우리나라는 국가 차원에서 엔지니어를 자격을 인증하고 기술등급으로 평가․활용하는 국가기술자격제도의 운용을 통하여 기술 인적자원을 육성하고 관리하고 있다. 동 제도는 광범위하게 사용되고 국가경쟁력에 미치는 영향력이 크나 국제기준과 괴리되어 기득권자의 지대(rent)가 되어 있고 엔지니어 역량을 종합적으로 반영하는데 미흡하다는 평가다. 기업 차원에서도 프로젝트 등에 배정할 엔지니어를 선정하기 위해 사전심사 등을 거치고 있으나 자체적으로는 평가 기준과 방법에 있어서 객관성을 확보하기가 어렵다. 이에 본 연구는 AHP 방법론을 활용한 역량모델링을 통해 국가기술자격제도의 적합성을 검증하고 기술 인적자원의 평가 및 선정에 쉽게 활용할 수 있는 정량적 역량모델을 제공하고자 하였다. 본 연구에서는 조사결과의 객관성을 확보하고 다양한 이해관계자 집단의 인식을 검토하고자 다수 전문 엔지니어를 대상으로 설문조사를 시행하고 통합집단과 세분된 집단으로 다면 연구를 진행하였다. 또한, AHP 기법을 활용하여 국내사업과 해외사업에 서 필요한 역량의 중요도를 차이를 파악하고자 국내모델 및 글로벌모델로 구분하여 접근하였다. AHP 가중치 도출을 위해 두 차례에 걸쳐 총 937명의 엔지니어로부터 설문지를 회수하여 이중 일관성비율(CR)이 0.1 이하인 554명(국내모델 321명, 글로벌모델 233명)의 유효 설문지를 분석에 활용하였으며, AHP분석 결과 도출된 가중치를 기반으로 복수의 역량모델을 제시하고 59,721명의 엔지니어 정보를 활용하여 모델별 효과를 추정하였다. 연구결과, 응답자는 정부의 현행 역량평가요소인 자격, 학력, 경력 외에 교육훈련과 글로벌역량이 포함될 필요가 있는 것으로 인식하고 있었다. AHP 국내모델에서 엔지니어 역량요소의 상대적 중요도는 경력(0.383), 자격(0.253), 학력(0.195), 교육훈련(0.169) 순으로 나타났으며, 글로벌모델에서의 상대적 중요도는 경력(0.308), 글로벌역량(0.237), 교육훈련(0.175), 국내기술자격(0.147), 학력(0.134) 순으로 나타 났다. 글로벌역량을 구성하는 하위지표에 대한 가중치는 해외근무, 어학능력, 해외자격의 순으로 나타났다. 이 같은 AHP 분석결과는 엔지니어들이 인식하는 기술등급 평가요소와 산정 방식이 기술자격 중심의 현행 정부의 모델과는 괴리가 있으며, 국내시장과 해외시장에서의 필요한 엔지니어의 역량에 차이가 있음을 시사해주고 있다. 기업규모 및 직무특성에 따른 평가요소별 중요도의 차이는 나타나지 않았으나, 기술자격 및 조직 유형에 따라 집단 간 역량평가 요소의 중요도가 일부 항목에서 다름이 확인되어, 역량모델 개발 및 활용 시 직무특성보다는 자격 특성 및 조직 유형을 반영할 필요가 있음을 의미한다. 역량모델링을 통한 시뮬레이션 결과, 현행 정부의 기술등급 산정 방법에서는 역량과는 무관하게 대량의 초급기술자가 양산됐지만, AHP 가중치에 기반을 둔 역량모델은 산업에서 요구하는 엔지니어의 기술등급 분포와 적합하였다. 본 연구는 AHP 방법론을 바탕으로 제안된 역량모델의 적합성을 실증적으로 검증하고, 시사성 있는 과제인 국가기술자격제도의 개선 방향을 도출함으로써 우리나라의 기술경쟁력 및 기술 인적자원관리 정책에 유용한 정책 대안을 제시한다는 점에서 의미가 있다. 또한, 본 연구에서 제시된 AHP 가중치 및 역량모델은 시장의 인식을 반영하여 정량화한 것으로 기업 차원에서도 사업 대상 및 조직 유형에 맞게 다소의 수정을 거쳐 범용적으로 활용할 수 있다. 특히 프로젝트에 배정될 기술 인적자원 선발 등의 잠재적 후보자를 선정하는 예비단계에서 객관화된 점수로 쉽게 평가할 수 있어 실무적 의미가 크다.

