Machines, Volume 11, Issue 10 (October 2023) Table of Contents

Deep Learning Framework for IFD Using AutoML and Image-like Data Fusion Machines, Volume 11, Issue 10 (October 2023) Table of Contents Highlights Read our recent reviews collection here. Read our Editor's Choice Articles here, which have been selected based on recommendations by the scientific editors of MDPI journals from around the world. Read our Most Cited & Viewed papers here. Cover Story Article: A Deep Learning Framework for Intelligent Fault Diagnosis Using AutoML-CNN and Image-like Data Fusion Yan Gao, Chengzhang Chai, Haijiang Li and Weiqi Fu Machines 2023, 11(10), 932; DOI: 10.3390/machines11100932 Sections Machines Testing and Maintenance Automation and Control Systems Mechatronic and Intelligent Machines Advanced Manufacturing Machine Design and Theory Industrial Systems Vehicle Engineering Electromechanical Energy Conversion Systems Material Processing Technology Turbomachinery Electrical Machines and Drives Friction and Tribology General Special Issues Open for Submissions Topical Collections (without Deadline) Upcoming Conference Recent Special Issue Reprints Machines Testing and Maintenance Article: Comparative Analysis of Data-Driven Models for Marine Engine In-Cylinder Pressure Prediction Chaitanya Patil and Gerasimos Theotokatos Machines 2023, 11(10), 926; DOI: 10.3390/machines11100926 Article: Blast Effects on Hyperloop’s Cylindrical Thin-Shell Structures Sakdirat Kaewunruen, Joseph Roxburgh and Alex M. Remennikov Machines 2023, 11(10), 938; DOI: 10.3390/machines11100938 Article: Holistic Approach Promotes Failure Prevention of Smart Mining Machines Based on Bayesian Networks Madeleine Martinsen, Amare Desalegn Fentaye, Erik Dahlquist and Yuanye Zhou Machines 2023, 11(10), 940; DOI: 10.3390/machines11100940 Article: Experimental Vibration Data in Fault Diagnosis: A Machine Learning Approach to Robust Classification of Rotor and Bearing Defects in Rotating Machines Khalid M. Almutairi and Jyoti K. Sinha Machines 2023, 11(10), 943; DOI: 10.3390/machines11100943 Article: Slice-Aided Defect Detection in Ultra High-Resolution Wind Turbine Blade Images Imad Gohar, Abderrahim Halimi, John See, Weng Kean Yew and Cong Yang Machines 2023, 11(10), 953; DOI: 10.3390/machines11100953 Article: Study on the Extraction Method for Track-Side Acoustic Features Based on Cyclic Stationary Analysis Xing Zhao, Yiming Lu, Baoxian Chang and Liqun Chen Machines 2023, 11(10), 957; DOI: 10.3390/machines11100957 Article: Improved Fault Classification and Localization in Power Transmission Networks Using VAE-Generated Synthetic Data and Machine Learning Algorithms Muhammad Amir Khan, Bilal Asad, Toomas Vaimann, Ants Kallaste, Raimondas Pomarnacki and Van Khang Hyunh Machines 2023, 11(10), 963; DOI: 10.3390/machines11100963 Article: Simulation Modeling and Temperature Over-Advance Perception of Mine Hoist System Based on Digital Twin Technology Xuejun Liang, Juan Wu and Kaiyi Ruan Machines 2023, 11(10), 966; DOI: 10.3390/machines11100966 Automation and Control Systems Review: Path Planning Technique for Mobile Robots: A Review Liwei Yang, Ping Li, Song Qian, He Quan, Jinchao