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Raw materials consumption reduction for practical electric arc furnace steelmaking: a data association rules mining approach with improved evaluation indicator
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作者 Yu-chi Zou Ling-zhi Yang +5 位作者 Hang Hu Guan-nan Li Zeng Feng Shuai Wang Feng Chen Yu-feng Guo 《Journal of Iron and Steel Research International》 2025年第10期3308-3327,共20页
Reducing raw materials consumption(RMC)in electric arc furnace(EAF)steelmaking process is beneficial to the reduction in resource and energy consumption.The conventional indicator of evaluating RMC only focuses on EAF... Reducing raw materials consumption(RMC)in electric arc furnace(EAF)steelmaking process is beneficial to the reduction in resource and energy consumption.The conventional indicator of evaluating RMC only focuses on EAF inputs and outputs,neglecting the associations between smelting operations and RMC.Traditional methods of reducing RMC rely on manual experience and lack a standard operation guidance.A method based on association rules mining and metallurgical mechanism(ARM-MM)was proposed.ARM-MM proposed an improved evaluation indicator of RMC and the indicator independently showed the associations between smelting operations and RMC.On the basis,1265 heats of real EAF data were used to obtain the operation guidance for RMC reduction.According to the ratio of hot metal(HM)in charge metals,data were divided into all dataset,low HM ratio dataset,medium HM ratio dataset,and high HM ratio dataset.ARM algorithm was used in each dataset to obtain specific operation guidance.The real average RMC under all dataset,medium HM ratio dataset,and high HM ratio dataset was reduced by 279,486,and 252 kg/heat,respectively,when obtained operation guidance was applied. 展开更多
关键词 Electric arc furnace steelmaking Raw materials consumption Evaluation indicator Association rules mining Operation guidance
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Research on Risk Indicators of Project Procurement in Higher Education Institutions
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作者 Lele Chan Changyuan Wang 《Journal of Contemporary Educational Research》 2025年第5期96-101,共6页
This paper focuses on the procurement of construction projects in universities,conducting research on the influencing factors of procurement risks in such projects.By combining questionnaire surveys with expert interv... This paper focuses on the procurement of construction projects in universities,conducting research on the influencing factors of procurement risks in such projects.By combining questionnaire surveys with expert interviews,numerous factors affecting procurement are analyzed.Subsequently,these factors are refined and summarized to construct a procurement risk evaluation index system for construction projects,which includes three first-level indicators,such as process management risk and ethical/legal risk,and is further subdivided into 13 second-level indicators. 展开更多
关键词 Risk evaluation indicators Project procurement University construction projects Procurement management
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Entropy method for determination of weight of evaluating indicators in fuzzy synthetic evaluation for water quality assessment 被引量:230
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作者 ZOU Zhi-hong YUN Yi SUN Jing-nan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2006年第5期1020-1023,共4页
Considering the difficulty of fuzzy synthetic evaluation method in calculation of the multiple factors and ignorance of the relationship among evaluating objects, a new weight evaluation process using entropy method w... Considering the difficulty of fuzzy synthetic evaluation method in calculation of the multiple factors and ignorance of the relationship among evaluating objects, a new weight evaluation process using entropy method was introduced. This improved method for determination of weight of the evaluating indicators was applied in water quality assessment of the Three Gorges reservoir area. The results showed that this method was favorable for fuzzy synthetic evaluation when there were more than one evaluating objects. One calculation was enough for calculating every monitoring point. Compared with the original evaluation method, the method predigested the fuzzy synthetic evaluation process greatly and the evaluation results are more reasonable. 展开更多
关键词 water quality evaluation FUZZY weight of evaluating indicator entropy method
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Evaluation Indicators and Extraction Method for Pitting Corrosion of Structural Steel 被引量:8
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作者 Shanhua Xu Youde Wang Qifeng Xue 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2015年第3期15-21,共7页
