Metal three-dimensional (3D) printing is an important emerging processing method in powder metallurgy. There are many successful applications of additive manufacturing. However, processing parameters such as laser power and scan speed must be manually optimized despite the development of artificial intelligence. Automatic calibration using information in an additive manufacturing database is desirable. In this study, 15 commercial pure titanium samples are processed under different conditions, and the 3D pore structures are characterized by X-ray tomography. These samples are easily classified into three categories, unmelted, well melted, or overmelted, depending on the laser energy density. Using more than 10,000 projected images for each category, convolutional neural networks are applied, and almost perfect classification of these samples is obtained. This result demonstrates that machine learning methods based on X-ray tomography can be helpful to automatically identify more suitable processing parameters.

강원지역은 우리나라의 다설지로서 복잡한 지형 때문에 강설량의 공간변동성이 크다. 특히 동풍조건에서 강설이 발생할 시 강설량의 공간적 변동을 예측하기 어렵다. 동풍조건에서는 강원지역 내 위치에 따라 대기환경조건이 다르며 이는 강설의 특성에도 영향을 줄 수 있다. 본 연구에서는 동풍 조건에서 태백산맥의 풍상측과 풍하측에서 강설의 미세 물리적 특성을 서로 비교 분석하였다. 강원지역 내 4개 관측지점을 선정하여 파시벨 수적계로 입자크기분포를 관측하였다. 얻어진 강설입자 크기 분포의 특성을 풍상측과 풍하측간 비교한 결과, 풍상측의 강설입자 크기 분포는 풍하측에 비해 넓은 분포를 가졌고 작은 강설입자의 수도 많았다. 강설입자의 수농도에 비례하는 보편특성수농도와 강설입자의 직경에 비례하는 보편특성직경 둘 다 풍상측에서 상대적으로 큰 값을 보였다. 또한, 얼음수함량과 강설강도 비교에서도 풍상측 지점에서 큰 평균값을 가졌다. 이 결과가 나타난 원인은 태백산맥 산사면에서 공기덩어리의 강제적 상승효과로 풍상측 지점 상공에 새로운 강설입자의 생성이 활발했기 때문으로 추정된다. 또한, 풍상측은 따뜻하고 습한 동풍이 불어오므로 이로 인해 지상기온이 0oC 근처에 머무르며 강한 부착과정이 일어나기 좋은 조건이다.

Since the 2010 year, an occurring number of grand scale earthquakes which above magnitude 5.0 have increased in the world. Many types of research that deal with reducing the damage to the structure from a large-scale earthquake have proceeded. A system which could mitigate strong vertical earthquake's acceleration might apply to structure, since big earthquake cases that occurred lots of loss in Tokyo and Kobe of Japan. A plenty of bearings have installed to mitigate vibration but many parts of these lack efficient ability what we want. In addition, former vertical isolation bearings to apply for the structure have both price and size limits according to material characteristics. Therefore, this paper proposes a new type of device that is made by utilized engineering plastic and improves hitherto used vertical isolation bearing's fault.

We investigated the species richness of lepidopteran insects (excluding butterflies and microlepidoptera) of Mt. Seungdal-san, Muan-gun, Jeollannam-do, Korea, from 2003 to 2005 using two portable light traps. A total of species comprised 423 species belon

1-(carboxyalkyl) trimethyl ammonium chlorides such as 1-(carboxyundecyl) trimethyl ammonium chloride and 1-(carboxytridecyl) trimethyiammonium chloride were synthesized by the reaction of α-bromoalkanoic acid with trimethyl amine hydrochloride. In other hand, (carboxymethyl) alkyl dimethyl ammonium chlorides such as (carboxymethyl) dodecyl dimethyl ammonium chloride and (carboxymethyl) tetradecyl dimethyl ammonium chloride were synthesized by the reaction of alkyl dimethylamine with sodium chloroacetate. The four kinds of alky carboxy betaine such as 2-(trimethylammonio) dodecanoate, 2-(trimethyl ammonio) tetradecanoate, (dodecyl dimethylammonio) ethanoate and (tetradecyl dimethyl ammonio) ethanoate were prepared from 1-(carboxyalkyl) trimethyl ammonium chlorides or (carboxymethy1) alkyl dimethyl ammonium chlorides. The surface activities including surface tension, emulsifying power, foaming power, foam stability, deflocculating effect, effectiveness of wettability and solubilizing effect were measured and also critical micelle concentration and hydrophilic-lipophilic. balance(HLB) were evaluated. These carboxy betaines show good surface activities as O/W type emulsifing agent and detergent.