As the competitiveness of small and medium businesses is getting more and more improved and globalized, the government provides various consulting services to secure the competitiveness of small and medium firms and support stable growth. However, the assessment of the result from the government’s support is generally focused on non-financial factors, such as customer satisfaction afterwards and analysis of improvement effect. This paper is in regards to the analysis of how much the government’s support in the form of providing consulting services contributes to financial outcomes and to the analysis of the gap of performances among the types of consulting services. We verified the statistical significance of our hypothesis through SAS9.4 and SPSS 22, conducting comparative analysis of the business growth and profitability based on the yearly balance sheets and income statements of 44 corporations which government supports and 150 corporations which are for comparison. The data is gained from CRETOP, Korea Enterprise Data, and the testing model is chosen as the business of support center for corporate growth, which is a customized supporting business of the Ministry of Trade, Industry, and Energy. As a result, in terms of business growth, it turned out to have positive difference in growth ratio compared to the industrial average and compared corporations and to have significant difference in terms of profitability as well. Since, this paper shows that the different supporting ways have significant difference, we would say that this paper is meaningful in that it may propose a guidance for government to set strategies of government-supporting businesses.

기업이 지속적으로 성장하기 위해서는 반드시 가치를 확보해야 한다. 많은 기업들의 전략은 고객으로부터 가치를 최대한 확보하고 전유하는 것에 초점이 맞춰져 있다. 이에 따라 가치에 대한 연구는 학계와 산업계에서 활발하게 진행되고 있으나 대부분의 경우 지나치게 개념적이거나 이론적인 경우가 많아 실증적인 연구로 이어지는 것에는 한계가 있다. 본 연구에서는 VCA(value creation and appropriation)model을 이용해 국내외 항공 산업에서 발생하는 가치창조와 전유 동향을 분석하였다. VCA모델을 통해 가치를 창조하기 위해 투입된 자본과 노동력을 바탕으로 기업이 실제로 창출한 가치의 양을 계산할 수 있으며 또한 창조된 가치가 기업의 이해관계 자(임직원, 고객, 공급업체 자본투자자 등)들에게 어떻게 배분(distribution)되는지 파악할 수 있다. 한국, 일본, 중국 및 동남아시아 국가의 주요 항공사의 재무제표 등 접근 가능한 데이터를 활용해 분석을 수행했으며 2000년부터 2015년까지의 총 15개년의 데이터를 수집했다. 분석 결과 각 국가, 기업 규모, 연도별로 가치의 창조와 전유에는 일정한 패턴과 유형이 존재하는 것으로 밝혀졌다. 최종적으로는 가치창조와 전유의 유형별로 주요 이슈를 도출하고 이에 대응하기 위한 시사점을 제시하였다.

The purpose of this study is to investigate the effect of the characteristics of the company or the characteristics of the project participants on the process quality of automotive parts development. In this study, an empirical study was conducted on more than 50 researchers who participated in the development of automotive electric/electronic parts. As a result, it was statistically verified that the quality of the consulting project was significantly influenced by the characteristics of company or participants. According to the results of this study, in order to improve the performance of ASPICE or ISO 26262-related consulting project, a different consulting approach strategy considering the characteristics of organization and personnel is needed. In addition, this study suggests characteristics of process quality and its relevant consulting strategy according to supply chain configuration.