A set of evaluation indicators based on corrosion ratio in theory for assessing the extent of pitting corrosion and performance reduction are proposed. In order to quantify the morphology of pitting corrosion and extr... A set of evaluation indicators based on corrosion ratio in theory for assessing the extent of pitting corrosion and performance reduction are proposed. In order to quantify the morphology of pitting corrosion and extract the evaluation indicators,the 3D profile data obtained by pitting morphology measurement are imported into a special written program to automatically determine the location of each corrosion pit and distill any desired data pertinent to the pitting morphology. The results show that this method seems to be effective to analyze the corroded surface and characterize the pitting morphology. 展开更多
关键词 structural steel pitting corrosion morphology characterization evaluation indicators extraction method
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Training indicators and quantitative criteria for emergency nurse specialists 被引量:1
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作者 Man Jiang Xin Ao 《Chinese Nursing Research》 CAS 2017年第1期24-30,共7页
Objective: By constructing a training system of quality evaluation standards for emergency nurse specialist(ENS), we can ensure smooth operations and quality training for ENS.Methods: First, the frame structure of... Objective: By constructing a training system of quality evaluation standards for emergency nurse specialist(ENS), we can ensure smooth operations and quality training for ENS.Methods: First, the frame structure of indicators was designed on the basis of system theory and the balanced scorecard method. Meanwhile, corresponding quantitative standard indicators were compiled through literature analysis and a review of training characteristics. Next, screening indicators were collected through consultation with experts and statistical calculations. The indicators weight coefficient was calculated using the analytic hierarchy process(AHP). Finally, indicators were validated in two groups of nurses in two different training courses.Results:(1) We created a three-level indicator system: level-Ⅰ dimensions have 4 indicators, while level-Ⅱ dimensions and level-Ⅲ dimensions have 13 and 34 indicators, respectively;(2) The coefficient of expert's judgment is 0.840, familiarity is 0.914 and authority is 0.877, and the three rounds of coordination coefficient are 0.456, 0.553 and 0.715, respectively;(3) There are at least 56 indicators in alternative quantitative standards; and(4) The alpha reliability value of the indicator system in the two training course had no significant difference(P 〉 0.05). The same result was observed when examining two groups of nurses in one training course(P 〉 0.05).Conclusions: This study established a training system of quality evaluation standards for emergency nurse specialists that is objective, reliable, easy to operate and representative according to scientific selection and verification. This system can therefore provide a basis for quality evaluation and targeted improvement for ENS training in addition to promoting health. 展开更多
关键词 Emergency nurse specialist Continuing education system Evaluation indicators Quality standard Delphi
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The Main Evaluation Indicators for the Quality of Fruit Radish
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作者 Weiling YUAN Lei CUI +2 位作者 Caixia GAN Xiaohui DENG Zhengming QIU 《Asian Agricultural Research》 2017年第5期96-99,共4页
The aim of this study was to establish a scientific evaluation system for fruit radish quality. 8 quality indicators were measured for23 varieties,such as Meinong,Qiaotouqing and Chunbulao. The indicators included roo... The aim of this study was to establish a scientific evaluation system for fruit radish quality. 8 quality indicators were measured for23 varieties,such as Meinong,Qiaotouqing and Chunbulao. The indicators included root weight,root shape index,water content,crispness,soluble solids,crude fiber,isothiocyanate and vitamin C. These data were analyzed by variation correlation analysis,principal component analysis and system cluster analysis. 23 varieties of fruit radish were analyzed by variation correlation; 8 indicators were compressed into 6 integrated variables using principal component analysis. Finally,the main evaluation indicators of fruit radish were determined by using cluster analysis and correlation analysis. The results indicated that the range of variation coefficient was from 1. 64%-89. 99%. Water content,crispness,soluble solids,crude fiber,isothiocyanate were the important components of fruit radish quality,playing a major role in the quality. These 8indicators were closely related and relatively independent. Water content was significantly and positively correlated with crispness; soluble solids and crude fiber were significantly and negatively related to vitamin C; crispness was significantly and positively correlated with crude fiber and vitamin C. Based on the above results,4 representative indicators were used for evaluating fruit radish quality,that is water content,crispness,soluble solids,crude fiber,which could reflect the most information of fruit radish quality. 展开更多
