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A min-max optimization approach for weight determination in analytic hierarchy process 被引量:10
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作者 孙璐 《Journal of Southeast University(English Edition)》 EI CAS 2012年第2期245-250,共6页
A min-max optimization method is proposed as a new approach to deal with the weight determination problem in the context of the analytic hierarchy process. The priority is obtained through minimizing the maximal absol... A min-max optimization method is proposed as a new approach to deal with the weight determination problem in the context of the analytic hierarchy process. The priority is obtained through minimizing the maximal absolute difference between the weight vector obtained from each column and the ideal weight vector. By transformation, the. constrained min- max optimization problem is converted to a linear programming problem, which can be solved using either the simplex method or the interior method. The Karush-Kuhn- Tucker condition is also analytically provided. These control thresholds provide a straightforward indication of inconsistency of the pairwise comparison matrix. Numerical computations for several case studies are conducted to compare the performance of the proposed method with three existing methods. This observation illustrates that the min-max method controls maximum deviation and gives more weight to non- dominate factors. 展开更多
关键词 analytic hierarchy process rain-max optimization weight linear programming
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Analytic Hierarchy Process for Technological Risks in the Process of Innovative Drug Development in China
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作者 Diao Yuanyuan Wu Zhiang 《Asian Journal of Social Pharmacy》 2024年第1期29-42,共14页
Objective To identify the critical risks in the process of innovative drug research and development,and to provide reference for improving the efficiency of innovative drug development and risk control in China.Method... Objective To identify the critical risks in the process of innovative drug research and development,and to provide reference for improving the efficiency of innovative drug development and risk control in China.Methods Expert investigation and analytic hierarchy process were used to determine the weights of different risks.Results and Conclusion The research and analysis results showed that the risks at different stages of development had different effects on the success rate of drug development,among which the risk at the drug discovery stage influenced the most.In the drug discovery stage,inappropriate target selection had the greatest impact on the success rate of drug development.The lack of appropriate cell tissue or animal models had the greatest impact on the success rate of drug development from the discovery of a compound to the application for clinical trials.The difference in changes between nonclinical and clinical studies had the greatest impact on the success rate of drug development from early clinical studies to pivotal clinical studies.Incorrect dose selection had the greatest impact on the success rate of drug development from pivotal clinical studies to marketing authorization applications.The biggest impact from the marketing authorization application to the approval stage was inadequate communication with regulators.After investigating the weight of risk factors in the process of innovative drug development based on scientific methods,a new perspective for the risk control of new drug development and improving the research and development efficiency is provided. 展开更多