Miao, Mengqi Liu, Yanpei Hu and Erexidin Memetimin Machines 2023, 11(10), 980; DOI: 10.3390/machines11100980 Article: A Novel Exoskeleton Design and Numerical Characterization for Human Gait Assistance Cristian Copilusi, Marco Ceccarelli, Sorin Dumitru, Ionut Geonea, Alexandru Margine and Dorin Popescu Machines 2023, 11(10), 925; DOI: 10.3390/machines11100925 Article: Muscle Fatigue Regulation through Muscle Activation Control in a Knee Hybrid Exoskeleton: Simulation Study Shazan Ghajari, Reihaneh Kardehi Moghaddam, Hamidreza Kobravi and Naser Pariz Machines 2023, 11(10), 937; DOI: 10.3390/machines11100937 Article: Hyperbolic-Secant-Function-Based Fast Sliding Mode Control for Pantograph Robots Muhammad Ali Hassan, Zhenwei Cao and Zhihong Man Machines 2023, 11(10), 941; DOI: 10.3390/machines11100941 Article: Embedded Model Predictive Control of Tankless Gas Water Heaters to Enhance Users’ Comfort Cheila Conceição, André Quintã, Jorge A. F. Ferreira, Nelson Martins and Marco P. Soares dos Santos Machines 2023, 11(10), 951; DOI: 10.3390/machines11100951 Article: Modeling the Contact Force in Constrained Human–Robot Collisions Sebastian Herbster, Roland Behrens and Norbert Elkmann Machines 2023, 11(10), 955; DOI: 10.3390/machines11100955 Article: Bond-Graph-Based Approach to Teach PID and Sliding Mode Control in Mechatronics Zenan Guo, Péter Korondi and Péter Tamás Szemes Machines 2023, 11(10), 959; DOI: 10.3390/machines11100959 Article: Synchronization Control for a Mobile Manipulator Robot (MMR) System: A First Approach Using Trajectory Tracking Master–Slave Configuration Jorge Gustavo Pérez-Fuentevilla, América Berenice Morales-Díaz and Alejandro Rodríguez-Ángeles Machines 2023, 11(10), 962; DOI: 10.3390/machines11100962 Article: Biomechanical Hand Prosthesis Design Emilia Furdu Lunguţ, Lucian Matei, Maria Magdalena Roşu, Mihaiela Iliescu and Corina Radu (Frenţ) Machines 2023, 11(10), 964; DOI: 10.3390/machines11100964 Article: Design and Implementation of a Recursive Feedforward-Based Virtual Reference Feedback Tuning (VRFT) Controller for Temperature Uniformity Control Applications Juan Gabriel Araque, Luis Angel, Jairo Viola and Yangquan Chen Machines 2023, 11(10), 975; DOI: 10.3390/machines11100975 Article: Development of a 6-DOF Parallel Robot for Potential Single-Incision Laparoscopic Surgery Application Doina Pisla, Nadim Al Hajjar, Bogdan Gherman, Corina Radu, Tiberiu Antal, Paul Tucan, Ruxanda Literat and Calin Vaida Machines 2023, 11(10), 978; DOI: 10.3390/machines11100978 Article: Kinematic Models and the Performance Level Index of a Picking-and-Placing Hybrid Robot Qi Zou, Dan Zhang and Guanyu Huang Machines 2023, 11(10), 979; DOI: 10.3390/machines11100979 Mechatronic and Intelligent Machines Article: A Sliding Mode Approach-Based Adaptive Steering Control Algorithm for Path Tracking of Autonomous Mobility with Weighted Injection Sehwan Kim and Kwangseok Oh Machines 2023, 11(10), 972; DOI: 10.3390/machines11100972 Article: Grasping Pose Estimation for Robots Based on Convolutional Neural Networks Tianjiao Zheng, Chengzhi Wang, Yanduo Wan, Sikai Zhao, Jie Zhao, Debin Shan and Yanhe Zhu Machines 2023, 11(10), 974; DOI: 