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17th INDIN 2019: Helsinki, Finland
- 17th IEEE International Conference on Industrial Informatics, INDIN 2019, Helsinki, Finland, July 22-25, 2019. IEEE 2019, ISBN 978-1-7281-2927-3
- Yineng Song, Weiqi Sun, Xian Wu, Jue Wang, Wenbin William Dai:
An Automatic Requirement Transformation Approach for Code Generation in Industrial Cyber-Physical Systems. 21-26 - Maxim Ya. Afanasev, Yuri V. Fedosov, Yuri S. Andreev, Anastasiya A. Krylova, Sergey A. Shorokhov, Kseniia V. Zimenko, Mikhail V. Kolesnikov
:
A Concept for Integration of Voice Assistant and Modular Cyber-Physical Production System. 27-32 - Rainer Schiekofer, Stephan Grimm, Maja Milicic Brandt, Michael Weyrich:
A formal mapping between OPC UA and the Semantic Web. 33-40 - Liming Qiu, Zoran Salcic, Kevin I-Kai Wang:
Adaptive Duty Cycle MAC Protocol of Low Energy WSN for Monitoring Underground Pipelines. 41-44 - Sebastian Mayer, Nikolas Höhme, Dennis Gankin, Christian Endisch
Adaptive Production Control in a Modular Assembly System - Towards an Agent-based Approach. 45-52 - Artem Turetskyy
Artificial Neural Network enabled P2D Model Deployment for End-of-Line Battery Cell Characterization. 53-58 - Yan Zong
Experimental Evaluation of Non-identical Pulse-Coupled Oscillators Synchronisation in IEEE 802.15.4 Wireless Sensor Networks. 59-65 - Sebastian Gellrich, Thomas Beganovic, Alexander Mattheus, Christoph Herrmann
Feature Selection Based on Visual Analytics for Quality Prediction in Aluminium Die Casting. 66-72 - Júlio Mendonça, Marta Duarte, Victor Coch, Emanuel da S. D. Estrada, Ricardo Rodrigues, Silvia Botelho:
Granulometric Analysis of Fertilizers by Digital Image Processing. 73-78 - David Alessandro Bauer
Hybrid Cloud - Architecture for Administration Shells with RAMI4.0 Using Actor4j. 79-86 - Dennis Jarvis, Jacqueline Jarvis, Chen-Wei Yang, Roopak Sinha, Valeriy Vyatkin:
Janus: A Systems Engineering Approach to the Design of Industrial Cyber-Physical Systems. 87-92 - Muhammad Ashhal Tahir, Mehdi Mahmoodpour, Andrei Lobov
KPI-ML based integration of industrial information systems. 93-99 - Felix Gehlhoff, Hamied Nabizada
Optimization of multi-agent auctioning processes in flexible production networks. 100-105 - Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung
Potential Game based Distributed Optimization of Modular Production Units. 106-111 - Reza Taherkhani, Stoyan Nihtianov:
Power Consumption Optimization of a Wireless Temperature Sensor Node Using Unidirectional Communication. 112-117 - Lukas Kathrein, Kristof Meixner, Dietmar Winkler, Arndt Lüder, Stefan Biffl:
Product/ion-Aware Modeling Approaches that Support Tracing Design Decisions. 118-125 - Dániel Kozma, Pál Varga, Gábor Soós:
Supporting Digital Production, Product Lifecycle and Supply Chain Management in Industry 4.0 by the Arrowhead Framework - a Survey. 126-131 - Cristina Paniagua
System of Systems integration via a structured naming convention. 132-139 - Udayanto Dwi Atmojo, Valeriy Vyatkin:
Towards an OPC UA Compliant Programming Approach with Formal Model of Computation for Dynamic Reconfigurable Automation Systems. 140-146 - Daniil Chivilikhin, Sandeep Patil
Towards automatic state machine reconstruction from legacy PLC using data collection. 147-151 - Weiyi Zhang
Towards Formal Modeling and Analysis of SystemJ GALS Systems using Coloured Petri Nets. 152-159 - Guolin Lyu, Robert W. Brennan
Towards IEC 61499 Based Distributed Intelligent Automation: Design and Computing Perspectives. 160-163 - Vladimir Kuliaev, Udayanto Dwi Atmojo, Seppo A. Sierla
