In the era of the 4th Industrial Revolution, Logistic 4.0 using data-based technologies such as IoT, Bigdata, and AI is a keystone to logistics intelligence. In particular, the AI technology such as prognostics and health management for the maintenance of logistics facilities is being in the spotlight. In order to ensure the reliability of the facilities, Time-Based Maintenance (TBM) can be performed in every certain period of time, but this causes excessive maintenance costs and has limitations in preventing sudden failures and accidents. On the other hand, the predictive maintenance using AI fault diagnosis model can do not only overcome the limitation of TBM by automatically detecting abnormalities in logistics facilities, but also offer more advantages by predicting future failures and allowing proactive measures to ensure stable and reliable system management. In order to train and predict with AI machine learning model, data needs to be collected, processed, and analyzed. In this study, we have develop a system that utilizes an AI detection model that can detect abnormalities of logistics rotational equipment and diagnose their fault types. In the discussion, we will explain the entire experimental processes : experimental design, data collection procedure, signal processing methods, feature analysis methods, and the model development.

본 연구는 최근 소비가 크게 증가하고 있는 가정간편식의 원료에 대한 모니터링을 수행하였다. 다양한 유형의 가정간편식 제품을 구입하여 112개 원료의 DNA 바코드를 분석하였다. 원재료의 종을 동정하기 위하여 DNA 바코드 증폭에 주로 이용되는 미토콘드리아의 16S ribosomal RNA 유전자 부위를 증폭하는 프라이머 세트를 이용하였다. PCR 산물은 정제하여 염기서열을 분석한 후, 이를 이용하여 미국국립보건원에서 제공하는 BLAST search를 수행하였다. GenBank에 등록되어 있는 종의 염기서열과 유사도(Identity) 와 매치 점수(Match score)를 비교하여 원료의 종을 판별 하였다. 112개의 원료에서 24개의 종(Species)과 3개의 속(Genus)를 동정하였다. 3개의 속은 Identity의 기준이 되는 98% 이내에 해당하는 종이 다수 존재하여 속 수준에서 판별하였다. 판별 결과를「식품의 기준 및 규격(제2019-57 호)」중 ‘(별표 1) 사용할 수 있는 원료 목록’에서 제시하는 사용 가능한 원료와 비교하여 국명 및 섭취 가능 여부를 판단하였으며, 등재되어 있지 않은 6개 종은 국제적으로 공인된 기구에서 어획량에 대한 정보를 확인하고, 식용 근거, 학명·이명 등을 확인하여 식용 가능 여부를 판단 하였다.

본 연구는 국내에 유통되는 두족류 제품에 대한 모니터링을 수행하였다. 문어와 오징어로 표기되어 판매되는 28개 제품을 대상으로 DNA 바코드를 분석하여 원재료의 종을 동정하였다. DNA 바코드 증폭을 위하여 미토콘드리아의 16S ribosomal RNA 및 cytochrome c oxidase subunit I 유전자 부위를 증폭하는 두 종류의 프라이머 세트를 선정하였으며, 이를 이용하여 증폭된 PCR 산물의 염기서열을 분석하였다. 확보한 염기서열은 ‘BLAST Search’를 이용하여 미국국립보건원 GenBank에 등록되어있는 생물 종의 염기서열과 비교하여 유사도와 매칭 점수를 고려하여 최종 종을 동정하였다. 동정결과, 원재료를 오징어로 표기 한 12개 제품은 아메리카대왕오징어(Dosidicus gigas, n=3), 살오징어(Todarodes pacificus, n=9) 종으로 확인되었다. 반면 문어를 원재료로 표기한 16개 제품의 경우, 6개 제품에서 대만주머니낙지(Cistopus taiwanicus, n=1), 하이야주 꾸미(Amphioctopus marginatus, n=1), Scaeurgus unicirrhus (n=1), 아메리카대왕오징어(Dosidicus gigas, n=3)로 동정되어 표기된 원재료와 불일치하였으며, 이 중 3개의 제품은 알레르기 유발 원재료인 오징어가 사용되었음을 확인하였다.

We have surveyed the current status of insect pollinator use for horticultural crops in 2016. The use rate and farmnumber of insect pollinators for 26 horticultural crops were 25.8% and 55,208, respectively. The colony number of insectpollinators used in this survey was 479,777, which include 344,690 for honeybees, 119,104 for bumblebees, 2,415 formason bees, 1,317 for flies, and 2,415 for the combination of bumblebees, honeybees, and mason bees. The use rateof insect pollinators was 59.4% for 11 vegetable crops and the colony number of insect pollinators used for 11 vegetablecrops was 449,287. The colony number of insect pollinators used for 15 fruit tree crops was 30,290, which include honeybees(66.3%), bumblebees (20.2%), mason bees (8.0%), flies (1.6%), and the combination (3.9%) of bumblebees, honeybees,and mason bees. Together, farms of 98% showed positive effect for the use of insect pollinators and most of farms (97.0%)planed for the continuous use of insect pollinators