10.3390/machines11100974 Advanced Manufacturing Review: Design, Modelling, and Control of Continuum Arms with Pneumatic Artificial Muscles: A Review Oleksandr Sokolov, Alexander Hošovský and Monika Trojanová Machines 2023, 11(10), 936; DOI: 10.3390/machines11100936 Article: Milling Force Modeling Methods for Slot Milling Cutters Mingzhou Wu, Guangpeng Zhang, Tianle Wang and Rui Wang Machines 2023, 11(10), 922; DOI: 10.3390/machines11100922 Article: Data-Driven Predictive Maintenance Policy Based on Dynamic Probability Distribution Prediction of Remaining Useful Life Shulian Xie, Feng Xue, Weimin Zhang and Jiawei Zhu Machines 2023, 11(10), 923; DOI: 10.3390/machines11100923 Article: Experimental Study on Performance Evaluation of Controlled Plasma Pulse Plugging Removal Technology Leilei Huang, Baolin Liu, Lixin Li, Haoxian Shi, Qilong Xue, Fengyan Zhang, Yuanyuan Zhang and Bo Jin Machines 2023, 11(10), 945; DOI: 10.3390/machines11100945 Article: Non-Magnetic Negative Coefficient of Thermal Expansion Support Structure between Payloads in the Taiji Space Gravitational Wave Detection Satellite Yuqing Diao, Wei Tao, Xiaoqin Deng and Wei Sha Machines 2023, 11(10), 948; DOI: 10.3390/machines11100948 Article: Correlation between Infill Percentages, Layer Width, and Mechanical Properties in Fused Deposition Modelling of Poly-Lactic Acid 3D Printing Mahmoud Moradi, Mohammad Rezayat, Fakhir Aziz Rasul Rozhbiany, Saleh Meiabadi, Giuseppe Casalino, Mahmoud Shamsborhan, Amar Bijoy, Sidharth Chakkingal, Mathews Lawrence, Nasli Mohammed and Mojtaba Karamimoghadam Machines 2023, 11(10), 950; DOI: 10.3390/machines11100950 Article: A Decoupling Algorithm-Based Technology for Predicting and Regulating the Unbalance of Aircraft Rotor Assembly Considering Manufacturing Errors Yingjie Zhao, Xiaokai Mu, Jian Liu, Qingchao Sun, Ping Zhou and Guozhen Fang Machines 2023, 11(10), 970; DOI: 10.3390/machines11100970 Article: Towards DevOps for Cyber-Physical Systems (CPSs): Resilient Self-Adaptive Software for Sustainable Human-Centric Smart CPS Facilitated by Digital Twins Jürgen Dobaj, Andreas Riel, Georg Macher and Markus Egretzberger Machines 2023, 11(10), 973; DOI: 10.3390/machines11100973 Machine Design and Theory Review: Literature Review of Suspension Systems for Superconducting Elements Luca Piacentini, Luca Dassa, Diego Perini, Andris Ratkus, Toms Torims and Stefano Uberti Machines 2023, 11(10), 929; DOI: 10.3390/machines11100929 Article: A Knowledge Graph-Based Approach for Assembly Sequence Recommendations for Wind Turbines Mingfei Liu, Bin Zhou, Jie Li, Xinyu Li and Jinsong Bao Machines 2023, 11(10), 930; DOI: 10.3390/machines11100930 Article: On-Board Random Vibration-Based Robust Detection of Railway Hollow Worn Wheels under Varying Traveling Speeds Nikolaos Kaliorakis, John S. Sakellariou and Spilios D. Fassois Machines 2023, 11(10), 933; DOI: 10.3390/machines11100933 Article: Research on the Mechanism and Characteristics of Ultrasonically Coupled Mechanical Rock-Breaking Pre-Fracturing Technology Chengwen Liu, Mingyu Duan, Yizhe Huang, Qibai Huang, Jiaqi Liu, Zhicheng Wang and Zhifu Zhang Machines 2023, 11(10), 934; DOI: 10.3390/machines11100934 Article: Kinematic Modelling of a 3RRR Planar Parallel Robot Using Genetic Algorithms and Neural Networks Jorge Francisco García-Samartín and Antonio Barrientos Machines 2023, 11(10), 952; DOI: 10.3390/machines11100952 Industrial Systems Article: Real-Time Selection System of Dispatching Rules for the Job Shop Scheduling Problem Anran Zhao, Peng Liu, Yunfeng Li, Zheyu Xie, Longhao Hu and Haoyuan Li Machines 2023, 11(10), 921; DOI: 10.3390/machines11100921 Article: Fault Diagnosis of Autonomous Underwater Vehicle with Missing Data Based on Multi-Channel Full Convolutional Neural Network Yunkai Wu, Aodong Wang, Yang Zhou, Zhiyu Zhu and Qingjun Zeng Machines 2023, 11(10), 960; DOI: 10.3390/machines11100960 Vehicle Engineering Article: Effective Energy Management Strategy with Model-Free DC-Bus Voltage Control for Fuel Cell/Battery/Supercapacitor Hybrid Electric Vehicle System Omer Abbaker Ahmed Mohammed, Lingxi Peng, Gomaa Haroun Ali Hamid, Ahmed Mohamed Ishag and Modawy Adam Ali Abdalla Machines 2023, 11(10), 944; DOI: 10.3390/machines11100944 Article: Assistive Self-Driving Car Networks to Provide Safe Road Ecosystems for Disabled Road Users Juan Guerrero-Ibañez, Juan Contreras-Castillo, Ismael Amezcua-Valdovinos and Angelica Reyes-Muñoz Machines 2023, 11(10), 967; DOI: 10.3390/machines11100967 Article: Damage Identification for Railway Tracks Using Onboard Monitoring Systems in In-Service Vehicles and Data Science Nelson Traquinho, Cecília Vale, Diogo Ribeiro, Andreia Meixedo, Pedro Montenegro, Araliya Mosleh and Rui Calçada Machines 2023, 11(10), 981; DOI: 10.3390/machines11100981 Electromechanical Energy Conversion Systems Review: Research on Energy-Efficient Disc Pumps: A Review on Physical Models and Energy Efficiency Yingju Pei, Qingyou Liu and Kim Tiow Ooi Machines 2023, 11(10), 954; DOI: 10.3390/machines11100954 Review: Study on Human Motion Energy Harvesting Devices: A Review Wenzhou Lin, Yuchen Wei, Xupeng Wang, Kangjia Zhai and Xiaomin Ji Machines 2023, 11(10), 977; DOI: 10.3390/machines11100977 Article: LSTM for Modeling of Cylinder Pressure in HCCI Engines at Different Intake Temperatures via Time-Series Prediction Moritz Sontheimer, Anshul-Kumar Singh, Prateek Verma, Shuo-Yan Chou and Yu-Lin Kuo Machines 2023, 11(10), 924; DOI: 10.3390/machines11100924 Article: Energy Consumption Analysis and Efficiency Enhancement in Manufacturing Companies Using Decision Support Method for Dynamic Production Planning (DSM DPP) for Solar PV Integration Simona Skėrė, Paula Bastida-Molina, Elías Hurtado-Pérez and Kazimieras Juzėnas Machines 2023, 11(10), 939; DOI: 10.3390/machines11100939 Article: Tachometer-Less Synchronous Sampling for Large Speed Fluctuations and Its Application in the Monitoring of Wind Turbine Drive Train Condition Xingyao Li, Zekai Cai, Wanyang Zhang, Taihuan Wu, Baoqiang Zhang and Huageng Luo Machines 2023, 11(10), 942; DOI: 10.3390/machines11100942 Article: Electric Power Flow Control in Double Three-Phase Machines without Shift between Magnetic Axes Dragan Milićević, Nikola Vukajlović, Amar Hajdarpašić, Bane Popadić, Boris Dumnić, Zoltan Čorba and Vlado Porobić Machines 2023, 11(10), 947; DOI: 10.3390/machines11100947 Material