关键词 innovative drug drug research and development risk management analytic hierarchy process weight
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Delineating Groundwater Potential Zones Using Geospatial and Analytical Hierarchy Process Techniques in the Upper Omo-Gibe Basin,Ethiopia
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作者 Yonas Hagos Zelalem Bedaso Mulugeta Kebede 《Revue Internationale de Géomatique》 2024年第1期399-425,共27页
In regions with unpredictable rainfall and limited water supply,it’s crucial to pinpoint areas with high potential for groundwater and find the best spots for groundwater resource development.This study utilizes the ... In regions with unpredictable rainfall and limited water supply,it’s crucial to pinpoint areas with high potential for groundwater and find the best spots for groundwater resource development.This study utilizes the Analytic Hierarchy Process(AHP)in combination with Geographic Information Systems(GIS)to evaluate the potential groundwater zones in the Gombora watershed within the Omo Gibe basin in Ethiopia.Combining these two tools provided a detailed map showing potential groundwater areas.These zones are determined based on various thematic maps containing information about geology,soil texture,lineament density,slope,land use,and drainage density.The AHP method combines these data layers by assigning weights to each layer based on its importance for groundwater recharge.These weighted layers are then overlaid using a GIS platform to produce a conclusive map of potential groundwater areas.The groundwater potential within the watershed was qualitatively divided into five categories with area coverages of very good(1.6%),good(7.4%),moderate(21.4%),poor(51.6%),and very poor(17.9%)of thewatershed area.The accuracy of the groundwater potential zones was evaluated using the receiver operating characteristic(ROC)curve and the area under the curve(AUC),producing good results(AUC=75.5%).This research has shown that integrating AHP with GIS can effectively pinpoint potential groundwater zones.Additionally,the findings could play a key role in determining suitable locations for new groundwater wells and supplying valuable insights to decision-makers to aid in planning and implementing sustainable strategies for managing groundwater resources in the watershed. 展开更多
关键词 analytic hierarchy process ArcGIS groundwater potential zone MCDA(Multi-Criteria Decision Analysis) weighted index overlay
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METHOD FOR BRIDGE BEARING CAPACITY ASSESSMENT BASED ON ANALYTIC HIERARCHY PROCESS 被引量:2
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作者 张丽芳 艾军 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2009年第3期235-241,共7页
By analyzing the existing methods for the bridge bearing capacity assessment, an analytic hierarchy pro cess estimation model with a variable weight and fuzzy description is proposed based on the nondestructive infor ... By analyzing the existing methods for the bridge bearing capacity assessment, an analytic hierarchy pro cess estimation model with a variable weight and fuzzy description is proposed based on the nondestructive infor mation. Considering the actual strength, the bearing capacity is first calculated from its design state, and then modified based on the detection information. The modification includes the section reduction and the structure deterioration. The section reduction involves the concrete section and the steel cross-section reduction. The