• 제목/요약/키워드: Performance Analysis

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인공지능 및 성능덱 데이터를 이용한 압축기 성능도 식별에 관한 연구 (A Study on Compressor Map Identification using Artificial Intelligent Technique and Performance Deck Data)

  • 기자영;공창덕;이창호
    • 한국추진공학회지
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    • 제9권4호
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    • pp.81-88
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    • 2005
  • 가스터번 엔진의 성능을 예측하기 위해서는 자신의 성능 특성을 포함한 구성품 성능도가 요구된다. 본 연구에서는 유전 알고리즘을 이용하여 압축기 성능도를 제작사에서 제공한 성능덱으로부터 역으로 식별하는 방법을 제안하였다. 알고리즘은 경사 로터 방식 스마트 UAV를 위한 PW206C 터보축 엔진에 적용하였다. 제안된 방법을 검증하기 위하여 새롭게 만들어진 압축기 성능도를 이용한 해석 결과와 제작사에서 제공한 EEPP(Estimated Engine Performance Program) 덱(deck)을 이용한 해석 결과를 비교하였다. 또한 기존의 스케일링 방법을 이용하여 얻어진 구성품 성능도를 이용한 해석결과와도 비교하였다. 그 결과 운용 영역이 설계점에서 멀어질수록 기존의 스케일링 방법을 이용한 구성품 성능도를 사용한 경우 오차가 크게 증가하였다. 반면 유전알고리즘을 이용하여 생성된 압축기 성능도를 사용한 경우 EEPP의 해석결과에 더 근접함을 확인할 수 있었다.

Impact of Competency of Consulting Company on Business Performance: Focus on Franchise Companies

  • CHO, Young-Re;KIM, Moon-Myoung;SEO, Min-Gyo
    • 한국프랜차이즈경영연구
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    • 제11권2호
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    • pp.7-15
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    • 2020
  • Purpose - The purpose of this study was to structurally verify how the competency of consulting company affects the business performance of consulting client firms through consulting achievement and consulting utilization. It aims to provide information for successful consulting and suggest strategic measures to improve consulting performance. Research design, data, and methodology - This study examines the structural relationship between competency of consulting company, consulting performance, and performance of consulting client firms. In this model, competency of consulting company consists of three sub-dimensions such as reputation, ability to perform business, and expertise. For these purposes, research model and hypotheses were developed. This survey was conduct ed for employees of companies that have experienced consulting in the past year. A total of 195 were used for this study. The data were analyzed using frequency analysis, confirmatory factor analysis, correlation analysis, and SEM with SPSS 18.0 and Amos 18.0 statistical program. Result - The results of this study are as follows. First, reputation, ability to perform business and expertise, which are sub-dimensions of consulting competence, was found to have positive effect on consulting achievements and also found to have a positive effect on utilization. Second, consulting performance was found to have positive effects on business performance of consulting client firms. It means that the management's willingness to utilize consulting results and the achievements of consulting performance have a positive effect on the company's management performance. Conclusions - Consulting firms need to perform customer-oriented consulting by accurately recognizing what management consulting is required by the client firms. The academic significance of this study was that the research was conducted through structural empirical analysis, not only from the relationship of competency of consulting company to consulting performance, but also to the relationship of business performance of client firms. In addition, the practical implication of this study is that clients can actively utilize the results of consulting to lead business performance.

비선형 접촉문제 해석을 통한 얼음 디스펜서 덕트 캡 조립체의 밀봉성능 평가 및 개선방안 연구 (A Study on Evaluation and Improvement of Sealing Performance of Duct Cap Assembly for Ice Dispenser By Nonlinear Contact Problem Analysis)

  • 이부윤
    • 한국기계가공학회지
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    • 제17권2호
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    • pp.37-46
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    • 2018
  • Present research is to evaluate and improve the sealing performance of the duct cap assembly for the ice dispensers through structural analysis. The nonlinear contact problems to check the sealing performance were analyzed using ANSYS software. The results of the analyses related to the sealing performance: the displacement distribution, the contact condition between the cap-silicon and the case, and the pressure distribution on the contact surface, were examined and discussed. Based on the results of the existing design of the duct cap assembly, two cases of the design modifications to improve the sealing performance were introduced. By examining the results of the two cases, a final design improvement plan was proposed and analyzed. It is shown that the sealing performance of the proposed final design is much more favorable than the existing design. The method of structural analysis and design improvement of the duct cap assembly presented in this paper will help improve the sealing performance of the ice dispenser duct caps.