Processing Technology Article: Multi-Objective Optimization of Process Parameters in Longitudinal-Torsional Ultrasonic Vibration Face Grinding CFRP Shuliang Liu, Kai Zheng, Hongcheng Li, Zhengfeng Cao and Shuang Zhao Machines 2023, 11(10), 935; DOI: 10.3390/machines11100935 Article: Selected Aspects of Precision Machining on CNC Machine Tools Jozef Peterka, Marcel Kuruc, Vitalii Kolesnyk, Ivan Dehtiarov, Jana Moravcikova, Tomas Vopat, Peter Pokorny, Frantisek Jurina and Vladimir Simna Machines 2023, 11(10), 946; DOI: 10.3390/machines11100946 Article: Vibration Attenuation in a Beam Structure with a Periodic Free-Layer Damping Treatment Zhiwei Guo, Meiping Sheng and Hao Zeng Machines 2023, 11(10), 949; DOI: 10.3390/machines11100949 Article: On a Novel Modulation Cutting Process for Potassium Dihydrogen Phosphate with an Increased Brittle–Ductile Transition Cutting Depth Yang Yang, Yu Chen and Chenyang Zhao Machines 2023, 11(10), 961; DOI: 10.3390/machines11100961 Turbomachinery Article: Investigation of High-Speed Dynamic Transmission Error Testing Using Gear Strain Jian Zhang, Chuanmao Lv and Zhengminqing Li Machines 2023, 11(10), 956; DOI: 10.3390/machines11100956 Article: Analysis of Hydraulic Losses in Vortex Rope Inside the Draft Tube of Francis Pump-Turbine Based on Entropy Production Theory Haobo Wang, Daqing Zhou, Junxun Guo and Lianchen Xu Machines 2023, 11(10), 965; DOI: 10.3390/machines11100965 Article: Influence of Rotation Speed and Gas Content on the Transient Gas–Liquid Two-Phase Flow of an Electric Submersible Pump Deqing Sun, Zhongmin Xiao, Ziming Feng, Heng Yuan and Wei Cui Machines 2023, 11(10), 971; DOI: 10.3390/machines11100971 Electrical Machines and Drives Article: An Open-Circuit Fault Diagnosis Method Based on Adjacent Trend Line Relationship of Current Vector Trajectory for Motor Drive Inverter Xianrui Sun, Naizhe Diao, Chonghui Song, Yunlong Qiu and Xiaolong Zhao Machines 2023, 11(10), 928; DOI: 10.3390/machines11100928 Article: Analysis of the Magneto-Thermal Bidirectional Coupling Strength of Macro and Micro Integration for Self-Starting Permanent Magnet Hysteresis Synchronous Motors Ling Xiao, Shandong Zheng, Jingwei Dou and Wenjie Cheng Machines 2023, 11(10), 931; DOI: 10.3390/machines11100931 Article: Detection of Inter-Turn Short Circuits in Induction Motors under the Start-Up Transient by Means of an Empirical Wavelet Transform and Self-Organizing Map Juan Jose Saucedo-Dorantes, Arturo Yosimar Jaen-Cuellar, Angel Perez-Cruz and David Alejandro Elvira-Ortiz Machines 2023, 11(10), 958; DOI: 10.3390/machines11100958 Article: Empirical Filtering-Based Artificial Intelligence Learning Diagnosis of Series DC Arc Faults in Time Domains Hoang-Long Dang, Sangshin Kwak and Seungdeog Choi Machines 2023, 11(10), 968; DOI: 10.3390/machines11100968 Article: Experimental Study of the Dynamic Short-Circuit Withstand Capability of an 8400 kVA Power Transformer Specially Designed for Photovoltaic Applications Cristian-Eugeniu Sălceanu, Cătălin Dobrea, Daniel Ocoleanu, Marcel Nicola, Daniela Iovan and Maria-Cristina Nițu Machines 2023, 11(10), 969; DOI: 10.3390/machines11100969 Friction and Tribology Article: Identification of Tool Wear Based on Infographics and a Double-Attention Network Jing Ni, Xuansong Liu, Zhen Meng and Yiming Cui Machines 2023, 11(10), 927; DOI: 10.3390/machines11100927 General Article: An Adaptive Model-Based Approach to the Diagnosis and Prognosis of Rotor-Bearing Unbalance Banalata Bera, Shyh-Chin Huang, Mohammad Najibullah and Chun-Ling Lin Machines 2023, 11(10), 976; DOI: 10.3390/machines11100976 Special Issues Open for Submissions Advances in Bearing Modeling, Fault Diagnosis, RUL Prediction (Deadline: 15 November 2023) Fault Diagnosis and Fault-Tolerant Control of Power Machinery: Developments and Challenges (Deadline: 15 November 2023) Condition Monitoring of Machine Tools (Deadline: 15 November 2023) Advanced Algorithms for Mission Planning and Collision Avoidance of Autonomous Vehicles (Deadline: 15 November 2023) Design and Experimental Activity of Testing Machines and Mechanical Test Rigs (Deadline: 15 November 2023) To access the full list of Special Issues, please click here Topical Collections (without Deadline) Computational Product Design with Artificial Intelligence Machines, Mechanisms and Robots: Theory and Applications To access the full list of Topical Collections, please click here Recent Special Issue Reprints Reliability of Mechatronic Systems and Machine Elements: Testing and Validation Sven Matthiesen and Thomas Gwosch (Eds.) ISBN 978-3-0365-7476-9 (Hbk) ; ISBN 978-3-0365-7477-6 (PDF) DOI: 10.3390/books978-3-0365-7477-6 Optimization and Flow Characteristics in Advanced Fluid Machinery Chuan Wang, Li Cheng, Qiaorui Si and Bo Hu (Eds.) ISBN 978-3-0365-8293-1 (Hbk) ; ISBN 978-3-0365-8292-4 (PDF) DOI: 10.3390/books978-3-0365-8292-4 New Frontiers in Parallel Robots Zhufeng Shao, Dan Zhang and Stéphane Caro (Eds.) ISBN 978-3-0365-7252-9 (Hbk) ; ISBN 978-3-0365-7253-6 (PDF) DOI: 10.3390/books978-3-0365-7253-6 Social Manufacturing on Industrial Internet Pingyu Jiang, Gang Xiong, Timo R. Nyberg, Zhen Shen, Maolin Yang and Guangyu Xiong (Eds.) ISBN 978-3-0365-7756-2 (Hbk) ; ISBN 978-3-0365-7757-9 (PDF) DOI: 10.3390/books978-3-0365-7757-9 Lean Manufacturing and Industry 4.0 Luís Pinto Ferreira, Paulo Ávila, João Bastos, Francisco J. G. Silva, José Carlos Sá and Marlene Brito (Eds.) ISBN 978-3-0365-7717-3 (Hbk) ; ISBN 978-3-0365-7716-6 (PDF) DOI: 10.3390/books978-3-0365-7716-6 To access the full list of books, please click here Upcoming MDPI Conference The 2nd International Electronic Conference on Machines and Applications (IECMA 2024) (online, 18–20 June 2024) Upcoming Partner Conferences The 26th International Conference on Electrical Machines and Systems (ICEMS 2023) (Zhuhai, Guangdong, China, 5–8 November 2023) The 16th IFToMM World Congress [WC2023] (Tokyo, Japan, 5–10 November 2023) 3rd International Forum & Exhibition on Precision Manufacturing (Kunshan, Jiangsu, China, 9–11 November 2023) 6th IFToMM Symposium on Mechanism Design for Robotics (Timişoara, Romania, 27–29 June 2024) To access all conferences, please click here Manage your journal subscriptions | Unsubscribe MDPI Postfach, CH-4020 Basel, Switzerland Office: St. Alban-Anlage 66, CH-4052 Basel, Switzerland Tel. +41 61 683 77 34 www.mdpi.com