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7 Transactions of Society of Automotive Engineers of Japan Vol.49,No.2, March A Study on the Wall Heat Loss from Diesel Spray Flame (Third Report) - Effects of Fuel Heating on the Heat Flux Takeshi Tatsumi, Shigeyuki Maeda, Masanori Nakata, Yoshimitsu Kobashi, Kazunari Kuwahara, Eriko Matsumura, Jiro Senda A Study on the Wall Heat Loss from Diesel Spray Flame (Fourth Report) - Effects of Nozzle Hole Diameter on the Heat Flux Takeshi Tatsumi, Shigeyuki Maeda, Masanori Nakata, Yoshimitsu Kobashi, Eriko Matsumura, Jiro Senda Numerical Analysis of a Compression Ignition Engine with Fuel Reforming 150 Kyohei Yamaguchi, Akira Kikusato, Jin Kusaka, Yasuhiro Daisho Heat Insulation by Temperature Swing in Combustion Chamber Walls (Fifth Report) - Influence of Engine Operating Condition Hideo Yamashita, Akio Kawaguchi, Hiroki Iguma, Keisuke Tanaka, Teru Ogawa, Chikanori Yamashita, Kenji Fukui, Yoshifum Wakisaka Development of On-Board Model for In-Cylinder Gas Flow to Predict Wall Temperature in CI Engine 162 Mitsuhisa Ichiyanagi, Shogo Takara, Junha Woo, Hiroki Matsui, Kenichi Tashiro, Takashi Suzuki Development of On-Board Model for Polytropic Index Prediction during Compression Stroke in CI Engine 168 Mitsuhisa Ichiyanagi, Hiroki Matsui, Junha Woo, Toshiyuki Kimura, Takashi Suzuki Modeling of Diesel Spray Impinging Behavior in Lubricating Oil Film - Measurement of Critical Weber Number Naoto Mizobuchi, Hiroki Kambe, Eriko Matsumura, Takaaki Kitamura, Tetsuya Watanabe, Yasuhiko Ohtsubo Study of a Particle Number Reduction Method Using Flow Analysis in a Fuel Injectors 181 Takaki Itaya, Kengo Kumano, Noriyuki Maekawa, Minoru Oosuga, Kiyotaka Ogura, Takao Miyake, Yoshihito Yasukawa, Kazuki Yoshimura Transient Performance Prediction of Diesel Engine and Turbocharger Using Phenomenological Diesel Combustion Model 187 Kenji Hiraoka, Naoyuki Mori, Kiyoshi Terakado, Takayuki Yamamoto, Hiroshi Kawanabe, Takuji Ishiyama The Effect of Fuel Composition on Knock in Lean Burn SI Engine 193 Yasunobu GotoTakahide MatsuiToshihisa UedaNorimasa Iida

8 Surface Design and the Seizure Resistance Evaluation of Al Alloy for Automotive Piston 199 Yusuke Yamoto, Tomomi Honda, Hatsuhiko Usami, Yuji Mihara Twin Shaped Semi-Premixed Diesel Combustion with a Combustion Chamber Dividing the Fuel Sprays (First Report) - CFD Analysis on Fuel Spray Distribution Kazuki Inaba, Yuto Ojima, Yoshimitsu Kobashi, Gen Shibata, Hideyuki Ogawa Twin Shaped Semi-Premixed Diesel Combustion with a Combustion Chamber Dividing the Fuel Sprays (Second Report) - Experiments of Fuel Spray Distribution Effects Kazuki Inaba, Yuto Ojima, Yoshimitsu Kobashi, Gen Shibata, Hideyuki Ogawa A Study on the Heat Release Profile Control to Achieve High-Efficient Diesel Engine 217 Hiroki Watanabe, Noboru Uchida, Yoshiaki Nishijima H Control Theory for Combustion Control of Diesel Engine with a Multiple Injection 224 Mitsuo Hirata, Masayasu Suzuki, Yudai Yamasaki, Shigehiko Kaneko Diesel Engine