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Three dimensional microstructures of carbon deposition on Ni-YSZ anodes under polarization

Journal of Energy Chemistry 2023年第12期87卷 359-367,I0010页

作者： Dongxu Cui Anna Sciazko yosuke komatsu Akiko Nakamura Toru Hara Shiliang Wu Rui Xiao Naoki Shikazono Institute of Industrial Science The University of TokyoTokyo 153-8505Japan Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education School of Energy and EnvironmentSoutheast UniversityNanjing 210018JiangsuChina National Institute for Materials Science Tsukuba 305-0047Japan

In the present study,two Ni/YSZ anodes with different volume ratios of Ni and YSZ,30:70 and 45:55 vol%,are operated in dry methane under open circuit and polarized ***-dimensional(3D)Ni/YSZ microstructures after carbon deposition are reconstructed by the focused ion beam-scanning electron microscopy(FIB-SEM)with the help of machine learning *** the reconstructed mircostructures,volume fraction,connectivity,three phase boundary(TPB)density,and tortuosity are *** addition,local carbon microstructures are quantitatively reconstructed,and the effect of polarization on carbon morphology is *** is demonstrated that Ni surface in the vicinity of active TPB near the electrolyte is free from carbon formation,while remaining Ni surface at some distances from TPB exhibits severe carbon *** average,total amount of carbon deposition is larger near the *** observations imply complex interplay between the electrochemical steam generation and methane cracking on Ni surface which take place very locally near the active TPB.

关键词： Solid oxide fuel cell Anode Carbon deposition Triple-phase boundary 3D reconstruction

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Prediction of fuel cell performance degradation using a combined approach of machine learning and impedance spectroscopy

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Journal of Energy Chemistry 2023年第12期87卷 32-41,I0003页

作者： Zewei Lyu Yige Wang Anna Sciazko Hangyue Li yosuke komatsu Zaihong Sun Kaihua Sun Naoki Shikazono Minfang Han Institute of Industrial Science The University of TokyoTokyo 153-8505Japan Department of Energy and Power Engineering Tsinghua UniversityBeijing 100084China Xuzhou Huatsing Jingkun Energy Co. Ltd.Xuzhou 221005JiangsuChina

Accurate prediction of performance degradation in complex systems such as solid oxide fuel cells is crucial for expediting technological ***,significant challenges still persist due to limited comprehension of degradation mechanisms and difficulties in acquiring in-situ *** this study,we propose an effective approach that integrates long short-term memory(LSTM) neural network and dynamic electrochemical impedance spectroscopy(DEIS).This integrated approach enables precise prediction of future evolutions in both current-voltage and EIS features using historical testing data,without prior knowledge of degradation *** short-term predictions spanning hundreds of hours,our approach achieves a prediction accuracy exceeding 0.99,showcasing promising prospects for diagnostic ***,for long-term predictions spanning thousands of hours,we quantitatively determine the significance of each degradation mechanism,which is crucial for enhancing cell ***,our proposed approach demonstrates satisfactory predictive ability in both time and frequency domains,offering the potential to reduce EIS testing time by more than half.

关键词： Solid oxide fuel cell Performance degradation Electrochemical impedance spectroscopy Longshort-term memory Machine learning

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Investigation of HO_(2) uptake mechanisms onto multiple-component ambient aerosols collected in summer and winter time in Yokohama,Japan

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Journal of Environmental Sciences 2024年第3期137卷 18-29页

作者： Jun Zhou Yukiko Fukusaki Kentaro Murano Tania Gautam Yu Bai Yoshimi Inomata Hiroaki komatsu Mayuko Takeda Bin Yuan Min Shao yosuke Sakamoto Yoshizumi Kajii Institute for Environmental and Climate Research Jinan UniversityGuangzhou 511443China Guangdong-Hongkong-Macao Joint Laboratory of Collaborative Innovation forEnvironmental Quality Guangzhou 511443China Graduate School of Global Environmental Studies Kyoto UniversityKyoto606-8501Japan Yokohama Environmental Science Research Institute Yokohama Kanagawa 221–0024Japan Department of Chemistry University of AlbertaAlbertaEdmonton T6G 2G2Canada Graduate School of Human and Environmental Studies Kyoto UniversityKyoto 606-8501Japan Kanagawa Environmental Research Center Kanagawa 254-0014Japan Center for Regional Environmental Research National Institute for Environmental StudiesIbaraki305-8506Japan

The heterogeneous loss of HO_(2)radicals onto ambient aerosols plays an important role in tropospheric ***,sparse investigation of the dominating parameters controlling the HO_(2)uptake coefficients onto ambient aerosols(γHO_(2))has largely hindered the application of the measuredγHO_(2)to the global spatial *** we induced an offine method using LFP-LIF technique to measure the kinetics of HO_(2)uptake onto ambient aerosols collected in summertime and wintertime in Yokohama city,a regional urban site near Tokyo,*** controlling the dominating parameters which infuenceγHO_(2),we were able to investigate the detailed HO_(2)uptake *** characterized the chemical composition of the collected ambient aerosols,including organics,inorganics,transition metals ions,*** modeledγHO_(2)using different *** show thatγHO_(2)increased with the increase in RH,and the aerosol states(“dry”or wet/aqueous)have large effects onγHO_(2).With fixed RH and aerosol chemical composition,γHO_(2)was highly dependent on pH and inversely correlated with[HO_(2)]_*** combing the measuredγHO_(2)values with the modeled ones,we found that both the HO_(2)self-reaction and transition metal-catalyzed reactions should be accounted for to yield a single parameterization to predictγHO_(2),and different chemical compositions may have collective effects onγHO_(2).Results may serve for extending theγHO_(2)values measured at one observation site to different environmental conditions,which will help us to achieve more accurate modeling results concerning secondary pollutant formation(i.e.,ozone).

