CRITIC method

批评方法
  • 文章类型: Journal Article
    背景:古代经典方剂在中医(TCM)理论的保存和发展中起着至关重要的作用。它们代表了中医药知识和实践的持续发展和传播的重要里程碑,被认为是中医药传承发展的突破之一。在发展古代经典方剂的过程中,在确保传统方法和现代生产过程之间的质量一致性方面可能仍然会出现许多问题,其中提取过程提出了重大挑战。本文介绍了一种使用现代提取工艺提取古代经典处方的实用方法。通过对神寿太一粉(STP)提取工艺的研究,论证了该工艺。
    方法:本研究的重点是优化STP提取过程,以确保通过使用标准关系和模糊层次分析法(FAHP)和重要性标准通过标准间相关性(CRITIC)方法集成权重结合Box-Behnken响应面测试,通过古代和现代工艺获得的产品质量的一致性。使用迷迭香酸的含量,异欧前胡素,葛根素,以提取物得率和指纹图谱相似度作为STP的评价指标,采用Box-Behnken响应面法检查了不同的提取参数,包括水添加比,提取持续时间,和提取次数。通过结合基准相关性和FAHP-CRITIC方法计算每个参数的加权系数,得出一个综合评分。
    结果:STP的最佳提取工艺包括两次提取,每次使用十倍量的水,表演了一个小时。三个单独批次的过程验证得出的综合评分为94.7,相对标准偏差为0.76%。
    结论:应用Box-Behnken响应面法结合标准关系法和FAHP-CRITIC方法对优化STP的提取工艺是稳定可行的。
    BACKGROUND: Ancient classic prescription play a crucial role in the preservation and advancement of traditional Chinese medicine (TCM) theories. They represent a significant milestone in the ongoing development and transmission of TCM knowledge and practices and are considered one of the breakthroughs in the development of TCM inheritance. In the process of developing ancient classic prescriptions, many problems may still arise in ensuring quality consistency between traditional methods and modern production processes, among which the extraction process poses major challenges. This paper introduces a practical approach extracting an ancient classic prescription using a modern extraction process. The technique is demonstrated through the study of the extraction process of Shenshou Taiyi powder (STP).
    METHODS: This study focuses on optimising the STP extraction process to ensure consistency in the quality of the product obtained through ancient and modern processes using the standard relation and fuzzy analytic hierarchical process (FAHP) and criteria importance through intercriteria correlation (CRITIC) method integrated weights combined with the Box-Behnken response surface test. Using the contents of rosmarinic acid, isoimperatorin, puerarin, as well as the extract yield and fingerprint similarity as evaluation indexes of STP, the Box-Behnken response surface method was employed to examine the varying extraction parameters, including water addition ratio, extraction duration, and number of extractions. The weighted coefficients for each parameter were calculated by combining the benchmark correlation and FAHP-CRITIC method, deriving a comprehensive score.
    RESULTS: The optimal extraction process for STP consisted of a two extractions, each using at a tenfold quantity of water, performed for one hour. Process verification across three separate batches yielded a comprehensive score of 94.7, with a relative standard deviation of 0.76%.
    CONCLUSIONS: The application of the Box-Behnken response surface method combined with standard relation and FAHP-CRITIC approach proved to be stable and feasible for optimising the extraction process of STP.