Towards Product Centric Manufacturing: From Digital Twins to Product Assembly. 164-171 - Stefan Woltmann, Julia Kittel:
Using Multi-Agent Systems for Demand Response Aggregators: Analysis and Requirements for the Development. 172-179 - Achini Adikari
A Cognitive Model for Emotion Awareness in Industrial Chatbots. 183-186 - Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto
A Deep Learning-based Approach to Anomaly Detection with 2-Dimensional Data in Manufacturing. 187-192 - Jussi Hanhirova, Jaakko Harjuhahto, Janne Harjuhahto, Vesa Hirvisalo:
A machine learning based quality control system for power cable manufacturing. 193-198 - Haibo Cheng
ANN based Interwell Connectivity Analysis in Cyber-Physical Petroleum Systems. 199-205 - An Ngoc Lam
Applying semantics into Service-oriented IoT Framework. 206-213 - Gavneet Singh Chadha, Arfyan Rabbani, Andreas Schwung
Comparison of Semi-supervised Deep Neural Networks for Anomaly Detection in Industrial Processes. 214-219 - Robin Lamberti, Ljiljana Stojanovic:
Complex Event Processing as an Approach for real-time Analytics in industrial Environments. 220-225 - Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Drews Jr.
Contrast Enhancement and Image Completion: A CNN Based Model to Restore Ill Exposed Images. 226-232 - Andreas Schwung
Cooperative Robot Control in Flexible Manufacturing Cells: Centralized vs. Distributed Approaches. 233-238 - Thien Huynh-The, Dong-Seong Kim:
Data Augmentation For CNN-Based 3D Action Recognition on Small-Scale Datasets. 239-244 - Noelia Oses
Determining input variable ranges given a trained regression model and an output range. 245-252 - Davide Giuffrida, Guido Benetti, Daniele De Martini, Tullio Facchinetti:
Fall Detection with Supervised Machine Learning using Wearable Sensors. 253-259 - Stavros Nousias
Fast mesh denoising with data driven normal filtering using deep autoencoders. 260-263 - Himat Shah
H-Rank: A keywords extraction method from web pages using POS tags. 264-269 - Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. 270-273 - Hasan Tercan, Alexandro Guajardo, Tobias Meisen
Industrial Transfer Learning: Boosting Machine Learning in Production. 274-279 - Mira Jeong, Minji Park, ByoungChul Ko:
Intelligent Driver Emotion Monitoring Based on Lightweight Multilayer Random Forests. 280-283 - Jacob Nilsson
Interoperability and machine-to-machine translation model with mappings to machine learning tasks. 284-289 - Luis Variz, Luis Piardi, Pedro João Rodrigues
Machine Learning Applied to an Intelligent and Adaptive Robotic Inspection Station. 290-295 - Marta Fullen, Alexander Maier, Arthur Nazarenko, Volkan Aksu, Sascha Jenderny, Carsten Röcker:
Machine learning for assistance systems: pattern-based approach to online step recognition. 296-302 - Pekka Koponen, Harri Niska
Mitigating the Weaknesses of Machine Learning in Short-Term Forecasting of Aggregated Power System Active Loads. 303-310 - Alessandro Brusaferri
Nonlinear system identification using a recurrent network in a Bayesian framework. 319-324 - Milica Petrovic
Optimal Tuning of Cascade Controllers for Feed Drive Systems using Particle Swarm Optimization. 325-330 - Jun Tsukahara, Yasutaka Fujimoto, Hironori Fudeyasu:
Rainfall Forecasting by using Residual Network with Cloud Image and Humidity. 331-336 - Melanie Zimmer
Understanding Human Decision-making during Production Ramp-up using Natural Language Processing. 337-342 - Tilman Klaeger
Using anomaly detection to support classification of fast running packaging processes. 343-348 - Cyntia Vargas Martinez