关键词 Fruit radish QUALITY Evaluation indicators Principal component analysis Systematic cluster analysis
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A procedural study of building up a performance evaluation indicator system of intellectual property protection
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作者 Luo Juan Xu Xingxiang 《International Journal of Technology Management》 2015年第10期113-116,共4页
The intellectual property protection, whether judicial or administrative, is evaluated through a performance evaluation indicator system. To building up such a system, we must follow certain working procedures which u... The intellectual property protection, whether judicial or administrative, is evaluated through a performance evaluation indicator system. To building up such a system, we must follow certain working procedures which usually consist of four steps: to determine the performance objectives, to design the structure of indicator system, to specify the indicators and to set up the weight of indicators. Each step plays a different role in performance evaluation indicator system and has its own impact on the realization of performance evaluation objectives respectively. So the scientifically building up a performance evaluation indicator system is the key to determine whether the intellectual property is protected well or not. 展开更多
关键词 lntellectual property protection performance evaluation indicator system performance objective evaluating indicators weights of indicators
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Standards System and Evaluation Indicators System for Environmental Protection Products
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作者 Huang Jin Lin Ling Wang Xiuteng 《China Standardization》 2010年第6期17-25,共9页
Environmental protection products and equipment are important substance basis and insurance which provide supporting for to the realization of the strategic objective of reduced energy use and emissions while improvin... Environmental protection products and equipment are important substance basis and insurance which provide supporting for to the realization of the strategic objective of reduced energy use and emissions while improving the resource economy & environmental kindly society building, as well as the sustainable development economy and environment in a sustainable fashion. Here, the framework of the standards system and evaluation indicators system for environmental protection products are described based on the present deficiencies in independent innovation, lower levels of standardization, and poor operating effectiveness of such equipment in China with a goal of forcing the development of standardization, seriation and currency used in the environmental protection industry. The results presented here should serve as a reference for the promotion of quality and effectiveness in environmental protection products and equipments. 展开更多
关键词 Environmental Protection Products Standards System Evaluation indicators System
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Research on the Construction of Drug Inspection Evaluation Indicator System
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作者 Hu Di Liao Ping +3 位作者 Zhu Xin Dai Yuemin Ge Yuanyuan Chen Yuwen 《Asian Journal of Social Pharmacy》 2024年第4期327-343,共17页
Objective To study a way to establish a drug inspection evaluation system in China.Methods Through literature research,behavioral event interviews,Delphi expert interviews,and other methods,the theory of“threedimensi... Objective To study a way to establish a drug inspection evaluation system in China.Methods Through literature research,behavioral event interviews,Delphi expert interviews,and other methods,the theory of“threedimensional quality structure model”was used to extract,screen,and construct a set of evaluation indicator system for drug inspection,including 3 first-level indicators,11 second-level indicators,and 47 third-level indicators.Results and Conclusion An effective management tool to evaluate the quality of drug inspection has not yet been formed in China.According to the requirements of laws,regulations,and departmental rules,combined with the mature drug inspection mechanism of international drug regulatory agencies or organizations and the international quality management theory,some management tools are put forward to improve the quality system of drug supervision. 展开更多
关键词 drug inspection QUALITY evaluation indicator system three-dimensional quality structure model DELPHI
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Using the Delphi method to propose foods for special medical purposes health effect evaluation indicators