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  • 文章类型: Journal Article
    微藻产生的生物能源可以显著促进气候减缓和可再生能源生产。在这方面,采用了几种多准则决策方法来确定适合生物能源生产的微藻培养系统的优先级。熵权,采用的MCDA方法是通过标准间相关性(CRITIC)和通过与理想解决方案相似度的偏好顺序技术(TOPSIS)的标准重要性。选取了14个微藻培养系统作为案例研究,其中包含青少年单一文化和四种双重文化。最初,通过对文献和专家观点的深入审查,四类共8项指标作为本研究的评价指标,即1)增殖:半增长周期和最大增长率,2)生物质产量:生物原油产量和脂质产量,3)养分利用率:总氮、总磷的剩余浓度,and,4)稳定性:生物粗产量和脂质产量的变异系数。结果表明,“Pediastrumsp。&Micractiniumsp.“被确定为最具生物能源潜力的微藻培养系统,熵权法和CRITIC法的评价结果相似。值得注意的是,1)熵权法对样本量的要求较低,2)评论家方法在处理较大的样本量时表现出色,和3)TOPSIS方法需要结合适当的加权方法,以确保可靠的结果。在应用阶段,与成本相关的关键指标可以进一步纳入评价指标。
    Bioenergy generation from microalgae can significantly contribute to climate mitigation and renewable energy production. In this regard, several multi-criteria decision-making method were employed to prioritize appropriate microalgae culture system for bioenergy production. Entropy weight, Criteria Importance Through Intercriteria Correlation (CRITIC) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) were the employed MCDA method. Fourteen microalgae culture systems were selected as a case study, which contain teen monoculture and four dual-culture. Initially, through ans in-depth review of the literature and expert views, four categories total eight indicators were selected as the evaluation indices of the study, namely 1) Proliferation: Half growth cycle and Max growth rate,2) Biomass output: Bio-crude yield and Lipid yield, 3) Nutrient utilization: residual concentration of total Nitrogen and total Phosphorus, and, 4) Stability: coefficient of variation of Bio-crude yield and Lipid yield. The result indicated that \"Pediastrum sp. & Micractinium sp.\" was identified as the most bioenergy potential microalgae culture system, and the evaluation results of entropy weight method and CRITIC method are similar. It is pertinent to note that 1)the entropy weight method exhibits lower sample size requirements, 2) the critic method excels when dealing with larger sample sizes, and 3) the TOPSIS method necessitates the incorporation of appropriate weighting methods to ensure credible results. In the application stage, the key indicators related to cost can be further included in the evaluation indices.
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  • 文章类型: English Abstract
    UNASSIGNED: Through data collection and analysis, the method of evaluating the operation quality of large medical equipment in children\'s hospital is explored and suggestions on the use and configuration of large medical equipment is put forward.
    UNASSIGNED: Collect the equipment operation data through the Internet of Things, and combine the hospital HIS, RIS, HRP and other information system data to establish the operation evaluation system of large medical equipment of children\'s hospital. CRITIC method is used to quantitatively evaluate single type of equipment and single equipment.
    UNASSIGNED: Hospital big data platform realizes the longitudinal analysis of the operation data of a single large equipment and forms a visual chart, which is displayed on the PC and mobile terminals. Municipal platform can conduct horizontal analysis on the equipment operation data to realize the comprehensive quantitative evaluation of the operation level of large equipment of children\'s hospital and put forward suggestions for use and configuration.
    UNASSIGNED: A large equipment operation evaluation system for children\'s hospital is established through data collection and analysis, and the fine management level of large medical equipment is improved.
    UNASSIGNED: 探索通过数据采集及分析评价儿童专科医院大型医疗设备运行水平的方法,提出大型医疗设备使用及配置建议。.
    UNASSIGNED: 通过物联网终端采集设备运行数据,结合医院HIS、RIS、HRP等系统数据,建立儿童专科医院大型医疗设备评价指标体系,运用CRITIC法对单类、单台设备数据进行量化评价。.
    UNASSIGNED: 医院大数据平台实现了对单台大型设备运行数据纵向分析并形成可视化图表,通过PC端及移动端展示。申康市级平台数据分析,实现对儿童专科医院大型设备运行水平的综合量化评价及使用配置建议。.
    UNASSIGNED: 通过数据采集及分析,实现儿童专科医院大型设备运行评价体系建设,提升大型设备管理水平。.