A Multi-Agent Approach for Hybrid Intrusion Detection in Industrial Networks: Design and Implementation. 351-357 - Bernhard Brenner, Edgar R. Weippl, Andreas Ekelhart:
A Versatile Security Layer for AutomationML. 358-364 - Joonas Linnosmaa
Demonstration of a conformity assessment data model. 369-373 - Awais Tanveer, Roopak Sinha, Stephen G. MacDonell, Paulo Leitão
Designing Actively Secure, Highly Available Industrial Automation Applications. 374-379 - Gajasri Karthikeyan, Stefan Heiss:
Enhancing Authorization Mechanisms using Attribute Certificates for OPC UA based Applications. 380-385 - Zahra Ramezani, Nicholas Smallbone, Martin Fabian
Evaluating Two Semantics for Falsification using an Autonomous Driving Example. 386-391 - Luis Alfredo Moctezuma, Marta Molinas:
Event-related potential from EEG for a two-step Identity Authentication System. 392-399 - Igor Buzhinsky:
Formalization of natural language requirements into temporal logics: a survey. 400-406 - Karl-Heinz Niemann:
IT security extensions for PROFINET. 407-412 - Suhyun Cha
On the Preservation of the Trust by Regression Verification of PLC software for Cyber-Physical Systems of Systems. 413-418 - Adnan Khan, David Thönnessen, Martin Fabian
On-the-fly conformance testing of safety PLC code using QuickCheck. 419-424 - Giann Spilere Nandi
Security in Wireless Sensor Networks: A formal verification of protocols. 425-431 - Marcus Lindner, Nils Fitinghoff, Johan Eriksson, Per Lindgren:
Verification of Safety Functions Implemented in Rust - a Symbolic Execution based approach. 432-439 - Tsunato Nakai, Sachihiro Ichikawa, Nobuhiro Kobayashi, Kosuke Hata, Kenji Sawada:
Whitelisting Cyber Attack Detection according to Estimated Operational States for CPS. 440-445 - Kathrin Land, Suhyun Cha, Birgit Vogel-Heuser:
An Approach to Efficient Test Scheduling for Automated Production Systems. 449-454 - Ha-Nui Jo, Byeong Eon Park, Yumi Ji, Dong-Kuk Kim, Jeong Eun Yang, In-Beum Lee, Jeong Byeol Hong:
Chatter Detection in Hot Strip Mill Process based on Modified Independent Component Analysis. 455-458 - Sten Grüner, Andreas Burger, Hadil Abukwaik, Sascha El-Sharkawy, Klaus Schmid
Demonstration of a Toolchain for Feature Extraction, Analysis and Visualization on an Industrial Case Study. 459-465 - Victor Dubinin
Implementation of state transition models in IEC 61499 and its use for recognition and selection of sequences of events and objects. 466-469 - Avijit Mandal, Divyasheel Sharma, Mohak Sukhwani
Improving Safety in Collaborative Robot Tasks. 470-477 - Felix Ocker, Matthias Seitz, Marius Oligschläger, Minjie Zou, Birgit Vogel-Heuser:
Increasing Awareness for Potential Technical Debt in the Engineering of Production Systems. 478-484 - Adrián Orive
Novel orchestration architecture for Fog computing. 485-491 - Bernhard Wally
Production Planning with IEC 62264 and PDDL. 492-499 - Haitham Elfaham, Julian Grothoff
Recipe Based Skill Matching. 500-507 - Mina Fahimi Pirehgalin, Juliane Fischer
Similarity Analysis of Control Software Using Graph Mining. 508-515 - Kilian Telschig, Alexander Knapp:
Time-Critical State Transfer during Operation of Distributed Embedded Applications. 516-523 - Hongjie Fang, Roman Obermaisser:
Virtual Gateway in TCMS Execution Environment based on an Integrated Architecture. 524-531 - Luciane B. Soares, Átila Astor Weis, Ricardo Nagel Rodrigues, Silvia Silva da Costa Botelho:
A Robotic Passive Vision System for Texture Analysis in Weld Beads. 535-540 - Yoshihiro Maeda, Naoki Gou, Makoto Iwasaki:
A Stable Parameter Area Calculation Method for Advanced Auto-tuning of a Feedback Controller. 541-546 - Ren C. Luo, Hsien-Chang Lin, Yu-Ting Hsu:
CNN Based Reliable Classification of Household Chores Objects for Service Robotics Applications. 547-552 - Naoya Tojo
Communication Delay Compensation for Precise Force Matching in Teleoperation. 553-556 - Ronal Bejarano
Implementing a Human-Robot Collaborative Assembly Workstation. 557-564 - Reo Arita, Satoshi Suzuki:
Maneuvering Assistance of Teleoperation Robot Based on Identification of Gaze Movement. 565-570 - Andreas Papadimitriou, Georgios Andrikopoulos
On Adhesion Modeling and Control of a Vortex Actuator for Climbing Robots. 571-576 - Yoshiki Kanai, Yasutaka Fujimoto:
Performance Analysis of Torque-sensorless Assist Control of a Powered Exoskeleton Using Highly Back-drivable Actuators. 577-582 - Satoshi Hangai, Takahiro Nozaki
Power-based Restoration of Haptic Teleoperation from Communication Blackout. 583-588 - Ryo Toshimitsu, Yasutaka Fujimoto:
Transformation Between Simple and Detailed Maps Based on Line Matching for Robot Navigation. 589-594 - Lei Feng, Xi Chen, Xiang Chen:
A Fast Iteration Algorithm for Coverage Optimization of Circular Sector Sensor Networks. 597-602 - Shaowen Lu, Shuyu Huang:
A Mesoscale Endpoint Predictive Model of Ore Grinding Particle Size. 603-606 - Xiang Yin, Jinhua She, Zhentao Liu, Min Wu, Daiki Sato
A Method to Estimate Exogenous Disturbances in Nonlinear Systems Based on Equivalent-Input-Disturbance Approach. 607-610 - Zhanjun Tan, Xiao-Zhi Gao:
A Review of State-of-the-art Control and Optimization Methods in Permanent Magnet Synchronous Machine Drives. 611-616 - Daniel G. Costa
An Availability Metric and Optimization Algorithms for Simultaneous Coverage of Targets and Areas by Wireless Visual Sensor Networks. 617-622 - Laurin Prenzel, Julien Provost:
FBBeam: An Erlang-based IEC 61499 Implementation. 629-634 - Andrea Barni
Fostering the creation of a Digital Ecosystem by a distributed IEC-61499 based automation platform. 635-640 - Gennady E. Veselov, Andrey A. Sklyarov, Jordanis Viltres Chávez:
Non-linear control of a tracked robot. 641-646 - Guangxi Wan, Zhenbang Nie, Peng Wang, Peng Zeng
The Component-based Design Method for Agent-based Multi-AGV System. 647-654 - René Lindorfer
Towards user-oriented programming of skill-based Automation Systems using a domain-specific Meta-Modeling Approach. 655-660 - Tobias Küster
A Distributed Architecture for Modular and Dynamic Augmented Reality Processes. 663-670 - Neha Prajapat, Ashutosh Tiwari
A Framework for Next Generation Interactive and Immersive DES Models. 671-676 - Martin Krammer, Martin Benedikt:
Design and Application of a Domain Specific Modeling Language for Distributed Co-Simulation. 677-682 - Gerasimos Arvanitis
Saliency Mapping for Processing 3D Meshes in Industrial Modeling Applications. 683-686 - Anton Debner, Matias Hyyppä, Jussi Hanhirova, Vesa Hirvisalo:
Scalability of a Machine Learning Environment for Autonomous Driving Research. 687-692 - Roberta Chirico, Stefano Spellini
A Contract-based Methodology for Production Lines Validation. 695-698 - Kevin Villalobos
A Hierarchical Storage System for Industrial Time-Series Data. 699-705 - Jonas Zinn, Birgit Vogel-Heuser:
A Qualitative Study of Industry 4.0 Use Cases and their Implementation in Electronics Manufacturing. 706-713 - Friedrich Volz, Ljiljana Stojanovic, Robin Lamberti:
An Industrial Marketplace - the Smart Factory Web Approach and Integration of the International Data Space. 714-720 - Flávia Pires, Ana Cachada
Digital Twin in Industry 4.0: Technologies, Applications and Challenges. 721-726 - Torben Deppe, Haitham Elfaham, Ulrich Epple:
Discovery Service for Industry 4.0 based on Property Value Statements. 727-732 - Jakob Zietsch, Nils Weinert, Christoph Herrmann
Edge Computing for the Production Industry A Systematic Approach to Enable Decision Support and Planning of Edge. 733-739 - Fernando Arévalo
Fault Detection Assessment using an extended FMEA and a Rule-based Expert System. 740-745 - Mohamed Khalil, Christoph Bergs, Theodoros Papadopoulos, Roland Wüchner
IIoT-based Fatigue Life Indication using Augmented Reality. 746-751 - Emanuel Palm
The Exchange Network: An Architecture for the Negotiation of Non-Repudiable Token Exchanges. 760-767 - Dorota Lang, Sergej Grunau, Lukasz Wisniewski
Utilization of the Asset Administration Shell to Support Humans During the Maintenance Process. 768-773 - Md. Zia Uddin
A Thermal Camera-based Activity Recognition Using Discriminant Skeleton Features and RNN. 777-782 - Frieder Loch, Saskia Böck, Minjie Zou, Birgit Vogel-Heuser:
Adapting Virtual Training Systems for Industrial Procedures to the Needs of Older People. 783-788 - Olatz De Miguel Lázaro, Wael M. Mohammed
An Approach for adapting a Cobot Workstation to Human Operator within a Deep Learning Camera. 789-794 - Marcel Müller, Moritz Götting, Thomas Peetz, Michael Vahs, Elmar Wings:
An Intelligent Assistance System for Controlling Wind-Assisted Ship Propulsion Systems. 795-802 - Hirofusa Ogasawara, Sho Yokota
Angle Control of Antagonistic Pneumatic Driven and Inflatable Arm Joint. 803-808 - Akira Takahashi, Sho Yokota
Development of One Hand Drive Wheelchair System : 2nd report : Evaluation of the designed hand rim. 809-814 - Shyang Shao, Satoshi Muramatsu, Katsuhiko Inagaki, Daisuke Chugo, Syo Yokota
Development of robot design evaluating system using Augmented Reality for affinity robots. 815-820 - Hong He, Feihu Peng, Jun Ying:
Feature Selection and Recognition of Multivariate Physiological Signals Using Binary Firefly Algorithm. 821-826 - Antonios Sylari, Borja Ramis Ferrer
Hand Gesture-Based On-Line Programming of Industrial Robot Manipulators. 827-834 - Emi Kakuda, Sho Yokota
Improvement of the ungrounded force display using grooved cam. 835-840 - Leire Amezua Hormaza, Wael M. Mohammed
On-line Training and Monitoring of Robot Tasks through Virtual Reality. 841-846 - Lahari Sengupta, Pasi Fränti:
Predicting the difficulty of TSP instances using MST. 847-852 - Philipp Brauner
Why consider the human-in-the-loop in automated cyber-physical production systems? Two cases from cross-company cooperation. 861-866 - Melisa Kuzman, Xavier del Toro García, Soledad Escolar
A Testbed and an Experimental Public Dataset for Energy-Harvested IoT Solutions. 869-876 - Matthias Becker, Zhonghai Lu, De-Jiu Chen
An Adaptive Resource Provisioning Scheme for Industrial SDN Networks. 877-880 - Filipe Marinho de Brito, Gélson da Cruz Júnior, Enzo Morosini Frazzon
An Optimization Model for the Design of Additive Manufacturing Supply Chains. 881-885 - Haijun Zhang, Mingshan Sun, Yuzhu Ji, Shichao Xu, Weihan Cao:
Learning-based Object Detection in High Resolution UAV Images: An Empirical Study. 886-889 - Musa Ndiaye
Exploring Control-Message Quenching in SDN-based Management of 6LoWPANs. 890-983 - Hoa Tran-Dang, Dong-Seong Kim:
FARELI: A FAst and RELIable Routing Path for Cognitive Radio Sensor Networks. 894-901 - Naser Hossein Motlagh
Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. 902-907 - Pekka Nikander, Juuso Autiosalo, Santeri Paavolainen:
Interledger for the Industrial Internet of Things. 908-915 - Ryo Morishima, Hiroaki Nishi
Network Transparent Fog-based IoT Platform for Industrial IoT. 920-925 - Ansah Frimpong, Mohamed Amine Abid, Hermann de Meer:
Schedulability Analysis and GCL Computation for Time-Sensitive Networks. 926-932 - Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin
Sensors and Game Synchronization for Data Analysis in eSports. 933-938 - Tobias Pieper, Roman Obermaisser:
State-Estimation for Delay-Management in Distributed Real-Time Co-Simulation via the Internet. 939-946 - Adeiza James Onumanyi
Towards Cognitive Radio in Low Power Wide Area Network for Industrial IoT Applications. 947-950 - Alexander Gogolev, Roland Braun, Philipp Bauer:
TSN Traffic Shaping for OPC UA Field Devices. 951-956 - Christian von Arnim
Automated OPC UA address space generation from existing data structures. 959-964 - Santiago Soler Perez Olaya, Robert Lehmann, Martin Wollschlaeger:
Comprehensive management function models applied to heterogeneous industrial networks. 965-970 - Frederick Prinz, Michael Schoeffler, Andreas Eckhardt, Armin Lechler, Alexander Verl
Configuration of Application Layer Protocols within Real-time I4.0 Components. 971-976 - Fedor Polunin, Dick Carrillo Melgarejo
Demonstrating the Impact of LTE Communication Latency for Industrial Applications. 977-982 - Andrii Berezovskyi
Efficient State Update Exchange in a CPS Environment for Linked Data-based Digital Twins. 983-989 - Alessandro Brusaferri
Integrated automation system with PSO based scheduling for PCB remanufacturing plants. 990-995 - Gábor Soós, Pál Varga:
On the Security Threat of Abandoned and Zombie Cellular IoT Devices. 996-1001 - Hyun-Min Park, Jae Wook Jeon:
OPC UA based Universal Edge Gateway for Legacy Equipment. 1002-1007 - Ilkka Seilonen, Valeriy Vyatkin, Udayanto Dwi Atmojo:
OPC UA Information Model and a Wrapper for IEC 61499 Runtimes. 1008-1013 - Mikko Nykyri
Predictive Analytics in a Pulp Mill using Factory Automation Data - Hidden Potential. 1014-1020 - S. Shishira, Vidyadhar Rao, Sithu D. Sudarsan:
Proximity Contours: Vision based Detection and Tracking of Objects in Manufacturing Plants using Industrial Control Systems. 1021-1026 - Farah Salah, Lauri Kuru, Riku Jäntti
Reliability and Availability Enhancements of the 5G Connectivity for Factory Automation. 1027-1032 - Tariq Al Balushi, Ayoub Al Hosni, Hashim Al Theeb Ba Omar, Dawood Al-Abri
A LoRaWAN-based Camel Crossing Alert and Tracking System. 1035-1040 - Dominik Flick, Sebastian Gellrich, Marc-André Filz, Li Ji, Sebastian Thiede
Conceptual Framework for manufacturing data preprocessing of diverse input sources. 1041-1046 - Hailong Huang
Control of a Novel Parcel Delivery System Consisting of a UAV and a Public Train. 1047-1050 - Alessandro Brusaferri
Day ahead electricity price forecast by NARX model with LASSO based features selection. 1051-1056 - Felix Uster, Dirk Timmermann:
Decentral Load Control for Grid Stabilization. 1057-1064 - Zheng Ma
Distributed Energy Resource Adoption for Campus Microgrid. 1065-1070 - Mauricio de Castro Tomé
Flexible event-driven measurement technique for electricity metering with filtering. 1071-1076 - Mengmeng Yu, Seung Ho Hong, Xiongfeng Zhang, Junhui Jiang
Incentivizing Strategy for Demand Response Aggregator Considering Market Entry Criterion: A Game Theoretical Approach. 1077-1082 - Eemil Lagerspetz
MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. 1083-1090 - Honglin Wen, Jie Gu, Jinghuan Ma, Zhijian Jin:
Probabilistic Wind Power Forecasting via Bayesian Deep Learning Based Prediction Intervals. 1091-1096 - Subash Humagain, Roopak Sinha:
Routing Autonomous Emergency Vehicles in Smart Cities Using Real Time Systems Analogy: A Conceptual Model. 1097-1102 - Abinet Tesfaye Eseye