structure deterioration is decided by six factors, i.e. , the concrete surface damage, the actual concrete strength, the steel corrosion electric potential, the chloride ion content, the carbonization depth, and the protective layer depth. The initial weight of each factor is calculated by the expert judgment matrix using an analytic hierarchy process. The consistency approximation and the error transfer theory are used. Then, the variable weight is in- troduced to expand the influences of factors in the worse state. Finally, an actual bridge is taken as an example to verify the proposed method. Results show that the estimated capacity agrees well with that of the load test, thus the method is objective and credible 展开更多
关键词 BRIDGES bearing capacity fuzzy rules variable weight analytic hierarchy process
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Analytic Hierarchy Process for Evaluating Flipped Classroom Learning 被引量:3
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作者 Husam Jasim Mohammed Hajem Ati Daham 《Computers, Materials & Continua》 SCIE EI 2021年第3期2229-2239,共11页
In reality,the flipped classroom has gained popularity as a modern way of structuring teaching,where lectures move from in-class procedures to digitally-based assignments,freeing up the debate,and practice exercises c... In reality,the flipped classroom has gained popularity as a modern way of structuring teaching,where lectures move from in-class procedures to digitally-based assignments,freeing up the debate,and practice exercises class time.Therefore,it is essential to implement and analyze a way of teaching that will improve student performance.The paper aims to develop a model of the method of teaching science in Iraqi schools,and to assess whether teaching flipped classroom affects the achievement,motivation,and creative thinking of students by using the methodology of Multi-Criteria Decision Making(MCDM)in the Analytic Hierarchy Process(AHP).The AHP approach includes several steps,including setting assessment criteria and their weights,and by assessing the methodology of the flipped classroom as compared to the conventional cognitive learning process.An experiment was carried out in Iraqi secondary schools to examine the attitude of the students towards the subject of Chemistry.The findings have indicated that the students and teachers favored flipped classroom learning more than conventional cognitive learning.The study took the following parameters compared to the traditional approach:teaching techniques,learning flexibility,teaching aids effectiveness,student participation and working environment.This paper indicates that the teachers in Iraqi schools will be able to improve and do more preparation to shift towards flipped learning in the classroom. 展开更多
关键词 analytic hierarchy process flipped classroom criteria weights comparative analysis
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GIS Based Landslide Susceptibility Mapping with Application of Analytical Hierarchy Process in District Ghizer, Gilgit Baltistan Pakistan 被引量:3
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作者 Irum Rahim Syeda Maria Ali Maria Aslam 《Journal of Geoscience and Environment Protection》 2018年第2期34-49,共16页
