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Solving Facility Rearrangement Problem Using a Genetic Algorithm and a Heuristic Local Search
Atsushi Suzuki,Hisashi Yamamoto 대한산업공학회 2012 Industrial Engineeering & Management Systems Vol.11 No.2
In this paper, a procedure using a genetic algorithm (GA) and a heuristic local search (HLS) is proposed for solving facility rearrangement problem (FRP). FRP is a decision problem for stopping/running of facilities and integration of stopped facilities to running facilities to maximize the production capacity of running facilities under the cost constraint. FRP is formulated as an integer programming model for maximizing the total production capacity under the constraint of the total facility operating cost. In the cases of 90 percent of cost constraint and more than 20 facilities, the previous solving method was not effective. To find effective alternatives, this solving procedure using a GA and a HLS is developed. Stopping/running of facilities are searched by GA. The shifting the production operation of stopped facilities into running facilities is searched by HLS, and this local search is executed for one individual in this GA procedure. The effectiveness of the proposed procedure using a GA and HLS is demonstrated by numerical experiment.
Atsushi Suzuki,Kaede Kitagawa,Takeo Oku,Masanobu Okita,Sakiko Fukunishi,Tomoharu Tachikawa 대한금속·재료학회 2022 ELECTRONIC MATERIALS LETTERS Vol.18 No.2
Fabrication and characterization of methylammonium lead iodide perovskite solar cells incorporated with formamidinium iodide, copper halides, alkali metal halides and decaphenylcyclopentasilane were performed. Addition of CuCl and KI at 2% into the perovskite layer off ered compact morphologies and crystal orientation in the perovskite layer, improving short circuit current densities, series resistance and open-circuit voltages related to conversion efficiencies. The stabilities of conversion efficiencies were improved for the perovskite layer incorporated with 2% CuCl and 2% NaI. The stabilities depended on the state of the surface morphologies and crystal orientation while suppressing decomposition reaction in the perovskite layer. The photovoltaic mechanisms were associated with promotion of carrier generation and diffusion in the crystalline layer. The electronic correlation was based on the charge transfer between 5p orbital of I ion and 3d orbital of Cu ion near valence band, promoting the carrier generation and diffusion related to the short circuit current densities.
Suzuki, Aya,Nobusawa, Sumihito,Natsume, Atsushi,Suzuki, Hiromichi,Kim, Young-Ho,Yokoo, Hideaki,Nagaishi, Masaya,Ikota, Hayato,Nakazawa, Takuro,Wakabayashi, Toshihiko,Ohgaki, Hiroko,Nakazato, Yoichi M. Nijhoff ; Kluwer Academic Publishers 2014 Journal of neuro-oncology Vol.120 No.2
<P>Diagnosis of low-grade diffuse gliomas based on morphology is highly subjective and, therefore, is often difficult, with significant intra- and interobserver variability. Here, we investigated WHO grade II diffuse astrocytomas, oligoastrocytomas and oligodendrogliomas for immunohistochemical expression of Olig2, measuring its labeling index (LI), and evaluated the significance of Olig2 LI in the histological and molecular classifications. The means of Olig2 LI in glioma cells were 43.7 % in diffuse astrocytomas, 59.3 % in oligoastrocytomas and 76.1 % in oligodendrogliomas. There was a statistically significant difference between all pairs of histological types. The mean of Olig2 LI of gliomas with 1p/19q loss ± IDH1/2 mutation, the majority of them being oligodendrogliomas, was significantly higher than the means of those with TP53 mutation ± IDH1/2 mutation and IDH1/2 mutation only, the majority of which were diffuse astrocytomas (70.1 vs. 47.2 and 46.5 %, respectively). When categorized according to the classification of Jiao et al., Olig2 LI of I-CF gliomas (cases with IDH and one or more of CIC, FUBP1 or combined 1p/19q loss; mean 71.0 %) was significantly higher than that of I-A gliomas (cases with IDH and ATRX alterations; mean 45.3 %). These molecular classifications were reported to correlate well with clinical outcome. However, borderlines of Olig2 LI were broad and could not clearly distinguish genotypes in the molecular classifications. In conclusion, Olig2 LI cannot be taken as a complete surrogate marker for molecular genotype, but could possibly provide some ancillary information when molecular assay is not availabe.</P>
Solving Facility Rearrangement Problem Using a Genetic Algorithm and a Heuristic Local Search
Suzuki, Atsushi,Yamamoto, Hisashi Korean Institute of Industrial Engineers 2012 Industrial Engineeering & Management Systems Vol.11 No.2
In this paper, a procedure using a genetic algorithm (GA) and a heuristic local search (HLS) is proposed for solving facility rearrangement problem (FRP). FRP is a decision problem for stopping/running of facilities and integration of stopped facilities to running facilities to maximize the production capacity of running facilities under the cost constraint. FRP is formulated as an integer programming model for maximizing the total production capacity under the constraint of the total facility operating cost. In the cases of 90 percent of cost constraint and more than 20 facilities, the previous solving method was not effective. To find effective alternatives, this solving procedure using a GA and a HLS is developed. Stopping/running of facilities are searched by GA. The shifting the production operation of stopped facilities into running facilities is searched by HLS, and this local search is executed for one individual in this GA procedure. The effectiveness of the proposed procedure using a GA and HLS is demonstrated by numerical experiment.