关键词： HO_(2)uptake kinetics Offine method Impacting factors Mechanism

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Clinical differentiation of acute appendicitis and right colonic diverticulitis: A case-control study

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World Journal of Clinical Cases 2019年第12期7卷 1393-1402页

作者： yosuke Sasaki Fumiya komatsu Naoyasu Kashima Takahiro Sato Ikutaka Takemoto Sho Kijima Tadashi Maeda Takamasa Ishii Taito Miyazaki Yoshiko Honda Nagato Shimada Yoshihisa Urita Department of General Medicine and Emergency Care Toho University School of Medicine

BACKGROUND Acute right colonic diverticulitis (ARCD) is an important differential diagnosis of acute appendicitis (AA) in Asian countries because of the unusually high prevalence of right colonic diverticula. Due to qualitative improvement and the high penetration rate of computed tomography (CT) scanning in Japan, differentiation of ARCD and AA mainly depends on this modality. But cost, limited availability, and concern for radiation exposure make CT scanning problematic. Differential findings of ARCD from AA are based on several small studies that used univariate comparisons from Korea and Taiwan. Previous studies on clinical and laboratory differences between AA and ARCD are limited. AIM To determine clinical differences between AA and ARCD for differentiation of these two diagnoses by creating a logistic regression model. METHODS We performed an exploratory single-center retrospective case-control study evaluating 369 Japanese patients (age ≥ 16 years), 236 (64.0%) with AA and 133 (36.0%) with ARCD, who were hospitalized between 2012 and 2016. Diagnoses were confirmed by CT images. We compared age, sex, onset-to-visit interval, epigastric/periumbilical pain, right lower quadrant (RLQ) pain, nausea/vomiting, diarrhea, anorexia, medical history, body temperature, blood pressure, heart rate, RLQ tenderness, peritoneal signs, leukocyte count, and levels of serum creatinine, serum C-reactive protein (CRP), and serum alanine aminotrans-ferase. We subsequently performed logistic regression analysis for differentiating AA from ARCD based on the results of the univariate *** In the AA and ARCD groups, median ages were 35.5 and 41.0 years, respectively (p=0.011);median onset-to-visit intervals were 1 [interquartile range (IQR): 0-1] and 2 (IQR: 1-3) days, respectively (P < 0.001);median leukocyte counts were 12600 and 11500/mm3, respectively (P = 0.002);and median CRP levels were 1.1 (IQR: 0.2-4.1) and 4.9 (IQR: 2.9-8.5) mg/dL, respectively (P < 0.001). In th

关键词： Abdominal pain Acute abdomen Appendicitis Clinical difference Creactive protein Diverticulitis Right lower quadrant pain

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Clinical prediction of complicated appendicitis:A case-control study utilizing logistic regression

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World Journal of Clinical Cases 2020年第11期8卷 2127-2136页

作者： yosuke Sasaki Fumiya komatsu Naoyasu Kashima Takeshi Suzuki Ikutaka Takemoto Sho Kijima Tadashi Maeda Taito Miyazaki Yoshiko Honda Hiroaki Zai Nagato Shimada Kimihiko Funahashi Yoshihisa Urita Department of General Medicine and Emergency Care Toho University School of MedicineOta-kuTokyo 143-8541Japan Department of General and Gastroenterological Surgery Toho University Omori Medical CenterOtakuTokyo 143-8541Japan

BACKGROUND Since high-quality evidence on conservative treatment of acute appendicitis using antibiotics has increased,differentiation of patients with complicated appendicitis(CA)from those with simple appendicitis(SA)has become increasingly *** studies have revealed that male gender,advanced age,comorbid conditions,prehospital delay,fever,and anorexia are risk factors of perforated *** serum C-reactive protein(CRP)level and hyponatremia have also been reported as predictive biomarkers of ***,confounding between various factors is problematic because most previous studies were limited to univariate *** To evaluate non-laboratory and laboratory predictive factors of CA using logistic regression *** We performed an exploratory,single-center,retrospective case-control study that evaluated 198 patients(83.9%)with SA and 38 patients(16.1%)with *** were confirmed by computed tomography images for all *** compared age,sex,onset-to-visit interval,epigastric/periumbilical pain,right lower quadrant pain,nausea/vomiting,diarrhea,anorexia,medical history(of previous non-surgically treated appendicitis,diabetes,hypertension,dyslipidemia,liver cirrhosis,hemodialysis,chronic lung diseases,malignant tumors,immunosuppressant use,and antiplatelet use),vital signs,physical findings,and laboratory data to select the explanatory variates for logistic *** on the univariate comparisons,we performed logistic regression for clinical differentiation between CA and SA using only nonlaboratory factors and also including both non-laboratory and laboratory *** The 236 eligible patients consisted of 198 patients(83.9%)with SA and 38 patients(16.1%)with *** median ages were 34 years old[interquartile ranges(IR),24-45 years]in the SA group and 49 years old(IR,35-63 years)in the CA group(P<0.001).The median onset-to-visit interval was 1 d(IR,0-1)and 1 d(IR,1-2)in the SA and CA groups,respectively

关键词： Acute abdomen Abscess Appendicitis C-reactive protein Forecasting Intestinal perforation

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