The purpose of this study was to compare and analyze the difference of the ankle joint movements during landing. Seven adult males voluntarily participated in the study and the average foot size of the subjects was 269.8 mm. Image analysis equipment and the ground reaction force plate (landing type) was used to measure th kinetic variables. As a result of this study, it was confirmed that the vertical ground reaction force peak point appeared once in the barefoot with forefoot, while two peak points appeared in the barefoot and functional shoe foot with rear foot landing. About ankle angle, fore foot landing ankle angle, the average with bare foot landing was -10.302° and the average with functional shoe foot landing was -2.919°. Also about rear foot landing, ankle angle was 11.648° with bare foot landing and 15.994° with functional shoe landing. The fore foot landing, ankle joint force analysis produced 1423.966N with barefoot and 1493.264N with functional shoes. But, the rear foot landing, ankle joint force analysis produced 1680.154N with barefoot and 1657.286N with functional shoes. This study suggest that the angle of ankle depends on the landing type and bare foot running/functionalized shod running, and ankle joint forces also depends on landing type.

An assessment was made of the biological control potential of mud loaches, Misgurnus mizolepis, toward Culex pipiens molestus, in laboratory condition and septic tank and rainwater storage tank (RST) systems. Results were compared with those of temephos 20% emulsifiable concentrate (EC) and Bacillus thuringiensis israelensis (BTI). In the laboratory tests, all M. mizolepis survived on waters from the settling tank of aerobic septic tank (AST), sump tank of AST, and RST. However, all M. mizolepis died within 3 h after introduction in the settling tank and sump tank waters of anaerobic septic tank (AnAST). Gill or dorsal fin inflammation was detected in the dead mud loaches. M. mizolepis consumed an average of 968–1087, 901–986, and 993–1087 of 1500 third instars of Cx. p. molestus in AST settling tank, AST sump tank, and RST waters, respectively. In the AST and RST systems, predation of Cx. p. molestus by mud loaches at a release rate of 900 larvae/fish resulted in complete mosquito control from the first wk after treatment through the end of the survey period for 16 wk. The average mosquito reduction rates by temephos 20% EC and BTI treatments were 28.6 and 2.1% 2 wk post-treatment, respectively. Mud loaches merit further study as a potential biological control agent for the control of mosquito populations in light of global efforts to reduce the level of highly toxic synthetic insecticides in the aquatic environment.

The bumblebee, Bombus ignitus (Hymenoptera: Apidae), is a valuable natural resource that is one of the most notably utilized for greenhouse pollination in Korea. In order to understand the nature of genetic relationships, gene flow, and population structure of the species we sequenced a partial COI gene of mitochondrial DNA (mtDNA) corresponding to “animal barcode” region and the complete internal transcribed spacer 2 (ITS2) of the nuclear ribosomal DNA (nrDNA) collected from Korean localities. Although the 658-bp long mtDNA sequence provided only six haplotypes with the maximum sequence divergence of 0.61% (4 bp), the ITS sequences provided 84 sequence types with the maximum sequence divergence of 1.02% (21 sites), confirming better applicability of the ITS sequences to the study of intraspecific variation. The complete ITS2 sequences of B. ignitus were shown to be longest among known insects, ranging in size from 2,034 bp ~ 2,052 bp, harboring two duplicated repeats. Overall, a very high per generation migration ratio, a very low level of genetic fixation, and no discernable hierarchical population/ population group were noted to exist among populations of B. ignitus on the basis of both molecules, thus suggesting that the B. ignitus populations on the Korean peninsula are panmictic, which is consistent with our understanding of the dispersal capability of the species

Root knot nematode species, such as Meloidogyne hapla, M. incognita, M. arenaria and M. javanica are economically most notorious nematode pests, causing serious damage to the various crops throughout world. In this study, DNA sequence analyses of the D1-D3 expansion segments of the 28S gene in the ribosomal DNA were conducted to characterize genetic variation of the four Meloidogyne species obtained from Korea and United States. PCR-RFLP (Polymerase Chain Reaction-Restriction Fragment Length Polymorphism), SCAR (Sequence Characterized Amplified Region) marker and RAPD (Random Amplification of Polymorphic DNA) also were used to develop the methods for exact and rapid species identification. In the sequence analysis of the D1-D3 expansion segments, only a few nucleotide sequence variation were detected among M. incognita, M. arenaria, and M. javanica, except for M. hapla. The PCR-RFLP analysis that involves amplification of the mitochondrial COII and lrRNA region yielded one distinct amplicon for M. hapla at 500 bp, enabling us to distinguish M. hapla from M. incognita, M. arenaria, M. javanica reproduced by obligate mitotic parthenogenesis. SCAR markers successfully identified the four root knot nematode species tested. We are under development of RAPD primers specific to the three root knot nematodes found in Korea.

