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Reduced Order Modeling of Marine Engine Status by Principal Component Analysis (주성분 분석을 통한 선박 기관 상태의 차수 축소 모델링)

  • Seungbeom Lee;Jeonghwa Seo;Dong-Hwan Kim;Sangmin Han;Kwanwoo Kim;Sungwook Chung;Byeongwoo Yoo
    • Journal of the Society of Naval Architects of Korea
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    • v.61 no.1
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    • pp.8-18
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    • 2024
  • The present study concerns reduced order modeling of a marine diesel engine, which can be used for outlier detection in status monitoring and carbon intensity index calculation. Principal Component Analysis (PCA) is introduced for the reduced order modeling, focusing on the feasibility of detecting and treating nonlinear variables. By cross-correlation, it is found that there are seven non-linear data channels among 23 data channels, i.e., fuel mode, exhaust gas temperature after the turbocharger, and cylinder coolant temperatures. The dataset is handled so that the mean is located at the nominal continuous rating. Polynomial presentation of the dataset is also applied to reflect the linearity between the engine speed and other channels. The first principal mode shows strong effects of linearity of the most data channels to show the linearity of the system. The non-linear variables are effectively explained by other modes. second mode concerns the temperature of the cylinder cooling water, which shows small correlation with other variables. The third and fourth modes correlates the fuel mode and turbocharger exhaust gas temperature, which have inferior linearity to other channels. PCA is proven to be applicable to data given in binary type of fuel mode selection, as well as numerical type data.

Separation of Ferrous Materials from Municipal Solid waste Incineration Bottom Ash (생활폐기물(生活廢棄物) 소각(燒却) 바닥재의 자력선별(磁力選別)에 따른 ferrous material의 분리(分離) 특성(特性))

  • Um, Nam-Il;Han, Gi-Chun;You, Kwang-Suk;Cho, Hee-Chan;Ahn, Ji-Whan
    • Resources Recycling
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    • v.16 no.3 s.77
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    • pp.19-26
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    • 2007
  • The bottom ash of municipal solid waste incineration generated during incineration of municipal solid waste in metropolitan area consists of ceramics, glasses, ferrous materials, combustible materials and food waste and so on. Although the ferrous material was separated by the magnetic separation before the incineration process, of which content accounts for about $3{\sim}11%$ in bottom ash. The formation of a $Fe_3O_4-Fe_2O_3$ double layer(similar to pure Fe) on the iron surface was found during air-annealing in the incinerator at $1000^{\circ}C$. A strong thermal shock, such as that takes place during water-cooling of bottom ash, leads to the breakdown of this oxidation layer, facilitating the degradation of ferrous metals and the formation of corrosion products and it existed as $Fe_2O_3,\;Fe_3O_4\;and\;FeS_2$. So, many problems could occur in the use of bottom ash as an aggregate substitutes in construction field. Therefore, in this study, the separation of ferrous materials from municipal solid waste incineration bottom ash was investigated. In the result, the ferrous product(such as $Fe_2O_3,\;Fe_3O_4,\;FeS_2$ and iron) by magnetic separator at 3800 gauss per total bottom ash(w/w.%) accounted for about 18.7%, and 87.7% of the ferrous product was in the size over 1.18 mm. Also the iron per total bottom ash accounted for about 3.8% and the majority of it was in the size over 1.18 mm.

Effect of Sucrose Concentration on Survival After Frozen-thawed of Bovine IVF Blastocysts in Ethylene Glycol Based Freezing Medium for Slow-Cooling (소 체외수정란의 Slow Freezing을 위해서 Ethylene Glycol 동결보호제에 Sucrose 첨가 농도에 의한 동결효율)