Combustion Control Using Feedback Error Learning with Artificial Intelligence Feedforward Controller 230 Makoto Eguchi, Qiao Mengxing, Hiromitsu Ohmori, Yudai Yamasaki, Shigehiko Kaneko The Development of an Accurate Quantitative Measurement Method of Isocyanic Acid for Investigation of Urea Decomposition Process 235 Masahiro Matsuoka, Jun Tsuchida, Takaaki Kitamura, Kotaro Tanaka, Mitsuru Konno Research of Fuel Components to Enhance Engine Thermal Efficiency 241 Nozomi Yokoo, Yoshinori Miyamoto, Koichi Nakata, Ken Obata, Go Aoki, Manabu Watanabe Improvement in Thermal Efficiency of a Fuel Reforming Engine System Using Low Concentration Hydrous Ethanol 247 Yuzo Shirakawa, Atsushi Shimada, Takao Ishikawa, Toshio Shudo Study on Emission Prediction of Heavy-Duty Diesel Vehicles under Transient Operating Conditions 253 Kenta Nomizu, Hidenori Kosaka, Susumu Sato, Daisuke Kawano, Norifumi Mizushima, Kyohei Yamaguchi Sensing Technology Using Narrow Band Microwave for PM Accumulation Amount in Diesel Particulate Filter 259 Tadahiro Imada, Katsusada Motoyoshi, Tatsuya Hirose, Keiji Watanabe

9 Development of PM Aftertreatment System Using Non-thermal Plasma 265 Kazuya Naito, Masashi Taniguchi, Kazuhiko Madokoro, Ryoichi Shimamura, Norihiko Nadanami, Shigehito Sakai, Keiji Takagi, Shinsuke Itoh Particulate Matter (PM) Oxidation Behavior in Diesel Particulate Filter (DPF) with PM Oxidation Catalyst 271 Takashi Fukuroda, Takumi Suzawa, Kouji Senda, Seiji Okawara Numerical Simulation of PM Oxidation Process in Hexagonal Diesel Particulate Filters 276 Satoru Sakama, Masamichi Nakagawa, Takumi Shibuta, Katsunori Hanamura A Numerical Analysis on the Effect of Several Factors on the Oil Pressure under Oil Control Ring Which Relates to Oil Consumption 282 Koji Kikuhara, Hiroshi Sekiya, Akemi Ito, Hirotsugu Hayashi Analysis of Slip in Metal V-belt Type CVT 290 Kyohei Sakagami Influences of Hydraulic Sequential Tests on the Burst Strength of Compressedhydrogen Tanks 296 Jun-ichi Tomioka, Shunsuke Masuda, Hiroaki Tamura, Yohsuke Tamura Analysis of Energy Consumption and Possibility of Further Reduction of a Fuel Cell Garbage Truck 301 Hosik Lee, Byunghyun Kim, Toshio Hirota, Yushi Kamiya, Yuto Ihara, Takuya Yamaura Hybrid Vehicle's Real World Fuel Economy Development by Machine Learning of Behavior Pattern 307 Kunihiko Jinno, Kiwamu Inui A Study on Tire Slip Power Dissipation Mechanism Using Brush Model 311 Takao Kobayashi, Etsuo Katsuyama, Hideki Sugiura, Yoshikazu Hattori, Eiichi Ono, Masaki Yamamoto Wheel Alignment Estimation Method of Torsion Beam Axle Suspension for Different Inputs between Left and Right Wheel 317 Akihiko Mizumoto, Atsushi Tsubouchi, Isao Obata, Takayuki Matsuo A Study on Driving Force Distribution and Power Consumption in Cornering (Third Report) - Comparison of Characteristics of Vehicles with Different Drive Systems Hiroshi Himeno, Takao Kobayashi, Etsuo Katsuyama Multiphase Topology Optimization under Various Mix Conditions 329 Yuji Wada, Takehiro Yamamoto, Kohei Yuge, Akiko Nakamoto, Isamu Kizaki, Masaki Ueno