Vendor Managed Inventory is a well-known vendor-retailer coordination approach in supply chain management. If the inventory level for the retailer exceeds the upper limit, then the penalty cost is charged to the retailer. Furthermore, maximum allowable inventory level is set for the vendor to prevent the vendor from keeping much inventory. Single-vendor multi-retailer supply chain model with upper limit of inventory for vendor and retailers is studied. All the retailers’ are assumed to have the common cycle time, and a vendor manages retailers’ inventory and replenishes products. The mathematical formulation is introduced to minimize the total cost including the penalty cost violating the upper limit of inventory for retailers with the constraint of maximum allowable inventory level. The solution procedure based on Karush-Kuhn-Tucker(KKT) conditions is derived.

The application of the theoretical model to real assembly lines has been one of the biggest challenges for researchers and industrial engineers. There should be some realistic approach to achieve the conflicting objectives on real systems. Therefore, in this paper, a model is developed to synchronize a real system (A simulation model) with a theoretical model (An optimization model). This synchronization will enable the realistic optimization of systems. A job assignment model of the assembly line is formulated for the evaluation of proposed realistic optimization with multiple objectives. The objectives, fluctuation in cycle time, throughput, labor cost, energy cost, teamwork and deviation in the skill level of operators have been modeled mathematically. To solve the formulated mathematical model, a multi-objective simulation integrated hybrid genetic algorithm (MO-SHGA) is proposed. The performance of MO-SHGA is evaluated with the standard multi-objective genetic algorithm (MO-GA) with both deterministic and stochastic data settings. A case study of the goalkeeping gloves assembly line is also presented as a numerical example which is solved using MO-SHGA and MO-GA.

With the increased globalization, selecting suppliers has become more challenging problem, especially because of increased risks among suppliers. This paper proposes a four-step supplier selection procedure in global supply chains under risk. In the first step, appropriate supplier selection solutions are determined by using a rule-based expert system. In the second one, these solutions are used to evaluate suppliers’ general performance. In the third one, suppliers’ risks are evaluated by using a risk evaluation algorithm. In the fourth one, Pareto optimal suppliers are selected based on their general performance and risk evaluation outputs. An example demonstrates the implementation of the proposed procedure.

The purpose of this research isto make improve productivity through process improvement without expensive capital investment in a small scale mold manufacturer. The target company which is selling sand mold casting products employs many foreigners, and 50% of factory workers worked by the periphery of a specific manufacturing sector were difficult to communicate smoothly on site. Also, the company has the customized production method which production and delivery time are constant each month. However, the company's situation is getting harder since the order volume of existing suppliers has decreased and profit has reduced. So, we decided that the company needs new customers and overseas markets in the long run but to improve the process without facility investment in the short term is important task. We improved the process, created the standard of work for foreign workers, and improved the working environment by eliminating the on-site risk factors that the staff could not perceive. The results were as follows. The productivity has improved by 1.5 times. Training by work standards has shortened the OJT time of new workers and efficient working methods have become standard. Improvement of the work environment has improved the job satisfaction of workers and enabled long-term service of workers in the mold industry where labor shortage is serious.

When taking X-ray, Some of them are not only absorbed as they pass through the body, but some are scattered and blurred. To prevent this problem, 'X-Ray Grid' was placed between the body and the film. Conventionally, in order to manufacture an X-ray grid, a lead sheet and an aluminum sheet were adhered with epoxy or the like, cut to a predetermined thickness, and formed in a line at a predetermined angle. New grids are actively being developed to solve this problem. In this study, Laser beam was irradiated on a photosensitive glass having high X-ray transmittance to form an oblique lattice type channel. When the photosensitive glass is exposed to Laser beam, Previous studies have shown that laser exposure to photosensitive glass reacts with UV-Laserto form high-precision microstructures. The photosensitive glass exposed by the laser is heat-treated at a high temperature to crystallize the exposed part. When the crystallized patterns are etched with a hydrofluoric acid liquid solution, a structure having a depth is completed. The completed structure is filled with metals with X-ray shielding properties. The angle of incidence can be processed up to 18, which is the angle of incidence of ordinary X-ray, The upper surface line width of theetched pattern is 20um or less and The depth of processing after etching was found to be more than 100um, which means 'the filler can be deposited sufficiently'.