District Ghizer is a rugged mountainous territory which experiences several landslides each year. There are 16 major landslide areas and 53 villages that are at high risk to hazards. Keeping in view the severity of na... District Ghizer is a rugged mountainous territory which experiences several landslides each year. There are 16 major landslide areas and 53 villages that are at high risk to hazards. Keeping in view the severity of natural hazards, the present study was designed to generate landslide susceptibility map based on twelve causative factors viz., slope, aspect, elevation, drainage network, Stream Power Index (SPI), Topographic Wetness Index (TWI), lithological units, fault lines, rainfall, road network, land cover and soil texture. Soil texture was determined by particle size analysis and data for other factors were acquired from freely available sources. Analytical Hierarchy Process (AHP) was employed to identify major landslide causative factors in the district Ghizer. Further, a temporal assessment from 1999 till 2015 was generated to assess the impact of land cover change on landslides. It indicated that the barren soil/ exposed rocks and glaciers have reduced while the vegetation and water classes have shown increment. The total area that lies in moderate to very high landslide susceptible zones was 74.38%, while slope is the main landslide causative factor in the district Ghizer. Validation of the susceptibility map showed 88.1% of the landslides in the study area had occurred in the moderate to very high susceptible zones. 展开更多
关键词 LANDSLIDE SUSCEPTIBILITY Mapping (LSM) analytical hierarchy Process (AHP) GEOGRAPHIC Information System (GIS) weighted Linear Combination (WLC) Remote Sensing (RS)
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Assessment and Application of Beach Quality Based on Analytic Hierarchy Process in Yangkou Beach, Qingdao 被引量:1
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作者 LI Haimeng WANG Jingyi ZHU Chaoyue 《Journal of Ocean University of China》 SCIE CAS CSCD 2023年第1期151-160,共10页
The whole-beach quality assessment is the basis of building and preserving beautiful beaches.The beach quality assessment index system and assessment standard have been established based on the attributes of beaches(i... The whole-beach quality assessment is the basis of building and preserving beautiful beaches.The beach quality assessment index system and assessment standard have been established based on the attributes of beaches(including the width,slope,landform,and types),sorting coefficient,and softness degree of surface sediment.The assessment weight of each index for quality evaluation was analyzed using the analytic hierarchy process,and comprehensive scores of selected beach profiles were calculated in accordance with the light assessment standard.A beach quality evaluation model based on index weight and scores was established in this paper.The factors of 12 profiles of Yangkou Beach in Qingdao City were surveyed to carry out a quality assessment,and the comprehensive scores of each profile were calculated in accordance with the evaluation model.The results showed that the quality of Yangkou Beach can be divided into four ratings:excellent,good,medium,and poor.The excellent-quality area includes a wide and flat dry beach zone and soft,flat,and clean intertidal and subtidal zones covered with well-sorted fine sand,and leisure sports,such as volleyball,running,and swimming,are suitable for tourists.The good-quality area features a slightly narrow and dry beach zone,moderately soft and uneven intertidal and subtidal zones covered with fine sand and a small tidal gully,and a small amount of foreign matter;leisure sports,such as walking and running,are suitable for tourists.This study recommends the building of fixed drainage ditches or underground culverts to reduce the tidal gully.The medium-quality area consisted of a narrow and dry beach