3)采用小尺寸CL连接件的负弯矩区结构方案受力性能优异;(4)明确了整体式桥台无缝结合部的传力路径并提出了具体工程设计方案。 展开更多
关键词 钢-混组合梁桥 梳齿榫 活载结构效率指数 负弯矩区 无缝桥
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不同等级风荷载作用下港口钢光伏支架结构的可靠度分析
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作者 王小惠 蔡瑞 赵姗 《哈尔滨工程大学学报》 北大核心 2026年第1期149-159,共11页
为研究港口钢光伏支架结构在风荷载作用下的可靠性,本文利用SAP2000软件建立光伏支架模型,模拟不同风速下钢光伏支架破坏情况。模拟发现,钢光伏支架结构中的檩条最容易受到破坏,故分别建立不同风速、4种荷载组合下檩条发生强度和刚度破... 为研究港口钢光伏支架结构在风荷载作用下的可靠性,本文利用SAP2000软件建立光伏支架模型,模拟不同风速下钢光伏支架破坏情况。模拟发现,钢光伏支架结构中的檩条最容易受到破坏,故分别建立不同风速、4种荷载组合下檩条发生强度和刚度破坏的功能函数。针对檩条的强度破坏和刚度破坏模式,采用蒙特卡罗法模拟计算6级强风~17级超强台风作用、4种荷载组合情况下光伏支架檩条的破坏概率和可靠度指标。结果表明,光伏支架檩条发生强度破坏的概率明显高于发生刚度破坏的概率;强度和刚度的破坏概率均随着平均风速的增加逐渐增大;逆向风荷载组合下檩条的破坏概率均较高;光伏支架基本能抵御13级台风,但15-17级风作用下光伏支架可靠度指标急剧下降;在平均风速较低(6-8级)时,檩条发生强度和刚度破坏的概率基本相同,8级风后其发生强度破坏的概率略高。 展开更多
关键词 港口 钢光伏支架 不同等级风荷载 强度破坏 刚度破坏 蒙特卡罗法 破坏概率 可靠度指标
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