As a result of the increasingly serious air pollution worldwide, there are many social costs in the country. In general, there are legal measures to improve air quality such as investment projects, input of public funds, attraction of private capital, and regulation of air pollution prevention. In this study, we propose future legislative policies through the following analysis on the status of various researches in domestic and foreign countries for the improvement of air quality and related legal system. The domestic indoor air quality is getting better through ongoing management. From a legal perspective, The air quality law, such as indoor air quality law and environmental law, has been continuously revised to improve indoor air quality. However, contrary to the air quality law, indoor air quality management is carried out by various related departments under current law. Due to the different management facilities and management standards of each ministry, the effectiveness of relevant laws is deteriorated in organically managing multi-use facilities. This may lead to confusion and may be an impediment to the effective achievement of the institution's objectives. The pollutants of interior space are one of the main causes not only building materials, but also office equipment such as computers. however, The pollutants to be managed under the current legislation are mainly limited to building materials. In addition, the criteria set for each pollutant have a problem that it depends on the after-regulation standard that is made after the pollutant is released from the pollutant source. There is a need for systematic analysis and research to prevent adverse effects that may occur due to pollution sources through the prevention system. It is time to change the direction of regulation-oriented policies and to make policy changes that can improve air quality through systems such as emission trading system..

Since flight operations are determined by real-time weather conditions, the importance of weather information utilization in the airline industry is absolutely critical. Especially, abnormal flight operations due to the weather phenomenon is directly linked to a loss of airline, and also causes a deterioration in the quality of customer service. Therefore, this study analyzes occurrence conditions and correlates abnormal flight operations by the meteorological phenomenon at 4 major airports in Korea. Based on these results, it is aimed to provide a basis for stable flight operation to make the best decisions.

In international businesses human resource elements acquired in different countries might have different values in varied industries due to different quality of education and experiences in original countries. Using existing models to evaluate expected values of human resource elements such as education and experience setc. acquired in sending countries they are expanded to examine also the values of science and engineering degrees in technology jobs with selectivity bias correction. This paper used the US census survey data of 2015 on earnings, academic degrees etc. to contrast qualitative effects with quantitative effects of human resource elements compared to those in the native and/or white group.

The domestic construction market is in a difficult situation due to the recent decline in government SOC budgets, sluggish new orders from large public corporations, and deteriorating housing supply conditions in the private sector. In addition, construction workers compared to other industries have higher levels of job stress due to higher non-regular workers, unstable and irregular working hours, high work intensity, and poor work environment. According to previous research results, high job stress of construction workers has a great impact on the occurrence of disasters, and it is urgently needed to improve the job stress. The purpose of this study is to investigate the effect of Positive Psychological Capital such as positive self - efficacy, optimism, hope and resilience on job stress. Based on the results of this study, we suggest a plan to reduce job stress of construction industry workers.

We studied the efficiency of service quality of loan consultants contracted to a bank in Korea. Since the consultant is not an employee of the bank, he/she is paid solely in proportion to how much he/she sell loans. In this study, a consultant is considered as a decision making unit (DMU) in the DEA (Data Envelopment Analysis) model. We use a principal component analysis-data envelopment analysis (PCADEA) model to evaluate quality efficiency of the consultants. In the first stage, we use PCA to obtain 6 synthetic indicators, including 4 input indicators and 2 output indicators, from survey results in which questionnaire items are constructed on the basis of SERVQUAL model. In the second stage, 3 DEA models allowing negative values are used to calculate the relative efficiency of each DMU. An example illustrates the proposed process of evaluating the relative quality efficiency of the loan consultants.