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作者 Peng Ren Hai-Yue Wang Zeng-Ning Li 《Journal of Nutritional Oncology》 2023年第1期47-52,共6页
Objective:The Delphi method was used to propose health effect evaluation indicators to assess foods for special medical purposes(FSMPs).This lays the foundation for the formation of a big data model for human health t... Objective:The Delphi method was used to propose health effect evaluation indicators to assess foods for special medical purposes(FSMPs).This lays the foundation for the formation of a big data model for human health testing,as well as a big data platform for the health and safety evaluation of special medical foods.Methods:The Delphi method was used to conduct two rounds of expert consultation on the constructed FSMP health effect evaluation indicators.Results:Ten major items were identified after two rounds of expert consultation.Among these,there were 10 primary entries,32 secondary entries,50 tertiary entries,and 28 quaternary entries.Conclusion:The complete list of evaluation indicators contains 10 entries,which can comprehensively and systematically monitor adverse reactions to the use of FSMPs.The present findings lay the foundation for a big data platform to evaluate the health and safety of special foods. 展开更多
关键词 Food for special medical purpose(FSMP) DELPHI Health effect Expert consultation Evaluation indicators
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Comparative Study of Evaluation Indicators for Learning Cities and the Implications
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作者 Chi Xu 《Journal of Contemporary Educational Research》 2024年第10期279-286,共8页
With the development of society,more and more cities are participating in the initiative to build learning cities.Constructing an evaluation indicator system for learning cities to monitor the progress and promote the... With the development of society,more and more cities are participating in the initiative to build learning cities.Constructing an evaluation indicator system for learning cities to monitor the progress and promote their growth has become increasingly important.This paper analyzes the preliminary framework of the UNESCO Global Learning City Index and R3L+Quality Framework.The comparison is made from the aspects of design philosophy,criteria of indicator,and the cycle of evaluation process.The findings suggest that the construction of an evaluation indicator system should be focused more on the diversity of learning city development,the construction of an evaluation process cycle,and the significance of building cooperative networks. 展开更多
关键词 Learning city United Nations Evaluation indicator system Quality assurance framework
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A study of CALIS evaluation indicator system for digital resources and its practical application considerations
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作者 XIAO Long LI Haoling XU Cheng 《Chinese Journal of Library and Information Science》 2008年第Z1期30-47,共18页
Based on our theoretical studies and practical experience related to the digital resource evaluation activities,which were undertaken jointly by CALIS and Peking University Library,this paper discusses the targeted ob... Based on our theoretical studies and practical experience related to the digital resource evaluation activities,which were undertaken jointly by CALIS and Peking University Library,this paper discusses the targeted object,content,the structure and the attributes of CALIS evaluation indicator system for digital resources.We also offer a detailed guideline for professional practice in terms of using this particular indicator system to evaluate the viability and the collection strength of a given digital library. 展开更多
关键词 CALIS digital resources evaluation Evaluation indicator Evaluation content Application guideline
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Investigation and Evaluation on Suitability of Afforestation Space in Henan Province: A Case Study of Nanyang City, Henan, China
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作者 WAN Meng 《Journal of Landscape Research》 2025年第3期23-26,共4页
Analysis on the investigation and evaluation data of afforestation space suitability in Nanyang City reveals that there are a total of 47,394 issued land parcels,covering an area of 102,400 hm^(2).Among these,20,834 p... Analysis on the investigation and evaluation data of afforestation space suitability in Nanyang City reveals that there are a total of 47,394 issued land parcels,covering an area of 102,400 hm^(2).Among these,20,834 parcels are suitable for afforestation with an area of 35,300 hm^(2),while 7,220 parcels are planned for afforestation but not yet implemented,covering an area of 19,900 hm^(2).Additionally,there are 26,560 parcels classified as unsuitable for afforestation with an area of 67,100 hm^(2).There are also 13,614 parcels,with an area of 15,400 hm^(2),that meet the criteria for afforestation space but have not been included in the planning.In view of discrepancies in land type classification or being outside the original evaluation scope in the investigation of afforestation space suitability evaluation,corresponding recommendations have been proposed to provide valuable references for scientifically formulating territorial greening plans and reasonably reserving afforestation space. 展开更多