zone,moderately soft and uneven intertidal and subtidal zones covered by poorly sorted medium sand,a tide ditch,and a small amount of foreign matter.In this area,walking is suitable for tourists.Sand should be supplemented in the intertidal zone.The poor-quality area contained a very narrow and dry beach zone covered with poor-sorted gravel,a very chaotic intertidal zone with a considerable amount of foreign matters,such as bricks and rocks,wide tidal ditches,and an uneven subtidal zone with some reefs;leisure sports are unsuitable here.Thus,foreign matter and reefs should be removed,and the dry beach zone should be supplemented with sand.Therefore,the beach quality assessment is a very useful tool for building beautiful beaches. 展开更多
关键词 Yangkou Beach assessment index analytic hierarchy process weight quality zoning
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Landfill Siting Using GIS and AHP (Analytical Hierarchy Process): A Case Study AI-Qasim Qadhaa, Babylon, Iraq 被引量:1
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作者 Ali Jalil Chabuk Nadhir A1-Ansari +2 位作者 Hussain Musa Hussain Sven Knutsson Roland Pusch 《Journal of Civil Engineering and Architecture》 2016年第5期530-543,共14页
The selection of a landfill site is considered as a complicated task because this process is based on many factors and restrictions. For Al-Qasim Qadhaa, which is situated in the southern part of the Babylon Governora... The selection of a landfill site is considered as a complicated task because this process is based on many factors and restrictions. For Al-Qasim Qadhaa, which is situated in the southern part of the Babylon Governorate, Iraq, there is no landfill site in that area that conforms to the scientific criteria for selecting sites for landfill. For this reason, 15 criteria were adopted in this study (groundwater depth, rivers, soil types, agriculture lands use, land use, elevation, slope, gas pipelines, oil pipelines, power lines, roads, railways, urban centers, villages and archaeological sites) using GIS (geographic information system), which has a large ability to manage input data. In addition, the AHP (analytical hierarchy process) method was used to derive the relative weightings for each criterion using pair-wise comparison. To obtain the suitability index for candidate landfill sites, a weighted linear combination method was used. After combining these methods, two suitable candidate landfill sites, with areas of 2.766 km2 and 2.055 km2, respectively, were found to satisfy the scientific and environmental requirements. The area of these sites can accommodate solid waste from 2020 until 2030 based on the required area, which was 0.702 km2. 展开更多
关键词 LANDFILL AI-Qasim Qadhaa AHP analytical hierarchy process) GIS WLC weighted linear combination).
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Quality Evaluation of Threshing and Redrying Process Based on Analytic Hierarchy Process
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作者 Xiaohan GUO Chaohua TANG +3 位作者 Jing TAN Qiuguo WU Bowen XIE Zhuangyu CHEN 《Asian Agricultural Research》 2020年第12期63-66,72,共5页