10 Motion Analysis of a Passenger in Reaction to Vehicle Sway by Varying Seat Side Support 335 Kenji Kawano, Toshiyuki Taguchi, Kazuyuki Motohata, Eiichi Yasuda, Aya Kubota Detection of Snow Poles on Snow-covered Road Using Four-layer Laser Scanner 341 Naoya Taniguchi, Tetsushi Mimuro Study of Occupant Head Injuries Using Human FE Models in Side Collisions 347 Shota Hashimoto, Yasuo Yamamae, Yuichi Kitagawa, Tsuyoshi Yasuki Collision Avoidance Control on 2D Planar Motion Based on Virtual Repulsive Force Field 353 Atsushi Yokoyama, Pongsathorn Raksincharoensak, Naoto Yoshikawa Investigation of Reduced Model for Displacement Mode of Center Pillar in SUV Side Impact 359 Junichi Inokuchi, Yasuo Yamamae, Tsuyoshi Yasuki Effects of Changes in Ambient Temperature in Vehicle on Arousal Level and Thermal Comfort of Driver 365 Jongseong Gwak, Motoki Shino, Minoru Kamata Pedestrian Collision Risk Assessment Method of Right Turns at Intersections Considering Drivers' Risk Anticipation of Traffic Environment Transition (Third Report) - Environmental Elements Affecting Drivers' Driving Behavior Selection and Pedestrian Collision Risk Hiroshi Yoshitake, Motoki Shino, Hisashi Imanaga, Nobuyuki Uchida Optimal Display Distance for AR-HUD - Visual Load Test in a Driving Environment Hiroaki Ogawa, Fumihiko Murase, Makoto Sakai, Katsumi Watanabe Proposal of Safe Driving Evaluation Method with Drive Recorder and Analysis of Elderly Driver Characteristics 384 Takashi Yonekawa, Takahiro Tanaka, Hirofumi Aoki, Misako Yamagishi, Yuki Yoshihara, Makoto Inagami, Kazuhiro Fujikake, Fumiya Kinoshita, Hitoshi Kanamori, Yoshiki Ninomiya, Tatsuya Suzuki Investigation of the Relationships between Unsafe Driving Behavior of Elderly Drivers and Cognitive Battery of Speed Anticipation Reaction Test and Trail Making Test 390 Takashi HosokawaHiroshi HashimotoMachiko Hiramatsu Takashi SundaSuguru Yoshida

11 Basic Study on Transition from Highly Automated Driving to Manual (Fourth Report) - Differences in Driver's Response by Types of Non-driving Related Tasks and Existence of TOR Display on a Task Screen Ryohei Homma, Takashi Wakasugi, Kenji Kodaka Fundamental Study of the Effect of Gradual Transition from Automated Driving to Manual Driving by Drivers on Driver Performance 403 Momoka Hayashi, Tatsuru Daimon, Nobuhiro Mizuno, Akira Yoshizawa, Hirotoshi Iwasaki Influence of Image Position on Depth Perception in a Moving Vehicle When Using an Automotive 3D Head-Up Display 410 Naoki Tanaka, Ryo Noguchi, Tatsuru Daimon, Ken ichi Kasazumi, Toshiya Mori Development of Information Sound Based on Human Characteristics and Kansei 416 Miwa Nakamura, Hiroyuki Nakajima, Akinari Hirao, Yonosuke Miki The Comparison of the Effects among the Keeping Awakening Tasks for the Driver during Automated Driving Using EEG Analysis 422 Akihiro Abe, Ryo Furuya, Toshio Ito Analysis of Motion by a Passenger in Reaction to Vehicle Sway Using Logistic Regression 428 Toshiyuki Taguchi, Kenji Kawano, Eiichi