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  • 文章类型: English Abstract
    作为中国三大城市群之一,京津冀地区经济实力雄厚,但生态脆弱性十分突出。追求经济和生态的全面发展,分析京津冀地区的生态环境具有十分重要的意义。这里,选择京津冀地区作为研究区域,并选取19个指标构建了基于PSRM模型的进化系统。结合序关系法探讨了京津冀地区生态脆弱性的时空演变特征,批评方法,泰尔指数,和热点分析,并通过地理检测器计算影响因素。结果表明:①京津冀地区生态脆弱性呈先上升后下降的趋势。脆弱地区呈现东北-西南趋势,东北和西南地区的生态环境好于中部和南部。2014年轻微脆弱面积比2009年增加6803.01平方公里。轻度脆弱性面积比2009年减少130.41km2,中度脆弱性面积减少26537.31km2。严重和极其脆弱的地区分别增加了19512.9平方公里和351.81平方公里,与2009年相比。2014-2019年京津冀地区生境状况明显改善。与2014年相比,温和地区,中度,严重,和极端脆弱分别减少了2248.29km2,2220.21km2,7988.67km2和55.98km2。光照面积比2014年增加12513.15km2。②根据泰尔指数的计算结果,京津冀地区生态脆弱性空间关联度呈V型波动,冷热地区的空间格局与脆弱性的空间格局主要一致。③生物丰度,PM10、人为干扰指数对京津冀区域生态脆弱性空间分异有显著影响。根据生态脆弱性分析的结果,提出了京津冀地区生态环境和可持续发展的建议。
    As one of the three major urban agglomerations in China, the Beijing-Tianjin-Hebei Region has strong economic strength but its ecological fragility is very prominent. To pursue the comprehensive development of economy and ecology, it is very important to analyze the ecological environment in the Beijing-Tianjin-Hebei Region. Here, the Beijing-Tianjin-Hebei Region was selected as the research area, and 19 indicators were selected to construct an evolution system based on the PSRM model. The temporal and spatial evolution characteristics of ecological vulnerability in the Beijing-Tianjin-Hebei Region were explored by combining the order relation method, CRITIC method, Theil index, and hot spot analysis, and the influencing factors were calculated via geographic detector. The results showed that:① the ecological vulnerability first increased and then decreased in the Beijing-Tianjin-Hebei Region. The vulnerable areas showed a northeast-southwest trend, and the ecological environment in the northeast and southwest regions was better than that in the central and southern regions. The area of slight vulnerability in 2014 increased by 6803.01 km2 compared with that in 2009. The area of mild vulnerability decreased by 130.41 km2, and the area of moderate vulnerability decreased by 26537.31 km2 compared with that in 2009. The areas of severe and extremely vulnerable status increased by 19512.9 km2 and 351.81 km2, respectively, compared with those in 2009. The habitat situation in the Beijing-Tianjin-Hebei Region improved significantly from 2014 to 2019. Compared with that in 2014, the areas of mild, moderate, severe, and extremely vulnerable decreased by 2248.29 km2, 2220.21 km2, 7988.67 km2, and 55.98 km2, respectively. The light area increased by 12513.15 km2 compared with that in 2014. ② According to the calculation results of the Theil index, the spatial correlation degree of ecological vulnerability in the Beijing-Tianjin-Hebei Region exhibited a V-shaped fluctuation, and the spatial pattern of the cold and hot areas was predominantly consistent with that of the vulnerability. ③ Biological abundance, PM10, and the human disturbance index had a significant influence on the spatial differentiation of ecological vulnerability in the Beijing-Tianjin-Hebei Region. Based on the results of ecological vulnerability analysis, some suggestions on the ecological environment and sustainable development in the Beijing-Tianjin-Hebei Region were proposed.