영양사 역할의 수행수준과 중요성 분석 (The Assessment of Dietitian's Role Performance and Importance)

  • 홍완수;장미라
    • 한국식품조리과학회지
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    • 제14권1호
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    • pp.124-132
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    • 1998
  • The purpose of this study was to evaluate the performance and importance of dietitians' role in order to provide basic information for an efficient foodservice management. This approach was achieved using a variety of quantitative and qualitative informations including general foodservice management, dietitian's role performance and importance. A survey of 453 office and factory foodservices was undertaken and detailed information was collected. Statistical analysis of data was performed using SAS package program for descriptive analysis, 1-test, $\chi$$^2$ test, and analysis of variance. The general characteristics of the dietitians were that 80.20% were aged between 20∼29 and 66.49 had work experience with less than 5 years. And 61.68% were graduated from college. The Importance-Performance Analysis (IPA) technique was used for obtaining information of dietitian's foodservice management practices. By the results of the IPA technique, foodservice attributes with fair to poor performance and high impotance was service management for customer satisfaction. The average scores of dietitian's role performance and importance were 3.33 and 4.03 out of 5, respectively. Dietitians with work experience more than 10 years and aged more than 30 years old had more work performance than those.

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2단계 네트워크 DEA를 이용한 세계 주요 공항 성과 분석 (An analysis of the performance of global major airports using two-stage network DEA model)

  • 유석천;맹결;임성묵
    • 품질경영학회지
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    • 제45권1호
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    • pp.65-92
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    • 2017
  • Purpose: The performance of global major airports is evaluated and several research questions are examined relative to the measures characterizing airport performance. Methods: The two-stage internal structure of airport performance is considered by decomposing it into physical operations and revenue generation. In the physical operations stage, operating costs, number of runways, terminal area and number of employees are used as inputs, while passenger throughput, cargo throughput and aircraft movements are taken as outputs. Subsequently, in the revenue generation stage, the outputs from the preceding stage are taken as inputs, while revenue is used as output. Results: Based upon this two-stage modeling of airport performance, a multiplicative two-stage network data envelopment analysis model is employed to calculate the overall and stage efficiencies of 59 airports using the recent data in the 2014 Airport Benchmarking Report published by the Air Transport Research Society. Several internal and external factors are also considered such as airport size, airport geographical location, proportion of international passengers, ownership (listed or not) and management style, and statistical analysis is performed to examine their impacts on airport performance. Conclusion: It is shown that the airports exhibit statistically significant difference across regions, and also some statistically significant factors affecting airport performance are identified.

The Effects of Absorptive Capability and Innovative Culture on Innovation Performance: Evidence from Chinese High-Tech Firms

  • LIU, Si-Meng;HU, Rui;KANG, Tae-Won
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.1153-1162
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    • 2021
  • The innovation of enterprises allowed firms to promote technological innovation as an important choice to improve sustainable competitiveness. This study aims to investigate the relationship between absorptive capacity and innovation performance of Chinese high-tech enterprises and focuses on the mediating role of innovation culture in high-tech enterprises. Data came from surveying high-tech enterprises in China, and the reliability analysis, factor analysis, and correlation analysis, path analysis (SEM) were analyzed using SPSS23, AMOS. The results show that intellectual capital composed of human capital, structural capital, and relational has a significant impact on acquisition performance; intellectual capital is composed of human capital; structural capital has a significant influence on innovation performance; and absorptive capital has a significant impact on innovation performance. In addition, innovative culture plays a partial mediating role between absorptive capacity and innovation performance. The findings of this study suggest that, to ensure the better absorption and operation of knowledge, high-tech enterprises can accumulate more knowledge, promote the transformation of knowledge into technology, and strengthen the capability of knowledge absorptive capacity, and at the same time, create an innovation culture atmosphere and encourage employees to develop new products to achieve enterprise goals in order to promote the improvement of innovation performance.

Exploratory Study of Distribution and Logistics Industry: Do Global Competitive Capabilities Affect Business Performance?