关键词 Afforestation space Investigation and evaluation indicators indicators of land use assessment scope Henan Province
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论城市森林的评价指标 被引量:64
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作者 彭镇华 王成 《中国城市林业》 2003年第3期4-9,共6页
文章在全面分析园林、林业等部门对城市绿化评价指标的基础上,根椐城市森林的特点和中国的城市市情,考虑实际可操作性和横向可比性,提出了从布局、面积、体积、群落结构、建设与维护成本等9项评价指标。
关键词 Urban forest indicators evaluation
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Reservation Based Optimal Parking Lot Recommendation Model in Internet of Vehicle Environment 被引量:5
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作者 FUJiabin CHEN Zhenxiang +1 位作者 SUN Runyuan YANG Bo 《China Communications》 SCIE CSCD 2014年第10期38-48,共11页
In order to solve the problem that the drivers can't find the optimal parking lot timely,a reservation based optimal parking lot recommendation model in Internet of Vehicle(IoV) environment is designed.Based on th... In order to solve the problem that the drivers can't find the optimal parking lot timely,a reservation based optimal parking lot recommendation model in Internet of Vehicle(IoV) environment is designed.Based on the users oriented parking information recommendation system,the model considers subjective demands of drivers comprehensively,makes a deeply analysis of the evaluation indicators.This recommendation model uses a phased selection method to calculate the optimal objective parking lot.The first stage is screening which based on the users' subjective parking demands;the second stage is processing the candidate parking lots through multiple attribute decision making.Simulation experiments show that this model can effectively solve the problems encountered in the process of finding optimal parking lot,save the driver's parking time and parking costs and also improve the overall utilization of parking facilities to ease the traffic congestion caused by vehicles parked patrol. 展开更多
关键词 intelligent parking guidance parking lot recommendation phased selectionmethod evaluation indicators
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Evaluation indices of sour flavor for apple fruit and grading standards 被引量:8
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作者 YAN Zhen ZHENG Li-jing +2 位作者 NIE Ji-yun LI Zhi-xia CHENG Yang 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2018年第5期994-1002,共9页
In order to establish grading standards of evaluation indices for sour flavor of apples, 10 indices of samples from 106 apple cultivars were tested, including: malic acid(Mal), oxalic acid(Oxa), citric acid(Cit... In order to establish grading standards of evaluation indices for sour flavor of apples, 10 indices of samples from 106 apple cultivars were tested, including: malic acid(Mal), oxalic acid(Oxa), citric acid(Cit), lactic acid(Lac), succinic acid(Suc), fumaric acid(Fum), total organic acids(To A, the sum of the six organic acids tested), titratable acid(TiA), acidity value(AcV), and pH value. For most of the cultivars studied(85.8%), the order of the organic acid contents in apples was Mal〉Oxa〉Cit〉Lac〉Suc〉Fum. Mal was the dominant organic acid, on average, accounting for 94.5% of To A. Among the 10 indices, the dispersion of pH value was the smallest with a coefficient of variation of only 8.2%, while the coefficients of variation of the other nine indices were larger, ranging between 31 and 66%. There were significant linear relationships between Mal and two indices(ToA and AcV) as well as between ToA and AcV. There were significant logarithmic relationships between pH value and four indices: Mal, TiA, ToA, and AcV. All the equations had very high fitting accuracy and can be used to accurately predict related indices. According to this study, Mal, ToA, and AcV of apple were normally distributed, TiA was close to normally distributed, whereas pH value had a skewed distribution. Using the fitted normal distribution curves, the grading standards of Mal, TiA, ToA, and AcV were established. The grading node values of pH value were obtained using the logarithmic relationship between pH value and Mal. The grading standards of these five indices can be used to evaluate the sour flavor of apple. This study provides a scientific basis for evaluating apple flavor and selecting apple cultivars. 展开更多
关键词 apple organic acid sour flavor evaluation indices grading standard
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Planning Evaluation on Spatial Layout of Livestock and Poultry Farms 被引量:2