Improving the stability of the homogenization process to achieve the homogeneity of tobacco products is one of important targets for the redrying industry.According to the specification for threshing and redrying proc... Improving the stability of the homogenization process to achieve the homogeneity of tobacco products is one of important targets for the redrying industry.According to the specification for threshing and redrying process,a total of 14 indicators in three categories that affect the quality of the threshing and redrying process were selected.Using analytic hierarchy process,combined with expert experiences,a judgment matrix was constructed to conduct consistency test.The weights of indices in production were obtained.This will help in evaluating the actual production quality,finding the weak links of process and adjusting the parameters of the corresponding links in a targeted manner,thereby improving the quality of production process. 展开更多
关键词 Threshing and redrying Quality evaluation analytic hierarchy process Index weight
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Evaluation on the Influencing Factors of Shutdown of ZJ17 Reel Equipment in a Cigarette Factory —— Based on Analytic Hierarchy Process
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作者 LIU Ying GU Junwen ZHENG Mingming 《外文科技期刊数据库(文摘版)工程技术》 2021年第7期147-151,共9页
The application of the analytic hierarchy process (AHP), combined with a ZJ17 cigarette factories wrap workshop equipment management actual volume, respectively, from the personnel factor, equipment factor, material f... The application of the analytic hierarchy process (AHP), combined with a ZJ17 cigarette factories wrap workshop equipment management actual volume, respectively, from the personnel factor, equipment factor, material factor, environmental factors four aspects carries on the analysis, determine the nine main impact indicators, from nine indicators for ZJ17 volume effect the equipment downtime of main influence factors for evaluation. According to the decision goal, the evaluation model is established, the comparative judgment matrix is constructed, the weight coefficient of each index is calculated, the consistency test is carried out, and the evaluation result is finally obtained. Based on the evaluation results, countermeasures and suggestions are put forward: focusing on strengthening the shutdown control system, strengthening equipment spot inspection, and attaching importance to the training of staff work experience. 展开更多
关键词 wrap workshop ZJ17 analytic hierarchy process weight coefficient
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基于模糊层次分析的致密气储层广义平面阻流带识别
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作者 赖枫鹏 李彬册 +1 位作者 任广磊 张伟 《中国海上油气》 北大核心 2025年第1期129-138,共10页
致密气储层具有物性条件差、非均质性强、含水饱和度高等特点,储层中存在流体渗流受限区域,使得气井产量和控制储量受到影响。一般意义上的阻流带强调的是沉积、成岩作用,以及砂体边界发育等静态地质因素对生产的影响,缺少气水两相渗流... 致密气储层具有物性条件差、非均质性强、含水饱和度高等特点,储层中存在流体渗流受限区域,使得气井产量和控制储量受到影响。一般意义上的阻流带强调的是沉积、成岩作用,以及砂体边界发育等静态地质因素对生产的影响,缺少气水两相渗流过程中不同因素产生的动态阻流表征。首先明确了致密气储层广义平面阻流带的内涵,提出了从生产特征、储层特征和两相共渗特征三个方面进行分析。基于模糊层次分析法,建立了广义平面阻流带层次结构模型和综合评价指标(GI),以鄂尔多斯盆地某致密气藏井区为例,计算了不同因素的影响权重值,得到GI数值,通过插值绘制了研究区广义平面阻流带发育图。进一步对比研究了高产、中产、低产三类井无量纲产气量和无量纲产量递减率与GI数值的关系,结果表明:无量纲产气量与GI值呈负相关关系,无量纲产量递减率与GI值呈正相关关系。利用广义平面阻流带发育图可以为后续气井工作制度的优化调整提供科学支撑。 展开更多
关键词 致密气 广义平面阻流带 评价指标 识别方法 模糊层次分析 权重计算
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计及车主充能意愿差异性的氢电混动汽车集群灵活性潜力评估
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作者 王秋杰 刘观辉 +3 位作者 谭洪 翁汉琍 李振兴 陈涛 《南方电网技术》 北大核心 2025年第3期60-71,共12页
氢电混动汽车(fuel-cell hybrid electric vehicles,FCHEV)的出现有效促进了能源-交通系统的绿色低碳转型。现阶段关于FCHEV的研究主要集中在能量管理和控制策略上,较少关注灵活性潜力评估方面,为此,提出了一种计及车主充能意愿差异性的... 氢电混动汽车(fuel-cell hybrid electric vehicles,FCHEV)的出现有效促进了能源-交通系统的绿色低碳转型。现阶段关于FCHEV的研究主要集中在能量管理和控制策略上,较少关注灵活性潜力评估方面,为此,提出了一种计及车主充能意愿差异性的FCHEV集群灵活性潜力评估方法。首先,建立城市交通路网模型模拟FCHEV的出行特征,进而建立单体FCHEV充能模型;其次,利用改进层次分析法并结合熵权法建立车主充能意愿综合评价体系,并综合考虑禀赋效应和环保意识对车主响应意愿度的影响;最后,建立FCHEV集群灵活性潜力评估模型,求解得出潜力评估结果。仿真结果表明,所提方法在评估过程中能够合理刻画车主充能意愿的差异性,并有效提高集群参与优化调度时系统的灵活性。 展开更多
关键词 氢电混动汽车 充能意愿综合评价体系 灵活性潜力评估 改进层次分析法 熵权法