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  • 文章类型: Journal Article
    全球森林面积在过去几年有所下降,森林质量下降了,生态和环境事件随着气候变化和人类活动而增加。在生态文明的背景下,森林健康问题受到了前所未有的关注。通过改善森林健康,森林可以更好地发挥其生态系统服务功能,促进绿色发展。本研究在海南五指山地区热带雨林国家公园进行。我们采用了决策树算法,机器学习技术,由于其高精度和可解释性,我们的建模。根据132个森林样本的调查和实验数据,使用通过标准间相关性(CRITIC)使用重要性标准的客观加权方法来确定森林健康等级。结果表明,物种多样性是衡量森林健康的最重要指标。提出了一种可解释的决策树机器学习模型,以纳入森林健康指标,在森林健康状况分类中提供高达90%的准确率。该模型表现出高度的有效性,达到90%的平均精度,67%的召回,预测森林健康的F1评分为70.2%。可解释的决策树分类结果表明,胸高直径是对原始森林和次生林健康状况进行分类的最重要变量。这项研究强调了在决策过程中使用可解释的机器学习方法的重要性。我们的工作有助于可持续森林发展和有效保护规划的科学基础。
    Global forest area has declined over the past few years, forest quality has declined, and ecological and environmental events have increased with climate change and human activity. In the context of ecological civilization, forest health issues have received unprecedented attention. By improving forest health, forests can better perform their ecosystem service functions and promote green development. This study was carried out in the WuZhi Shan area of Hainan Tropical Rainforest National Park. We employed a decision tree algorithm, a machine learning technique, for our modeling due to its high accuracy and interpretability. The objective weighted method using criteria of importance through intercriteria correlation (CRITIC) was used to determine forest health classes based on survey and experimental data from 132 forest samples. The results showed that species diversity is the most important metric to measure forest health. An interpretable decision tree machine learning model was proposed to incorporate forest health indicators, providing up to 90% accuracy in the classification of forest health conditions. The model demonstrated a high degree of effectiveness, achieving an average precision of 90%, a recall of 67%, and an F1 score of 70.2% in predicting forest health. The interpretable decision tree classification results showed that breast height diameter is the most important variable in classifying the health status of both primary and secondary forests. This study highlights the importance of using interpretable machine learning methods for the decision-making process. Our work contributes to the scientific underpinnings of sustainable forest development and effective conservation planning.
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  • 文章类型: Journal Article
    植被对生态系统的稳定做出了突出贡献,在一定程度上反映了陆地生态系统的状况。干旱条件因其显著的随机性和复杂性而极大地影响着植被的生长发育过程。由于植被与干旱之间复杂的耦合机制,关于植被干旱风险的研究还很有限。在这项工作中,我们将重点放在西北地区,并使用改进的植被健康指数(VHI)和其他多源数据。我们选择了基于危险和脆弱性的指标因素,并采用三种重量测定方法,即熵值法,批评方法,和变异系数法,构建相应的指数模型,建立植被干旱风险评价模型,对西北地区植被干旱风险进行定量评价。结果表明,在1981-2020年期间,每种干旱类别的百分比都发生了显着变化,并且西北地区更多地区的植被干旱显示出恶化。三种权重确定方法得出的植被干旱风险基本一致,但对于特定的植被类型不同。西北地区植被干旱风险总体空间分布格局,西部较高,东部较低,青海南部和新疆西北部的植被具有较高的干旱风险。该研究可为植被保护和植被干旱管理提供定量依据。
    Vegetation makes an outstanding contribution to the stability of ecosystems and to a certain extent reflects the state of the terrestrial ecosystem. Drought conditions greatly affect the growth and development process of vegetation due to its remarkable stochasticity and complexity. Due to the complex coupling mechanism between vegetation and drought, the research on vegetation drought risk is still limited. In this work, we focus on Northwest China and use the improved vegetation health index (VHI) and other multi-source data. We selected indicator factors based on both hazard and vulnerability, and adopt three weight determination methods, namely entropy method, critic method, and coefficient of variation method, to construct the corresponding index model, and also to establish a vegetation drought risk assessment model to quantitatively evaluate the drought risk of vegetation in northwest China. Results show that the percentage of each drought category remarkably changed during the period encompassing 1981-2020, and the vegetation drought shows deterioration in more areas of northwest China. The vegetation drought risks derived from the three weight determination methods were generally consistent, but differed for a particular vegetation type. The overall spatial distribution pattern of vegetation drought risk in Northwest China is higher in the west and lower in the east, and the vegetation in southern Qinghai and northwestern Xinjiang presents higher drought risk. This study may be used as a tool to provide quantitative basis for vegetation protection and vegetation drought management.