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作者 YAN Bo-jie WU Wen-ying +1 位作者 PAN Yu-chuan ZHANG Yong-ping 《Animal Husbandry and Feed Science》 CAS 2009年第11期37-41,46,共6页
The problems of spatial layout in livestock and poultry farms were discussed, and the development status of the planning evaluation on the spatial layout in recent years was systematically reviewed. The research progr... The problems of spatial layout in livestock and poultry farms were discussed, and the development status of the planning evaluation on the spatial layout in recent years was systematically reviewed. The research progress in planning evaluation systems and methods was mainly intro- duced. And some opinions were proposed to solve these problems. 展开更多
关键词 Livestock and poultry farms Spatial layout Planning evaluation Evaluation indicators
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A review of the development of asphalt foaming technology 被引量:3
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作者 Qiang Li Shijie Song +2 位作者 Jiaqing Wang Ning Wang Shuai Zhang 《Journal of Road Engineering》 2024年第3期334-347,共14页
To comprehensively assess the current state-of-art in asphalt foaming technology, the following four key aspectshave been reviewed systematically: foaming principles, test methods, evaluation indicators, and influenci... To comprehensively assess the current state-of-art in asphalt foaming technology, the following four key aspectshave been reviewed systematically: foaming principles, test methods, evaluation indicators, and influencing factors.Key findings reveal that asphalt foaming was primarily driven by the vaporization of water, with deteriorationprocesses including bubble collapse and liquid film drainage. However, the current understanding of asphaltfoaming principles remains limited, primarily due to difficulties in capturing and precisely measuring its microscopic behaviors during asphalt foaming process. Volume changes provided an intuitive means to evaluate theexpansion capacity of asphalt and its foaming stability. Bubble evolution characteristics of foamed asphalt offeredpromising insights into its foaming performance. Traditional ruler and stopwatch-based assessments were beingsuperseded by automated techniques like laser and ultrasonic ranging. Nevertheless, the current measuringequipment still lacks the capability to comprehensively evaluate the foaming effect of asphalt across various dimensions. Asphalt temperature and foaming water consumption significantly affected asphalt foaming performance, and the inclusion of foaming agents typically led to a notable increase in the half life of foamed asphalt.However, the interaction between foaming agents and asphalt, as well as the underlying mechanisms affecting thefoaming effect, are still unclear and require further exploration. Future research should primarily focus on thecorrelation between asphalt foaming effect and mixture performance, aiming to guide the practical engineeringapplication of foamed asphalt mixtures and enlarge the advantages of such low-emission and sustainable mixtures. 展开更多
关键词 Foamed asphalt Foaming mechanism Test methods Evaluation indicators Influencing factors
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A novel optimal design for an application-oriented synthetic jet actuator 被引量:1
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作者 Deng Xiong Xia Zhixun +1 位作者 Luo Zhenbing Wang Lin 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第3期514-520,共7页
The evaluation indicator for the performance of a synthetic jet actuator (SJA) is well-defined because of its various applications, which require optimal design to improve its performance and extend its field of app... The evaluation indicator for the performance of a synthetic jet actuator (SJA) is well-defined because of its various applications, which require optimal design to improve its performance and extend its field of application. This paper presents a novel approach to the optimal design of an SJA applied to enhance fuel/air mixture. It optimizes the combination of an actuator's geometric parameters by selecting the strength of vortex pairs as the evaluation indicator, coupled with orthogonal experiments and analysis of variance (AOV). The results indicate that slot width is the most notable factor influencing the strength of vortex pairs, followed by cavity height and slot depth. The optimal value of the strength of vortex pairs increases by 32.5%over the experimental data of the base case, and more than 8.4%compared with the simulation results of the orthogonal experiments. It is concluded that the optimal method can effectively improve the performance of an SJA applied in mixing enhancement, reducing the test numbers and the associated design cycle and cost. 展开更多
关键词 Analysis of variance Evaluation indicator Orthogonal experiment Strength of vortex pairs Synthetic jet
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