  • 조상래;김현종;최창용;진현주;손동수;최선호
    • Journal of Animal Science and Technology
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    • v.48 no.6
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    • pp.797-804
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    • 2006
  • The present study was undertaken to investigate the post-thawed survivability of bovine embryo depending on different dose of ethylene glycol and sucrose. Ovaries were collected at local slaughterhouse and the cumulus-oocyte-complexes aspirated from ovaries were in vitro matured, fertilized and cultured at 39°C in an atmosphere of 5% CO2 incubator. For conventional slow-freezing, d 7 or 8 expanded blastocysts were collected. Embryos were equilibrated in 1.5 M and 1.8 M ethylene glycol(EG) with 0.1 M and 0.3 M sucrose in Dulbecco's phosphate-buffered saline(D-PBS) supplemented with 0.5% bovine serum albumin. Embryos were then loaded individually into 0.25ml-straw and placed directly into cooling chamber of programmable freezer precooled to 󰠏7°C, after 2 min, the straw was seeded, maintained at 󰠏7°C for 8 min, and then cooled to 󰠏35°C at 0.3°C/min, plunged and stored in liquid nitrogen for at least 3 days. For thawing, the straw containing embryos were warmed in air for 10 sec and exposed to 37°C water for 20 sec. Straws were then removed from 37°C water. Rates of blastocyst survive and hatching were evaluated at 24 to 72 h post-warming. No difference of the survivability was shown between 1.5 M and 1.8 M EG (71 and 70%, respectively). Addition of 0.1 M sucrose to 1.5 M and 1.8 M ethylene glycol in the freezing solution did not differ significantly embryo survival (74 and 77%, respectively), whereas survival rates was higher(89%) in freezing solution contained 0.3M sucrose to 1.8M EG compared with 0.3M sucrose to 1.5M EG group(71%). However, there was no difference in the overall total cell number between the two groups (122±1.8 vs 131±1.4, respectively). In conclusion, the results suggest that 0.3 M sucrose in 1.8 M EG may be optimal condition for freezing and thawing methods with in vitro produced embryos and may be applied to on-farm conditions for embryo transfer.

Effect of specimen preparation method on the microtensile bond strength of veneering ceramic to zirconia (시편 제작 방법이 지르코니아 코어와 비니어링 세라믹의 미세 인장결합강도에 미치는 영향)

  • Kim, Ki-Yeon;Yeo, In-Sung;Kim, Sung-Hun;Han, Jung-Suk;Lee, Jai-Bong;Yang, Jae-Ho
    • The Journal of Korean Academy of Prosthodontics
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    • v.49 no.2
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    • pp.114-119
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    • 2011
  • The aim of this study was to investigate effect of specimen preparation method on the microtensile bond strength of veneering ceramic to zirconia core. Materials and methods: Cylindrical Lava zirconia block (3M ESPE, Seefeld, Germany) was cut into discs using a diamond disc. After sintering, the core specimens were placed in an adjustable mold and veneered with Lava ceram (3M ESPE, Seefeld, Germany). The disc shaped specimen of group 1 was cut into microbars ($1{\times}1{\times}7\;mm^3$) using a low speed diamond disc under water cooling (n = 15). The specimen of group 2 was cut into microbars ($1.2{\times}1.2{\times}7\;mm^3$) in the same way. Whereafter the microbars were trimmed ($1{\times}1{\times}7\;mm^3$) using a thick diamond disc under water cooling (n = 15). The microtensile bond strength was tested in a microtensile tester (Instron 8848, $Instron^{(R)}$ Co., Norwood, USA). Fractured microtensile specimens were analyzed under a stereomicroscope (MZ6, Leica Microsystems GmbH, Wetzlar, Germany) at magnification ${\times}30$. Results: The microtensile bond strength of group 1 ($28.8{\pm}7.0\;MPa$) was significantly higher than group 2 ($11.0{\pm}33\;MPa$) (P=.00). Conclusion: It appears advisable to avoid the trimming action, especially high strength ceramic specimens.

Development of a High Heat Load Test Facility KoHLT-1 for a Testing of Nuclear Fusion Reactor Components (핵융합로부품 시험을 위한 고열부하 시험시설 KoHLT-1 구축)

  • Bae, Young-Dug;Kim, Suk-Kwon;Lee, Dong-Won;Shin, Hee-Yun;Hong, Bong-Guen
    • Journal of the Korean Vacuum Society
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    • v.18 no.4
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    • pp.318-330
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    • 2009
  • A high heat flux test facility using a graphite heating panel was constructed and is presently in operation at Korea Atomic Energy Research Institute, which is called KoHLT-1. Its major purpose is to carry out a thermal cycle test to verify the integrity of a HIP (hot isostatic pressing) bonded Be mockups which were fabricated for developing HIP joining technology to bond different metals, i.e., Be-to-CuCrZr and CuCrZr-to-SS316L, for the ITER (International Thermonuclear Experimental Reactor) first wall. The KoHLT-1 consists of a graphite heating panel, a box-type test chamber with water-cooling jackets, an electrical DC power supply, a water-cooling system, an evacuation system, an He gas system, and some diagnostics, which are equipped in an authorized laboratory with a special ventilation system for the Be treatment. The graphite heater is placed between two mockups, and the gap distance between the heater and the mockup is adjusted to $2{\sim}3\;mm$. We designed and fabricated several graphite heating panels to have various heating areas depending on the tested mockups, and to have the electrical resistances of $0.2{\sim}0.5$ ohms during high temperature operation. The heater is connected to an electrical DC power supply of 100 V/400 A. The heat flux is easily controlled by the pre-programmed control system which consists of a personal computer and a multi function module. The heat fluxes on the two mockups are deduced from the flow rate and the coolant inlet/out temperatures by a calorimetric method. We have carried out the thermal cycle tests of various Be mockups, and the reliability of the KoHLT-1 for long time operation at a high heat flux was verified, and its broad applicability is promising.