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  • 文章类型: Journal Article
    由于合成塑料的有害环境影响,用于工业和商业用途的可生物降解聚合物的开发如今是至关重要的。对于各种用途,研究人员创造了许多淀粉基复合材料。当前的研究检查了用于包装目的的由玉米和大米淀粉制成的生物塑料。使用各种比例的明胶创建了几种类型的生物塑料样品,甘油,柠檬酸,玉米淀粉,还有大米淀粉.世界各地的人们都发现了塑料的价值。它可以用于包装,垃圾袋,液体容器,一次性快速服务餐厅产品,和其他的东西。关于塑料的负面影响,它们经久耐用后的倾倒对人和野生动物都构成了严重的风险。这促使研究人员寻找可用于制造可回收的柔性聚合物的替代自然资源,环保,和可持续的。已经发现块茎和谷物淀粉可用于生产柔性生物聚合物。在这些选择中选择最佳的决定是MCDM问题,因为这些供应商的碳水化合物具有不同的质量。在这项研究中,使用了基于概率犹豫模糊集(PHFS)的基于COmplex的方法来解决不确定性问题。在这种情况下,要获得标准的客观权重,我们使用了体重测定的Critic方法。选择用于生物可降解动态塑料合成的最佳水解物的示例情况以表示所建议方法的适用性。研究结果证明了源自大米和玉米的热塑性淀粉用于包装应用的可行性。
    The development of biodegradable polymers for both industrial and commercial uses is crucial nowadays due to the detrimental environmental effects of synthetic plastics. For a variety of uses, researchers have created numerous starch-based composites. The current study examines bioplastics made from maize and rice starch for packaging purposes. Several types of bioplastic samples are created using various ratios of gelatin, glycerol, citric acid, maize starch, and rice starch. People have discovered the value of plastics all around the world. It can be used for packaging, trash bags, liquid containers, throwaway quick service restaurant products, and other things. Regarding the negative aspect of plastics, their dumping after durability poses a serious risk to both people and wildlife. This prompted researchers to seek alternative natural resources that may be used to create flexible polymers that are recyclable, eco-friendly, and sustainable. It has been discovered that tuber and grain starches can be used to produce flexible biopolymers. The decision to choose the best among these choices is an MCDM problem because the carbohydrates from these suppliers have varying qualities. The Probabilistic Hesitant Fuzzy Set (PHFS)-based COmplex PRoportional ASsessment (COPRAS) method for solving uncertainty problems is utilized in this research study. To get the objective weights of the criteria in this case, we used the Critic method of weight determination. An example case of selecting the optimal hydrolyzes for biodegradable dynamic plastic synthesis was chosen to represent the applicability of the suggested approach. The findings demonstrate the feasibility of thermoplastic starches derived from rice and corn for packaging applications.
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  • 文章类型: Journal Article
    确定城市供水安全状况,提出了基于VIKOR和TOPSIS模型的城市供水安全综合评价模型。综合评价值K作为评价结果,K越大,城市供水的安全性越高。结果表明,天津市供水安全状况从2015年的0.2300上升到2018年的0.8026。虽然2019年小幅下降至0.5439,但仍处于高位,2020年上升至0.7508。城市输配水现状,供水行业的服务水平,污水处理状况对影响天津市供水安全起到了积极作用,城市水源状况和城市用水状况是降低城市供水安全的主要因素。根据障碍度模型的结果和研究区的实际情况,建议天津市继续以水资源开发和非常规水源利用为重点,积极推进节水型社会建设。
    To determine the security status of urban water supplies, a comprehensive evaluation model of urban water supply security based on the VIKOR and TOPSIS models is proposed. The comprehensive evaluation value K is obtained as the evaluation result, and the larger K is, the higher the safety of the urban water supply. The results show that the security of the water supply in Tianjin increased from 0.2300 in 2015 to 0.8026 in 2018. Although it slightly decreased to 0.5439 in 2019, it was still at a high level and increased to 0.7508 in 2020. The urban water transmission and distribution status, the service level of the water supply industry, and the status of sewage treatment play positive roles in affecting the safety of the water supply in Tianjin, and the status of urban water sources and the urban water use status are the main factors that reduced the safety of the urban water supply. According to the results of an obstacle degree model and the actual conditions in the study area, it is suggested that Tianjin should continue to focus on the development of water resources and the utilization of unconventional water sources and actively promote the construction of a water-saving society.