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基于耦合协调模型的能源绿色转型与能源安全协同发展研究
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作者 范秋芳 张会娟 刘浩旻 《中国石油大学学报(社会科学版)》 2025年第2期1-10,共10页
能源绿色转型和能源安全协同发展是构建新型能源体系的必要之举。基于2005—2022年全国30个省份的数据,使用AHP-EWM-TOPSIS法和耦合协调模型,深入分析能源绿色转型和能源安全的协同发展状况。研究发现:非化石能源发电量、创新研发能力... 能源绿色转型和能源安全协同发展是构建新型能源体系的必要之举。基于2005—2022年全国30个省份的数据,使用AHP-EWM-TOPSIS法和耦合协调模型,深入分析能源绿色转型和能源安全的协同发展状况。研究发现:非化石能源发电量、创新研发能力和绿色GDP是能源绿色转型的关键影响因素,化石能源储量、能源效率和科研投入对能源安全水平影响显著;能源绿色转型与能源安全水平空间差异明显,东南部沿海地区在能源绿色转型方面领先,而黄河中游与东部沿海地区在能源安全上优势明显;耦合协调水平发展态势总体向好,东南部沿海地区耦合协调度处于高位且持续增长,而东北与大西北地区相对滞后。据此,提出非化石能源规模化、化石能源清洁化、提升能源新质生产力以及充分发挥政府职能的建议。 展开更多
关键词 能源绿色转型 能源安全 组合赋权法 耦合协调模型
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Application of combination weighting method in contract risk's evaluation of third party logistics 被引量:3
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作者 傅新平 邹敏 《Journal of Southeast University(English Edition)》 EI CAS 2007年第S1期128-132,共5页
First,the analytical hierarchy process(AHP),which stands for the subjective weighting method,and the entropy method,which stands for the objective weighting method,are chosen to calculate the index weights of the cont... First,the analytical hierarchy process(AHP),which stands for the subjective weighting method,and the entropy method,which stands for the objective weighting method,are chosen to calculate the index weights of the contract risks of third party logistics(TPL),respectively.Then,they can determine the combination weights using the combination weighting method.Second,using the combination weights,the contract risks of TPL are evaluated through the fuzzy comprehensive evaluation method.According to the combination weights,the most important risk factor of the contract risks of TPL is choosing sub-contractors.The results are basically consistent with the facts and show that the weights determined by the combination weighting method can avoid the man-made deviations of the subjective weighting method on the one hand,and prevent results opposite to the reality brought about by the objective weighting method on the other hand.Meanwhile,the results of the fuzzy comprehensive evaluation are that the contract risks of TPL are at a high risk level.Roughly this matches real situations,and it indicates that the combination weighting method can generate the comprehensive assessment more scientifically and more reasonably as well. 展开更多
关键词 analytical hierarchy process(AHP) entropy method combination weighting method contract risk
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孟河医派大黄煨制工艺优化及炮制后化学成分含量变化研究
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作者 薛江林 刘雨欣 +7 位作者 钟佩 刘产明 陆兔林 李林 颜晓静 朱月琴 华丰 黄玮 《中国药房》 北大核心 2025年第1期44-50,共7页
目的优化孟河医派大黄煨制工艺,并比较炮制前后的化学成分含量差异。方法以外观性状评分以及没食子酸、5-羟甲基糠醛、番泻苷A+番泻苷B、结合蒽醌、游离蒽醌含量为评价指标,采用层次分析(AHP)-熵权法计算评价指标的综合评分;再以文火温... 目的优化孟河医派大黄煨制工艺,并比较炮制前后的化学成分含量差异。方法以外观性状评分以及没食子酸、5-羟甲基糠醛、番泻苷A+番泻苷B、结合蒽醌、游离蒽醌含量为评价指标,采用层次分析(AHP)-熵权法计算评价指标的综合评分;再以文火温度、煨制时间、纸张层数、纸裹时间为考察因素,采用正交实验优选大黄煨制工艺,并进行验证。比较按最优工艺制备的煨大黄和生大黄中5种蒽醌类成分(芦荟大黄素、大黄酸、大黄素、大黄酚和大黄素甲醚)、5种蒽醌苷类成分(芦荟大黄素苷、大黄酸苷、大黄素苷、大黄酚苷和大黄素甲醚苷)、2种番泻苷类成分(番泻苷A、番泻苷B)以及没食子酸和5-羟甲基糠醛的含量变化。结果大黄的最优煨制工艺为:每80 g大黄用1层湿纸包裹0.5 h,大火煨制20 min后转文火140℃煨制,总煨制时间2.5 h;3次验证实验的综合评分均值为94.10(RSD<1.0%)。大黄煨制后,5种蒽醌苷类成分和2种番泻苷类成分的含量均大幅降低,而5种游离蒽醌类成分和没食子酸的含量均不同程度升高,且有新成分5-羟甲基糠醛生成。结论本研究成功优化了大黄的煨制工艺;大黄煨制前后化学成分含量差异较大,其成分变化可阐释煨制对生大黄缓性增效的作用。 展开更多
关键词 煨大黄 大黄 层次分析 熵权法 正交实验 成分变化规律 孟河医派
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基于组合赋权法-云模型的LNG化工厂安全评价
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作者 苏晓娅 秦林波 +2 位作者 韩军 赵波 陈旺生 《科学技术与工程》 北大核心 2025年第7期3071-3077,共7页