  • KIM, Boine;KIM, Byoung-Goo
    • 유통과학연구
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    • 제20권2호
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    • pp.101-108
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    • 2022
  • Purpose: In this logistics disturbance period, this study conducts research of distribution and logistics firms in Korea. The purpose of this exploratory research is to analyze global competitive capability influence on business performance. And give managerial implications and contribute to academics. Research design, data, and methodology: This research empirically analyzes the relationship between global competitive capability and business performance. As for business performance this research considered non-financial performance and measured with business performance fulfillment. As for antecedent variables, this research measured three global competitive capability constructs; preparation, utilization, intensive capability. And each construct includes two capability concepts. This study used 2,316 executing direct export distribution and logistics industry firmsfrom KOTRA's GCL data. This research used frequency analysis, reliability analysis, correlation analysis, and step-wise regression analysis by SPSS26. Results: The result shows that all the variables except export infra showed statistically significant. As results show, mid/long strategy & global mind of preparation capability, both communication and marketing of utilization capability and market strategy and product/goods/service of intensive capability give a positive influence on business performance fulfillment. Conclusions: Based on the results, this research provide implication for practical management, contribution to academic, and suggestion for feature research.

창업 생태계 품질이 창업 성과에 미치는 영향 (Effect of Entrepreneurial Ecosystem Quality on Entrepreneurship Performance)

  • 이은지;조영주
    • 품질경영학회지
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    • 제50권3호
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    • pp.305-332
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    • 2022
  • Purpose: As the public interest in entrepreneurship has been highlighted and entrepreneurship policies have been generated, this study is to construct Entrepreneurship Ecosystem (EE) models which have a significant relationship to national entrepreneurship with quantitative analysis. It aims to provide implications to EE policymakers that which national components are effective in cultivating innovative entrepreneurship and validate its EE quality based on quantitative performance goals. Methods: This study utilizes secondary data, categorized under the PESTLE factor from credible international organizations (WB, UNDP, GEM, GEDI, and OECD) to determine significant factors in the quality of the entrepreneurial ecosystem. This paper uses the Multiple Linear Regression (MLR) analysis to select the significant variables contributing to entrepreneurship performance. Using the AUC-ROC performance evaluation method for machine learning MLR results, this paper evaluates the performance of EE models so that it can allow approving EE quality by predicting potential performance. Results: Among nine hypothesis models, MLR analysis examines that the number of the Unicorn company, Unicorn companies' economic value, and entrepreneurship measured as GEI can be reasonable dependent variables to indicate the performance derived from EE quality. Rather than government policies and regulations, the social, finance, technology, and economic variables are significant factors of EE quality determining its performance. By having high Area Under Curve values under AUC-ROC analysis, accepted MLR models are regarded as having high prediction accuracy. Conclusion: Superior EE contributes to the outstanding Unicorn companies, and improvement in macro-environmental components can enhance EE quality.

Factors Influencing the COVID-19 Infection Control Practice of Physical Therapists

  • Jang Mi Lee;Changwoo Shon
    • The Journal of Korean Physical Therapy
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    • 제34권6호
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    • pp.304-311
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    • 2022
  • Purpose: The purpose of this study was to investigate the knowledge, awareness and performance of COVID-19 infection control among physical therapists and to identify the impact factors on performance Methods: Data were collected from March 16th to March 24th in 2022 from the physical therapist's in Busan. Data analysis was conducted on 170 surveys, after excluding 27 surveys that were found to be unsuitable for data analysis. Results: When correlating the study variables, knowledge and awareness were found to have a positive, meaningful correlation with performance. Performance of COVID-19 personal infection control regression analysis showed that the working department (clinic and long-term care hospital), clinical experience, the more knowledgeable, the awareness (personal), and the more clinical experience had significant positive impacts on the performance of COVID-19 infection control. Performance of COVID-19 treatment room infection control regression analysis showed that the working department (long-term care hospital), educational experience, the awareness (treatment room) had significant positive impacts on the performance of COVID-19 infection control Conclusion: The results of this study may be used as basic data for educating physical therapist's working at the COVID-19 response department. This study suggests that physical therapist's need educational programs to improve their knowledge and awareness and performance of infection control against infectious diseases such as COVID-19. Differentiated physical therapists practice education curricula must be developed and provided after understanding the varying characteristic of physical therapist's with different levels of work experience.

가변속 터보블로워의 성능특성에 관한 연구 (A Study on Performance of a Variable-Speed Turboblower)

  • 최범석;박무룡;황순찬;박준영
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2003년도 유체기계 연구개발 발표회 논문집
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    • pp.379-384
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    • 2003
  • A turbo blower directly driven by a variable-speed BLDC motor was designed and tested to investigate performance characteristics. Computational analysis and performance tests validated the design method for the present turbo blower. Experimental measurements showed that the blower has an enough stability margin. This paper gives an outline of design, computational flow analysis and performance test for aerodynamic performance of the blower

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