Yasuda, Aya Kubota, Kazuyuki Motohata Effects of Vehicle Dynamic Motion on Unsteady Aerodynamic Performance and Flow Characteristics 434 Naoshi Kuratani, Jun Sawada, Youji Suwa, Atsushi Ogawa Visualization Analysis of Cavitation Behavior in a Trochoid Oil Pump 441 Hiroaki Tani, Masato Idutsu, Masaki Ogawara Influence of Rear-end Shape on Transient Aerodynamic Characteristics Caused by Time Variation of the Relative Wind Direction 447 Takuji Nakashima, Koumei Hamamura, Keigo Shimizu, Takenori Hiraoka, Takahide Nouzawa Effective Utilization Method of Renewable Energy through the Use of Airconditioner and Engine Generator Integrated Electric Vehicles 453 Yoshiki Tomura, Tsuguhiko Nakagawa A Study on Sophistication of Emission Test Method for Heavy-duty Diesel Vehicle Based on Environment-friendly Technology 460 Nobunori Okui

12 Study on Measures against Spot Weld Fracture of Ultra-High-Strength Steel Frame (First Report) - Effects of Joint Shape, Sheet Thickness and Material Strength on Internal Stress of Nugget in Peeling Mode Tasuku Zeniya, Atsuo Koga, Satoshi Hirose, Seiji Furusako, Masanori Yasuyama, Yoshiaki Nakazawa Study on Measures against Spot Weld Fracture of Ultra-High-Strength Steel Frame (Second Report) - Investigation of Appropriate Joining Process and Location Based on Loaded Condition of Spot Weld Zone Satoshi Hirose, Seiji Furusako, Atsuo Koga, Tasuku Zeniya, Yoshiaki Nakazawa, Masanori Yasuyama Study on Measures against Spot Weld Fracture of Ultra-High-Strength Steel Frame (Third Report) - Study on Structure for Reducing Stress of Spot Weld Atsuo Koga, Satoshi Hirose, Tasuku Zeniya, Yoshiaki Nakazawa, Masanori Yasuyama, Seiji Furusako point Bending Fatigue Properties of Vacuum Carburized SCM415 Using Fatigue Strength Evaluation Method in Biodiesel Fuel with Water 484 Shu Kagami, Akira Ueno, Naoya Ishibashi, Hayato Honma, Benjamin Guennec, Susumu Miyakawa, Nobuyuki Miyamoto Effect of Sheet Thickness on Fatigue Strength of Spot-Welded Joints 492 Noboru Tomioka, Masaki Washio, Daijiro Kato, Akifumi Okabe Study on Fatigue Strength Properties of Aluminum Alloy Line Laser Welding 498 Takafumi Mayama, Toru Hioki, Kohei Hisada, Akihiro Toyoda Effect of Deformation Mode on Press Formability of High Strength TRIP Steel Sheet 504 Takashi Iwama, Yoshiyasu Kawasaki, Takayuki Futatsuka, Kentaro Sato, Yuki Toji, Jiro Hiramoto Effects of Strain-rate and Heat Generation at the Deformed Portion on Material Properties of High Strength TRIP Steel Sheet 510 Takayuki Futatsuka, Yoshiyasu Kawasaki, Takashi Iwama, Kentaro Sato, Yuuki Toji, Jiro Hiramoto Effect of Graphite Shape and Matrix on Fatigue Strength Characteristic of Cast Iron Using for Engine Component 516 Kiyoshi Shirato, Yukio Miyashita, Hiroto Saito, Takahiro Nishimizu, Yosuke Kato, Hirohito Eto, Nobuaki Shinya, Masahiro Aida Multiple Object Motion Prediction Using Deep Convolutional Neural Networks 522 Ryuji Saiin, Tomohiro Daimon, Takayoshi Yamashita, Masahiko Nakamura

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