针对液化天然气(liquefied natural gas, LNG)化工厂安全评价中存在模糊性、随机性等问题,提出了一种基于正态云模型的风险评估方法,该方法基于本质安全化选取评价指标,并通过专家评判量化事故可能性和严重度。通过结合层次分析法(analy... 针对液化天然气(liquefied natural gas, LNG)化工厂安全评价中存在模糊性、随机性等问题,提出了一种基于正态云模型的风险评估方法,该方法基于本质安全化选取评价指标,并通过专家评判量化事故可能性和严重度。通过结合层次分析法(analytic hierarchy process, AHP)和CRITIC(criteria importance through intercriteria correlation)赋权法确定各指标权重,利用正向云发生器柔化风险矩阵阈值,并通过逆向云发生器优化评价结果,从而得出云特征数字,并生成对应的二维云图。通过将实际云图与标准云图进行对比,确定各评价指标风险等级。以企业LNG化工厂为实例,结果表明:该模型有效融合了专家意见,保留了评估结果的随机性和模糊性,实现了风险评价结果可视化,为LNG化工厂安全管理提供了一种新的风险评估工具。 展开更多
关键词 LNG化工厂 云模型 层次分析法(AHP) CRITIC赋权法 安全评价
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新型电力负荷管理系统差异化业务与多域通信技术适配方法
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作者 吴军民 刘世栋 +1 位作者 卜宪德 刘川 《科学技术与工程》 北大核心 2025年第5期1963-1972,共10页
针对双碳背景下新型电力负荷管理系统通信方式单一以及业务与通信技术适配性差等问题,构建了含本地通信和远程通信的新型电力负荷管理系统多域通信架构,并分析支撑该架构的关键技术。其次,根据差异化业务类型与通信需求,构建了业务与通... 针对双碳背景下新型电力负荷管理系统通信方式单一以及业务与通信技术适配性差等问题,构建了含本地通信和远程通信的新型电力负荷管理系统多域通信架构,并分析支撑该架构的关键技术。其次,根据差异化业务类型与通信需求,构建了业务与通信技术适配性评价体系,并提出了一种基于模糊层次分析法-融合熵权CRITIC-灰色关联逼近理想解排序法的通信方式适配方法,以实现差异化业务与多域通信技术适配性分析。由算例分析得,所提架构与适配算法为新型电力负荷管理系统业务进行多域通信技术的选择提供了有效的理论基础和解决方案。 展开更多
关键词 新型电力负荷管理系统 通信适配 模糊层次分析法 CRITIC 熵权法 逼近理想解排序法
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基于层次分析-熵权法优化刺五加叶多组分超声提取工艺
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作者 彭艺璇 任冬雪 +5 位作者 王和祥 郑明浩 刘秀波 薛岩 赵明星 郭盛磊 《辽宁中医药大学学报》 CAS 2025年第1期56-62,共7页
目的 优化刺五加叶多组分超声提取工艺。方法 以HPLC法测定的刺五加叶中9种成分(原儿茶酸、L-苯丙氨酸、紫丁香苷、绿原酸、咖啡酸、异嗪皮啶、芦丁、金丝桃苷、槲皮素)作为评价指标,采用层次分析-熵权法对权重系数进行计算,结合响应面... 目的 优化刺五加叶多组分超声提取工艺。方法 以HPLC法测定的刺五加叶中9种成分(原儿茶酸、L-苯丙氨酸、紫丁香苷、绿原酸、咖啡酸、异嗪皮啶、芦丁、金丝桃苷、槲皮素)作为评价指标,采用层次分析-熵权法对权重系数进行计算,结合响应面法(Box-Behnken),优化刺五加叶多组分超声提取工艺,并考察刺五加叶提取液的抗氧化活性。结果 Box-Behnken得出刺五加叶的最佳提取工艺为:超声功率580 W,超声时间23 min,料液比1∶25 g/mL,乙醇体积分数70%,超声温度35℃,在此条件下的综合评分为92.35,与模型预测值92.60差值甚小,RSD小于3%,且提取液具有较好的抗氧化作用。结论 刺五加叶多组分超声提取工艺稳定可行,且得到的刺五加叶提取液具有抗氧化性,为更好地开发利用刺五加叶资源提供了科学依据和技术支持。 展开更多
关键词 刺五加叶 超声提取法 熵权法 层次分析法 响应面法 抗氧化活性
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基于正交试验设计结合BP神经网络优选银丹活血通瘀胶囊提取工艺
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作者 王单单 白淑贤 +4 位作者 陈雪平 吴作敏 王瑞 董敬远 于晓涛 《中国现代中药》 2025年第2期318-327,共10页
目的:优化银丹活血通瘀胶囊的提取工艺。方法:以毛蕊异黄酮葡萄糖苷、丹酚酸B、迷迭香酸、人参皂苷Rg1、人参皂苷Rb1、三七皂苷R1的含量及出膏率为评价指标,采用层次分析-熵权法-独立性权法确定各指标的权重并计算综合评分。以加水量、... 目的:优化银丹活血通瘀胶囊的提取工艺。方法:以毛蕊异黄酮葡萄糖苷、丹酚酸B、迷迭香酸、人参皂苷Rg1、人参皂苷Rb1、三七皂苷R1的含量及出膏率为评价指标,采用层次分析-熵权法-独立性权法确定各指标的权重并计算综合评分。以加水量、提取时间、提取次数为考察因素,通过正交试验设计结合反向传播(BP)神经网络优选银丹活血通瘀胶囊的提取工艺并进行验证。结果:毛蕊异黄酮葡萄糖苷、迷迭香酸、三七皂苷R1、人参皂苷Rg1、丹酚酸B、人参皂苷Rb1的含量及出膏率的权重分别为0.435 4、0.091 9、0.044 1、0.069 0、0.029 9、0.294 7、0.035 1。BP神经网络预测的最佳工艺综合评分为97.71(RSD为0.47%),正交试验所优选工艺的综合评分为94.24(RSD为0.72%)。结论:最终优选出银丹活血通瘀胶囊的提取工艺为加6倍量水,提取2次,每次0.5 h,且该工艺稳定可行。 展开更多
关键词 银丹活血通瘀胶囊 层次分析-熵权法-独立性权法 正交试验 提取工艺 含量测定
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基于多元目标的储能政策综合评估
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作者 沈昊天 张华良 +4 位作者 徐玉杰 苏旭 门静婧 王尧 陈海生 《电力科技与环保》 2025年第2期229-239,共11页
【目的】储能政策体系较为复杂,对储能政策进行科学全面的评估是促进储能产业发展的有效手段。【方法】本文采用熵权Topsis(technique for order preference by similarity to ideal solution)方法以及层次分析法开展不同省份储能政策... 【目的】储能政策体系较为复杂,对储能政策进行科学全面的评估是促进储能产业发展的有效手段。【方法】本文采用熵权Topsis(technique for order preference by similarity to ideal solution)方法以及层次分析法开展不同省份储能政策的综合评估,体现各省份政策对于储能项目的促进水平。考虑政策落地效果并结合储能电站实际应用场景,建立了涵盖经济指标、技术指标以及环境指标等七个指标的多目标综合评估体系。选取青海、浙江、内蒙古及河南四省代表性政策,计算多指标场景分析结果并采用熵权Topsis方法进行客观排序。对于主观评估存在的多目标各有侧重的特点,以层次分析法分别对不同目标下的储能政策进行综合评估。【结果】结果表明,熵权Topsis综合评估方法下浙江省储能政策最优,体现了浙江省政策支持下储能电站运营效益的相对最大化。在分别考虑经济性、技术性以及环境性目标的主观意图下,浙江、河南和浙江储能政策最优,反映了不同省份对于不同目标的支持力度。【结论】对于政策的主观评估需要建立目标优先次序,为后续储能政策评估提供依据。 展开更多
关键词 储能政策 熵权法 层次分析法 评价指标体系
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