뻐ny studìes have shown the anti-proli ferative effects of irondeprivation on cancer cell s‘ but the effects 01' iron-chelators on oral cancer have not been clearly elucidated , To investigate the effects of an iron chelato r, desferrioxamine( 01"O).on the growth of ilIllTIortali zed human o1'al ke ratinocytes(IHOK), primary oraJ cancer cel ls(HN4)‘ metastatic oral cancer cell s(HN12) , and human skin keratìnocytes(HaCaT) in the MTr assay, three-dimensional(3D) raft cul tmes, Western blott ing, cell cycJ e analysis‘ nuclear staining‘ and cytochrome c expression for apoptosis s ig naling pathway were used OFO inhibited the growth of immortalized IHOK and HaCaT and mal ignant HN4 and HN12 keratinocytes in a time- and dose-dependent manner according to the MTT assay, The 3D organotypic cu l tu re also revealed that OF'O-treated cells showed less epithelial maturation, less surface keratinizati on‘ and de creased epithelia l thickness, The major mechanìsm of growth inhìbition with the micromolar 0 1"0 treatment was by the induction of apoptosis‘ which was supported by nuclear OAPI staining, ONA fragmentation analysis, and J10w cytometric analysis for sub-Gl phase ar rest and Annexin V-1"ITC stainìng, Furthermore‘ Bax expression in creased together with p53 and p21WAF1!CIPl, whìle the Bcl-2 expression decreased in the immortalized and malig nant keratinocytes treated with 01"0 , Time-dependent cytochrome c from mitochondria was observed in D1"O-treated [l-IOK and 0 1'머 cancel‘ ceJJ s, and was accompanied by the activation of caspase-3 in IHOK cells. These resu lts demonstrate that 0 1"0 has growth inhibitory effects on immortalized and malignant oral keratinocyLes Lhrough the induction of apoptosis and suggest that further evaluation of OFO as a potcntial thcrapcutic agent for human oral precancerous and cancerous lesions is warranted

Serine-arginine-rich nuclear protein LUC7L plays an important role in the regulation of myogenesis in mice. In the present study, we isolated and characterized the Korean rose bitterling Rhodeus uyekii Luc7l cDNA, designated RuLuc7l. The RuLuc7l cDNA is 1,688 bp long and encodes a 364-amino-acid polypeptide containing serine/arginine-rich region at the C-terminus. The deduced RuLuc7l protein has high amino acid identity (71-97%) with those of other species including human. Phylogenetic analysis revealed that RuLUC7L clustered with fish LUC7L proteins. The expression of RuLuc7l mRNA was high in the brain, kidney, and stomach of Korean rose bitterling. Expression of the RuLuc7l mRNA was detected from 1 day post-fertilization (dpf) and moderately increased until 21 dpf during the early development. Further investigations are required to elucidate the functional role of RuLUC7L in myogenesis in R. uyekii.

Hyang-Soo Kim. 2000. Rule Precursor and Phonological Change in Direction: An analysis of syneresis and metathesis of h in Greek, Sanskrit and Germanic. Studies en Modern Grammar 22, 159-172. In this paper phonological problems associated with the transfer of h are considered in relation to traditional laws in Indo-European languages: Grassmann`s Law, Bartholomae`s Law, and Grimm`s Law. It is shown that when properly interpreted in relation to a phonological process such as syneresis, the various examples of h-metathesis in Greek, Sanskrit, and Germanic reveal a change in direction of a phonological rule. It is argued that syneresis, which applies both in Sanskrit and Germanic albeit in different direction, serves as the precursor to the later rule of h-metathesis, which also exhibits the same phonological change in direction.

Kim, Hyung-Soo. 1999. Glide Formation and Compensatory Lengthening in Korean Revisited. Studies in Grammar 17, 15-31. This paper reanalyzes three phonological problems in glide formation and compensatory lengthening in Korean: 1) the obligatory glide formation with no compensatory lengthening in wa˘ <*o-a "come", 2) the lack of glide formation in coa <*coh-a "like, not ψcwa (cf. noa, nwa￣ "put"), and 3) the problematic use of global rules in explaining compensatory lengthening in examples such as na￣myen < *nah-imyen "give birth". These problems have been well known in previous analyses whose attempts to provide reasonable explanations have all failed. In this paper novel solutions to them are offered by making use of etymological reconstruction and preferential conditions on rules and the Principles governing their operation in Theoretical Phonology. In particular, the first problem is solved by reconstructing the underlying form of the verb o- "come" as *wΛ, whose stem vowel elides before vowel initial endings but undergoes contraction with the preceding w to become o: *wΛ-a >wa˘ but *wΛ-ta>ota. For the second and third problems, two new theoretical concepts are introduced to explain the rule ordering paradox and the use of global rules: 1) the principle of rule interruption that partially identical rules are interruptible and 2) the principle of strength conservation that morphological units such as words and syllables maintain a certain inherently constant strength.