Humidity Calibration for a Pressure Gauge Using a Temperature-Stable Quartz Oscillator
Suzuki, Atsushi The Korean Vacuum Society 2016 Applied Science and Convergence Technology Vol.25 No.6
Humidity calibration for a temperature-stable quartz oscillator (TSQO) was investigated to exclude the influences of relative humidity on the TSQO output in order to use the corresponding devices outdoors. The TSQO output is a voltage that is inversely proportional to the electric impedance of the quartz oscillator, which depends on the viscosity and density of the measured gas. The TSQO output was humidity calibrated using its humidity dependence, which was obtained by varying the relative humidity (RH) from 0 to 100 RH% while other conditions were kept constant. The humidity dependencies of the TSQO output were fit by a linear function. Subtracting the change in the TSQO output induced by the change in humidity, calculated with the function from the experimentally measured TSQO output for a range of 0-100RH%, eliminated the influence of humidity on the TSQO output. The humidity calibration succeeded in reducing the fluctuations of the TSQO output from 0.4-3% to 0.1-0.3% of the average values for a range of 0-100RH%, at constant temperatures. The necessary stability of the TSQO output for application in hydrogen sensors was below one-third of the change observed for a hydrogen leakage of 1 vol.% hydrogen concentration, corresponding to 0.33% of the change in each background. Therefore, the results in this study indicate that the present humidity calibration effectively suppresses the influence of humidity, for the TSQO output for use as an outdoor hydrogen sensor.
Humidity Calibration for a Pressure Gauge Using a Temperature-Stable Quartz Oscillator
Atsushi Suzuki 한국진공학회 2016 Applied Science and Convergence Technology Vol.25 No.6
Humidity calibration for a temperature-stable quartz oscillator (TSQO) was investigated to exclude the influences of relative humidity on the TSQO output in order to use the corresponding devices outdoors. The TSQO output is a voltage that is inversely proportional to the electric impedance of the quartz oscillator, which depends on the viscosity and density of the measured gas. The TSQO output was humidity calibrated using its humidity dependence, which was obtained by varying the relative humidity (RH) from 0 to 100 RH% while other conditions were kept constant. The humidity dependencies of the TSQO output were fit by a linear function. Subtracting the change in the TSQO output induced by the change in humidity, calculated with the function from the experimentally measured TSQO output for a range of 0-100RH%, eliminated the influence of humidity on the TSQO output. The humidity calibration succeeded in reducing the fluctuations of the TSQO output from 0.4-3% to 0.1-0.3% of the average values for a range of 0-100RH%, at constant temperatures. The necessary stability of the TSQO output for application in hydrogen sensors was below one-third of the change observed for a hydrogen leakage of 1 vol.% hydrogen concentration, corresponding to 0.33% of the change in each background. Therefore, the results in this study indicate that the present humidity calibration effectively suppresses the influence of humidity, for the TSQO output for use as an outdoor hydrogen sensor.
Taro Suzuki,Yoshiharu Amano,Jun-ichi Takiguchi,Takumi Hashizume,Shinji Suzuki,Atsushi Yamaba 제어로봇시스템학회 2009 제어로봇시스템학회 국제학술대회 논문집 Vol.2009 No.8
This paper describes a low-cost and flexible vegetation monitoring system and compares it with traditional remote sensing systems usch as airplanes and staellites. We have developed a small unmanned aerial vehicle(UAV) equipped with visible and infrared cameras for vegetation obsevation. This system can automatically generate widespread high-resolution mosaic image and calculate the vegetation index from the multiple aerial images collected by an autonomous flight of the UAV. We performed monitoring experiments at Yawata moor in Hiroshima Prefectrue. From the experimental results, we conclued that the small UAV system was effective and useful for carrying out low-cost and flexible vegetation monitoring.
Statistical Process Analysis of Medical Incidents
Suzuki, Norio,Kirihara, Sojiro,Ootaki, Atsushi,Kitajima, Masanori,Nakamura, Shinobu 한국품질경영학회 2001 The Asian Journal on Quality Vol.2 No.2
Personnel engaged in the medical field have implemented continual improvement by team activities in an effort to construct a system that reduces the risks involved in medical care. Knowledge in total quality management (TQM), especially statistical quality control (SQC) developed for industry, seems to be applicable to medical care. This paper describes the application of SQC to continual improvement in medical care.