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  • 文章类型: Journal Article
    重大突发公共卫生事件暴发初期,应急物资的分配存在供需失衡。提高急救医疗服务设备的使用效率,缓解各医疗点的治疗压力,其中最重要的因素是急救医疗设备的物流配送。根据疫情期间医疗设备需求的实际数据和突发事件的特点,本研究提出了应急医疗设备需求点紧迫性评价指标体系,根据患者的数量,可用的住院病床数量,等影响因素作为指标。考虑需求紧迫性的城市急救医疗设备配送模式,分发时间窗口,车辆荷载是在约束条件下构造的。武汉,湖北省,中国,在爆发开始时被选为验证示例,和标准重要性尽管标准间相关性(CRITIC)方法和遗传算法被用来模拟和验证模型,考虑和不考虑需求的紧迫性。结果表明,突发公共卫生事件下,针对不同紧急程度的医疗设备需求而设计的配送路径是最有效的路径,可将总配送成本降低5%。
    At the early stage of a major public health emergency outbreak, there exists an imbalance between supply and demand in the distribution of emergency supplies. To improve the efficiency of emergency medical service equipment and relieve the treatment pressure of each medical treatment point, one of the most important factors is the emergency medical equipment logistics distribution. Based on the actual data of medical equipment demand during the epidemic and the characteristics of emergencies, this study proposed an evaluation index system for emergency medical equipment demand point urgency, based on the number of patients, the number of available inpatient beds, and other influencing factors as the index. An urban emergency medical equipment distribution model considering the urgency of demand, the distribution time window, and vehicle load was constructed with the constraints. Wuhan, Hubei Province, China, at the beginning of the outbreak was selected as a validation example, and the Criteria Importance Though Intercriteria Correlation (CRITIC) method and the genetic algorithm were used to simulate and validate the model with and without considering the demand urgency. The results show that under the public health emergencies, the distribution path designed to respond to different levels of urgency demand for medical equipment is the most efficient path and reduces the total distribution cost by 5%.
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  • 文章类型: Journal Article
    随着各种突发事件的频繁发生,应急决策(EDM)已成为近年来的一个重要研究热点,许多研究已经进行了减少突发事件的负面影响。通常,决策者必须在尽可能短的时间内做出令人满意和合理的紧急决策,因为不适当的决策可能会造成巨大的经济损失和严重的社会后果。为了确保能够有效地做出应急响应,我们通过在2元组球形语言环境中集成遗憾理论和基于平均解距离(EDAS)方法的评估,提出了一种新的EDM方法。首先,2元组球形语言术语集(TSLTS)被决策者用来表达他们对紧急替代方案的不确定和模糊的评估信息。然后,提出了一种基于后悔理论和EDAS方法的集成EDM方法,对应急方案进行排序并找出最优方案。此外,通过标准间相关性(CRITIC)方法的标准重要性用于在EDM过程中客观地确定标准权重。最后,本文将后悔理论-EDAS方法应用于我国突发公共卫生事件的最优响应方案的选择。通过与其他电火花加工方法的比较分析,进一步证明了所设计方法的优越性和实用性。
    With the frequent occurrence of various emergency events, emergency decision making (EDM) has become an important research focus recently and many studies have been conducted to decrease the negative impact of emergencies. Normally, it is essential for decision makers to make satisfactory and reasonable emergency decisions in the shortest possible time as inappropriate decisions may result in enormous economic losses and serious social consequences. To ensure that an emergency response can be made efficiently, we propose a new EDM method by integrating regret theory and evaluation based on distance from average solution (EDAS) method within the 2-tuple spherical linguistic environment. First, the 2-tuple spherical linguistic term sets (TSLTSs) are employed by decision makers to express their uncertain and vague evaluation information on emergency alternatives. Then, an integrated EDM method based on regret theory and EDAS method is proposed to rank emergency alternatives and find out the optimal one. Besides, the criteria importance through inter-criteria correlation (CRITIC) method is used to determine criteria weights objectively in the EDM process. Finally, the proposed regret theory-EDAS method is applied to select the optimal response solution for a public health emergency in China. The superiority and practicality of the designed method are further justified through a comparative analysis with other EDM methods.
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