활어수송시 수온, 염분 및 마취제에 의한 넙치(Paralichthys olivaceus)의 스트레스 반응

  • 허준욱;민병화;이복규;박인석;장영진
    • Proceedings of the Korean Aquaculture Society Conference
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    • 2003.10a
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    • pp.103-104
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    • 2003
  • 어류의 양식생산 과정중에는 사육중인 어류에게 스트레스로 작용할 수 있는 여러 가지 요인들이 있다. 그 중에서도 생산된 종묘의 양식장 운송, 수확한 어류의 소비지 운반 등은 양식과정중 피할 수 없는 작업이다. 어류의 수송 후에는 혈장 corticosteroid, glucose, 전해질, 삼투질 농도, 적혈구수, hematocrit, hemoglobin 등이 변화하는 것으로 알려지고 있다(Chang et al. 2001; Hur et al., 2002, 2003). 스트레스 요인별 연구로는 염분, 수온, 밀도 및 마취제에 관한 것 등이며, 아울러 이들의 복합적인 요인에 대하여 스트레스 반응을 최소화시키려는 연구가 진행되고 있다. 어류종묘의 수송이나 수확된 어류가 대량으로 수송되고 있으므로, 넙치(Paralichthys olivaceus)와 같은 대량수송 어류의 수송에 따른 스트레스 반응에 대한 연구의 필요성이 제기된다. 그러므로 본 연구에서는 넙치를 사용하여 염분, 수온 및 마취제에 의한 수송이 스트레스 지표로 알려져 있는 혈액학적 요인, cortisol, glucose, lactic acid 및 삼투질 농도 둥에 나타나는 생리학적 반응을 조사하여, 활어수송 과정에서 나타나는 스트레스 반응에 대한 기초자료를 제공하고자 하였다. 실험어는 21.2 cm, 97.4 g인 양식 넙치를 사용하여, 수온은 20℃ (natural water temperature, NWT)와 15℃ (cooling water temperature, CWT), 염분은 해수(35‰)와 15‰해수, 마취제(anesthesia, Anes., MS-222)는 50 ppm의 조건으로 혼합한 실험구를 설정하였다. 실험구는 각각 NWT+35‰, CWT+35‰, NWT+15‰, NWT+15‰, NWT+35‰+Anes., CWT+35‰+Anes., NWT+15‰+Anes. 및 CWT+15‰+Anes.의 8개 실험구를 2반복으로 설정하여 경북울진∼부산까지 약 400 km (6시간)를 차량수송하였다. 수송용기는 스티로폼상자(66×42×20 cnn)로서, 여기에 해수 3 L와 액화산소를 넣은 비닐봉지에 넙치 8마리씩 수용하여 수송하였다. 혈액의 성상 및 분석항목은 수송전ㆍ후에 채혈하여 비교하였다. 수송전 hematocrit는 22.2±3.8%에서 수송후 NWT+35‰에서 15.3+3.9%, CWT+35‰은 16.7±3.0%, NWT+15‰구에서는 19.2±1.8%로 낮아졌으며, CWT+15‰구는 20.9±3.6%로 수송전과 차이가 없었다. 한편 NWT+15‰+Anes.구는 17.8±0.9%, CWT+15‰+Anes.구는 14.5±1.5%로 낮아졌다. Cortisol은 수송전 2.4±0.1 ng/ml로부터 CWT+35‰구는 16.7±12.8 ng/ml, NWT+35‰구는 47.9+19.8 ng/ml, NWT+15‰구는 43.5±13.9 ng/ml, CWT+15‰구는 26.1±8.3 ng/ml, NWT+15‰+Anes.구는 61.7±3.3 ng/ml, CWT+15‰+Anes.구는 86.1±19.0 ng/ml로 높아졌다. Glucose는 수송전 74.2±32.6 mg/dl로부터 NWT+35‰구는 197.9±27.5 mg/dl, CWT+35‰구도 272.1±29.9 mg/dl로 유의하게 높아졌다. Na/sup +/의 수송전 농도는 163.5±0.6 mEq/L로부터 NWT+35‰구와 CWT+35‰구는 각각 175.3±1.2 mEq/L, 190.0±5.0 mEq/L로 높아졌으며, 다른 실험구에서는 차이가 없었다. 본 연구 결과, cortisol과 glucose에서 수송전보다는 모든 실험구에서 높게 나타나 수온, 염분 및 마취제를 사용하여도 스트레스를 받고 있는 것으로 나타났다. 특히, cortisol의 경우, 수온과 염분만을 혼합한 실험구보다 마취제를 혼합한 실험구에서 높게 나타났다. 다른 혈액학적 항목에서는 염분과 마취제를 사용하지 않았던 실험구인 NWT+35‰구와 CWT+35‰구에서 다른 실험구에 비하여 glucose, Na/sup +/ 및 Cl/sup -/ 등에서는 높게 나타나는 경향을 보였다.