The International Organization for Standardization published ISO 9001 Quality Management System – Requirements in 1987 and has revised four times since then. ISO 9001:2015 is the latest edition and organizations are supposed to obtain the certificate of the new version registration by late 2018. This latest edition has two most noticeable changes. The first major change of new edition focuses on performance with an emphasis on Risk-Based Thinking (RBT) to enhance the process approach. The new edition consists of ten clauses whose first three clauses are largely same as older edition but risks are clearly stated and stressed in last seven clauses, emphasizing on Plan-Do-Check-Act cycle at all levels in the organization. The second major change is that the new edition has the same overall structure as other ISO management system standards known as High Level Structure with Annex SL.In this article we pursue to explain the basic concept of Risk-Based Thinking and describe six steps of Risk-Based Thinking using a realistic example. We enumerate all possible risks that can be occurred in organizations and propose a specific risk management procedure that the quality managers of organizations can systematically implement.

This paper describes the Bayesian and non-Bayesian approach for reliability demonstration test based on the samples from a finite population. The Bayesian approach involves the technical method about how to combine the prior distribution and the likelihood function to produce the posterior distribution. In this paper, the hypergeometric distribution is adopted as a likelihood function for a finite population. The conjugacy of the beta-binomial distribution and the hypergeometric distribution is shown and is used to make a decision about whether to accept or reject the finite population. The predictive distribution of the beta-binomial distribution is shown and will be used for the reliability demonstration test. A numerical example is also given.

As a system complexity increases and technology innovation progresses rapidly, it tends to lease a system rather than own one. This paper deals with a decision-making model to determine the preventive maintenance strategy for leased equipment. Various maintenance options are presented and formulated via the non-homogeneous Poisson process. During the lease period, the preventive maintenance strategy that minimizes the total cost among the presented maintenance options is selected. A numerical example is provided to illustrate the proposed model.

As a non-parametric data mining method, decision tree classification has performed well in many applications. The complexity of the model increases as the decision tree algorithm proceeds to grow the decision tree as the rule of decision making. While the increase of the complexity enhances the accuracy, it degrades the generalization which predicts the unseen data. This phenomenon is called as overfitting. To avoid the overfitting, pruning has been introduced. Pruning enables to make the generalization better, reduces the complexity, and avoids the overfitting. Although various pruning methods have been proposed, selecting the best pruning methods or making balance between complexity and generalization with pruning is not a simple problem. In this paper, we explore the methods of pruning and analyze them to suggest the optimal approach for applications.

본 연구에서는 대공간을 갖는 건물 및 중대형 시설하우스의 에너지절약 문제를 해결하고, 거주 인원 및 생육작물의 적합한 냉난방 환경을 제공하기 위해서 높이 가변형 4방향 팬코일 유니트(Fan Coil Unit)를 개발하였다. 이를 위해 높이 가변형 4방향 FCU의 개발에 있어서 높이 변화에 따른 4방향 FCU의 열유동 해석 연구수행과 FCU 케이스와 구조물에 대한 디자인 개발 및 개발대상제품의 정밀한 높이제어와 온도조절기능을 갖는 제어알고리즘의 연구 및 제어기 개발을 수행하였다. 따라서 기존 고정식 팬코일 또는 공조설비에서 나타나는 공조불균형 문제를 이동식(가변형)으로 신규 개발, 적용 하여 거주인원 및 생육작물의 근처에서 공조를 실시함으로써 공조불균형을 확실히 해소할 수 있을 것이다.

The navy that operates a large size of weapon systems, relatively a small quantity of, in order to minimize the loss of war potential caused by the breakdown of weapon system during long-term naval area of operation assigns allowance parts such as Maintenance Float (M/F), Combat Exchange Components, Concurrent Spare Parts (CSP) and so on to each unit and makes them use the allowance parts. Among them, Combat Exchange Components is being calculated in accordance with heuristic method because there is no standardized method to calculate it differently from Maintenance Float and Concurrent Spare Parts. In this article, more systematic calculation optimization method of it is suggested by selecting the optimum Combat Exchange Components in accordance with integer programming and presenting it, comparing it with the list of Combat Exchange Components calculated by actual heuristic method.