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Comparison of Developmental Efficiency Following Cryopreservation of Hanwoo Embryos (한우 수정란의 동결보존 후 발달 효율 비교)

  • Cho, Sang-Rae;Choe, Chang-Yong;Kim, Hyun-Jong;Choi, Sun-Ho;Son, Dong-Soo
    • Journal of Embryo Transfer
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    • v.23 no.3
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    • pp.223-227
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    • 2008
  • The cryopreservation of Hanwoo embryos has become an integral part of assisted reproduction in animal. The objective of this study was to assess the effect of The objectives of this study were: (1) to evaluate the influence of bovine embryo developmental stage on in vitro embryo development after freezing, (2) to study the efficiency compared with conventional freezed embryos at different embryo source. For conventional slow-freezing, day 7 or 8 expanded blastocysts were collected. The standard freezing medium was 1.8 M ethylene glycol (EG). Embryos were equilibrated in 1.8 Methylene glycol(EG) with 0.1 M sucrose in Dulbecco's phosphate-buffered saline (D-PBS) supplemented with 0.5% bovine serum albumin. Embryos were then loaded individually into 0.25 ml-straw and placed directly into cooling chamber of programmable freezer precooled to $-7^{\circ}C$, after 2 min, the straw was seeded, maintained at $-7^{\circ}C$ for 8 min, and then cooled to $-35^{\circ}C$ at $0.3^{\circ}C$/min, plunged and stored in liquid nitrogen for at least 3 days. For thawing, the straw containing embryos were warmed in air for 10 see and exposed to $37^{\circ}C$ water for 20 sec. Straws were then removed from $37^{\circ}C$ water. Rates of blastocyst survive and hatched were evaluated at 12 to 48h post-warming. The re-expansion and hatched rates of morula embryos were significantly lower than those obtained for blastocysts and expansion blastocysts (31.6%, 10.5% vs, 68.9%, 22.2% vs, 73.7%, 53.6%, respectively). No differences in re-expansion rates were found between in vivo and in vitro blastocysts. whereas hatched rates was significantly higher (51.2%) in vivo compared with in vitro embryos (18.6%). in conclusion, demonstrate that conventional freezing can be used successfully in cryopreservation of in vitro and in vivo bovine embryos, and that it might be considered for use in commercial programs and embryo preservation.

Application of Geostatistical Analysis Method to Detect the Direction of Sea Surface Warm Flows (해수면 난류수 유동방향 탐지를 위한 지구통계학적 분석기법 적용)

  • Choi, Hyun-Woo;Kim, Hyun-Wook
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.1
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    • pp.168-178
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    • 2006
  • In recent years, an ingress of mass jellyfish into cooling water intake system causes interruption of electric power production at the Uljin nuclear power plant. Therefore, monitering and forecast on the mass ingress of marine organisms are demanded as one of the early preventing measurements. Sea water movement is a major factor on the ingress of marine organisms like Moon jellyfish which has weak self-mobile ability. When sea surface flow direction adjacent to the Uljin is the northwest, the jellyfish on the Tsushima warm currents move to the Uljin power plant. To detect the direction of sea surface warm flows, the spatial range with $25km{\times}25km$ is set up and NOAA sea surface temperature(SST) data are collected in this area. For the statistical analysis, the SST data are made as GIS point data and geostatistical analysis of ArcGIS is used. Analyzing directional semivariogram, the anisotropy of the SST point data are calculated and warm flow direction is detected. This experimental results are expected to use as an element technology for the early warning system development of mass jellyfish ingress in power plant.

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A study on the engineering optimization for the commercial scale coal gasification plant (상용급 석탄가스화플랜트 최적설계에 관한 연구)

  • Kim, Byeong-Hyeon;Min, Jong-Sun;Kim, Jae-Hwan
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.11a
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    • pp.131.1-131.1
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    • 2010
  • This study was conducted for engineering optimization for the gasification process which is the key factor for success of Taean IGCC gasification plant which has been driven forward under the government support in order to expand to supply new and renewable energy and diminish the burden of the responsibility for the reduction of the green house gas emission. The gasification process consists of coal milling and drying, pressurization and feeding, gasification, quenching and HP syngas cooling, slag removal system, dry flyash removal system, wet scrubbing system, and primary water treatment system. The configuration optimization is essential for the high efficiency and the cost saving. For this purpose, it was designed to have syngas cooler to recover the sensible heat as much as possible from the hot syngas produced from the gasifier which is the dry-feeding and entrained bed slagging type and also applied with the oxygen combustion and the first stage cylindrical upward gas flow. The pressure condition inside of the gasifier is around 40~45Mpg and the temperature condition is up to $1500{\sim}1700^{\circ}C$. It was designed for about 70% out of fly ash to be drained out throughout the quenching water in the bottom part of the gasifier as a type of molten slag flowing down on the membrane wall and finally become a byproduct over the slag removal system. The flyash removal system to capture solid particulates is applied with HPHT ceramic candle filter to stand up against the high pressure and temperature. When it comes to the residual tiny particles after the flyash removal system, wet scurbbing system is applied to finally clean up the solids. The washed-up syngas through the wet scrubber will keep around $130{\sim}135^{\circ}C$, 40~42Mpg and 250 ppmv of hydrochloric acid(HCl) and hydrofluoric acid(HF) at maximum and it is turned over to the gas treatment system for removing toxic gases out of the syngas to comply with the conditions requested from the gas turbine. The result of this study will be utilized to the detailed engineering, procurement and manufacturing of equipments, and construction for the Taean IGCC plant and furthermore it is the baseline technology applicable for the poly-generation such as coal gasification(SNG) and liquefaction(CTL) to reinforce national energy security and create new business models.

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A study on the heat transfer characteristics during outward melting process of ice in a vertical cylinder (수직원통형 빙축열조내 외향용융과정시 열전달특성에 관한 연구 -작동유체의 유동방향 및 축열조 형상비에 따른 열성능 비교-)

  • Kim, D.H.;Kim, D.C.;Kim, I.G.;Kim, Y.K.;Yim, C.S.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.9 no.2
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    • pp.171-179
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    • 1997
  • During the day time in summer, peak of air conditing load, and electric power management system lies under overloaded condition. The reason is the enlarged peak load value of electric power caused by increased air-cooling load in summer. To prevent load concentration during day time and overloaded condition of power management system, some energy storage methods are suggested. One of these methods is ice storage system. Water has some good properties as P.C.M.(Phase Chang Material) : Its melting point is the range of required operation temperature. It has large specific latent heat and is chemically stable compared to other organic or inorganic substances. It is cheap and easy to treat. This study represents experimental results of heat transfer characteristics of P.C.M. under the outward melting process in a vertical cylinder. We experimented with twelve combinations of conditions, i.e., three different inlet temperatures($7^{\circ}C,\;4^{\circ}C\;and\;1^{\circ}C$), two working fluid directions(upward and downward), and two aspect ratios, H/R(4 and 2). At the inlet temperature of $7^{\circ}C$ and $4^{\circ}C$, there was temperature stagnation region where the temperature of P.C.M. remains constant at $4^{\circ}C$ regardless of aspect ratio and direction of working fluid. This temperature stagnation occurs as the water, at its maximum density, flows down to the lower region. The phase change interface formed bell-shaped curve as the melting process continued. With a new set of conditions(4H/R, inlet temperature $4^{\circ}C$ and $1^{\circ}C$, downward/upwerd inlet direction), the movement of phase change interface was faster when the working flued inlet direction was downward. With the same set of conditions, melting rate and total melting energy were larger when the working fluid inlet direction was downward. The results were reversed when the other sets of conditions were applied.

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