Short-term Forecasting of Electricity Consumption in Buildings for Efficient and Optimal Distributed Energy Management. 1103-1110 - Thiago C. Jesus
Wireless visual sensor networks redeployment based on dependability optimization. 1111-1116 - Birgit Vogel-Heuser, Frieder Loch, Sarah I. Hofer
Analyzing Students' Mental Models of Technical Systems. 1119-1125 - Guido Benetti, Gianluca Roveda, Davide Giuffrida, Tullio Facchinetti:
Coderiu: a cloud platform for computer programming e-learning. 1126-1132 - Maximilian Zarte, Jeffrey Wermann, Philipp Heeren, Agnes Pechmann
Concept, Challenges, and Learning Benefits Developing an Industry 4.0 Learning Factory with Student Projects. 1133-1138 - Elena Mäkiö-Marusik, Freeha Azmat, Bilal Ahmad, Robert Harrison, Armando Walter Colombo:
Evaluation Instrument for Engineering Modules and Courses. 1139-1144 - Timothy Hatchard, Freeha Azmat, Mohammad Al-Amin, Zeina Rihawi, Bilal Ahmed, Alaa Alsebae
Examining Student Response to Virtual Reality in Education and Training. 1145-1149 - Niko Nevaranta
Interactive Learning Material for Control Engineering Education Using Matlab Live Scripts. 1150-1154 - Mikko Nykyri
IoT Demonstration Platform for Education and Research. 1155-1162 - Aydin E. Homay
A Survey: Microservices Architecture in Advanced Manufacturing Systems. 1165-1168 - Per Lindgren, Nils Fitinghoff, Jorge Aparicio Rivera:
Cargo-call-stack Static Call-stack Analysis for Rust. 1169-1176 - Bryan Stefan Galani Pernambuco, Cristiano Rafael Steffens, Adriano Velasque Werhli, Silvia Silva da Costa Botelho:
Data Analysis Tool and Image Acquisition System for Linear Arc Weld Deposition Evaluation. 1177-1184 - Reuben Borrison, Benjamin Klöpper, Jennifer Mullen:
Data Preparation for Data Mining in Chemical Plants using Big Data. 1185-1191 - Sasanka Potluri, Christian Diedrich, Sai Ram Roy Nanduru, Kishore Vasamshetty:
Development of Injection Attacks Toolbox in MATLAB/Simulink for Attacks Simulation in Industrial Control System Applications. 1192-1198 - Aydin E. Homay
Granularity Cost Analysis for Function Block as a Service. 1199-1204 - Vladimir Berezovsky
Performance and energy efficiency of the analysis of the growing synchrophasor in a high-perfomance computing environment. 1205-1210 - Michael Osadebey, Marius Pedersen, Dag Waaler:
Plant Leaves Region Segmentation in Cluttered and Occluded Images Using Perceptual Color Space and K-means-Derived Threshold with Set Theory. 1211-1216 - Stefan Biffl, Arndt Lüder, Felix Rinker
Quality Risks in the Data Exchange Process for Collaborative CPPS Engineering. 1217-1224 - Aris S. Lalos, Evangelos Vlachos, Kostas Berberidis, Apostolos P. Fournaris, Christos Koulamas
Robust and Efficient Privacy Preservation in Industrial IoT via correlation completion and tracking. 1225-1228 - Arndt Lüder, Konstantin Kirchheim, Johanna-Lisa Pauly, Stefan Biffl, Felix Rinker
Supporting the Data Model Integrator in an Engineering Network by Automating Data Integration. 1229-1234 - Xulong Wang, Jun Qi, Yun Yang
A Survey of Disease Progression Modeling Techniques for Alzheimer's Diseases. 1237-1242 - Zhijie Zhang, Wenbin William Dai, Zhongxiu Xie, Wenjin Wang, Wei Wang:
A Hybrid Evaluation System for Facial Paralysis Rehabilitation based on Machine Learning and Doctor Experience. 1243-1248 - Miguel Martínez-García, Yu Zhang
Measuring System Entropy with a Deep Recurrent Neural Network Model. 1253-1256 - Milutin Pajovic, Philip V. Orlik, Toshihiro Wada, Tomoki Takegami:
A Data-Driven Method for Predicting Capacity Degradation of Rechargeable Batteries. 1259-1265 - Yu-Lin Liang, Chih-Chi Kuo, Chun-Cheng Lin:
A Hybrid Memetic Algorithm for Simultaneously Selecting Features and Instances in Big Industrial IoT Data for Predictive Maintenance. 1266-1270 - Yizhen Peng, Yu Wang, Tommy W. S. Chow:
Adaptive Remaining Useful Lifetime Prediction of Magnetic Head under Varying Stress Conditions. 1271-1274 - Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He:
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. 1275-1278 - Jonathan Manrique Garay, Christian Diedrich:
Analysis of the applicability of fault detection and failure prediction based on unsupervised learning and Monte Carlo simulations for real devices in the industrial automobile production. 1279-1284 - Paul Wunderlich
Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction. 1285-1290 - Iris Weiß, Andreas Hanel, Emanuel Trunzer
Data-Driven Condition Monitoring of Control Valves in Laboratory Test Runs. 1291-1296 - Christian Reich, Christina Nicolaou, Ahmad Mansour, Kristof Van Laerhoven:
Detection of Machine Tool Anomalies from Bayesian Changepoint Recurrence Estimation. 1297-1302 - Yichuan Fu
Fault Classification in Wind Turbines Using Principal Component Analysis Technique. 1303-1308 - Yajie Zhang, Yaqiong Lv
Intelligent Logistics Supplier Selection Based On Improved Agglomerative Hierarchical Clustering Algorithm. 1309-1314 - Oluseun Omotola Aremu
Kullback-Leibler Divergence Constructed Health Indicator for Data-Driven Predictive Maintenance of Multi-Sensor Systems. 1315-1320 - Oluseun Omotola Aremu
Machine Learning-Based Embedding for Discontinuous Time Series Machine Data. 1321-1326 - Marcel Hildebrandt, Mohamed Khalil, Christoph Bergs, Volker Tresp, Roland Wüchner
Remaining Useful Life Estimation for Unknown Motors Using a Hybrid Modeling Approach. 1327-1332 - Reihane Rahimilarki, David Zhiwei Gao
Time-series Deep Learning Fault Detection with the Application of Wind Turbine Benchmark. 1337-1342 - Sugyan Kumar Mishra, Ramzi A. Haraty, Narayan C. Debnath, Anirban Sarkar:
A Hypergraph Coloring Based Modelling of Service Oriented System. 1349-1350 - Indranil Roy
Efficient Any Source Overlay Multicast In CRT-Based P2P Networks - A Capacity-Constrained Approach. 1351-1357 - Giridhar Maji
Pixel Value Difference Based Image Steganography with One Time Pad Encryption. 1358-1363 - Amit Kr Mandal, Agostino Cortesi
Things as a Service: Service model for IoT. 1364-1369 - Huiying Zhou, Honghao Lv
An IoT-Enabled Telerobotic-Assisted Healthcare System Based on Inertial Motion Capture. 1373-1376 - Anum Masood
Automatic Computer Aided System for Lung Cancer in Chest CTs Using MD-RFCN Combined with Tri-Level Region Proposal Network. 1377-1380 - Wenzhao Shao, Po Yang, Yun Yang
Ensemble of Receptive Fields for Training Central-Focused Convolutional Neural Networks. 1381-1386 - Gerasimos Kalouris, Evangelia I. Zacharaki, Vasileios Megalooikonomou:
Improving CNN-based activity recognition by data augmentation and transfer learning. 1387-1394 - Hibat-Allah Ounifi, Abdelouahed Gherbi
A Deep Neural Network based Approach to Energy Efficiency Analysis for Cloud Data Center. 1397-1404 - Yulia Berezovskaya
A hybrid fault detection and diagnosis method in server rooms' cooling systems. 1405-1410 - Anuroop Desu, Udaya Puvvadi, Tyler Stachecki, Shane Case, Kanad Ghose:
AC vs. Hybrid AC/DC Powered Data Centers: A Workload Based Perspective. 1411-1418 - Bharath Ramakrishnan
Characterization of Liquid Cooled Cold Plates for a Multi Chip Module (MCM) and their Impact on Data Center Chiller Operation. 1419-1424 - Rickard Brännvall
Digital Twin for Tuning of Server Fan Controllers. 1425-1428 - Minato Omori, Yusuke Nakajo, Minami Yoda, Yogendra Joshi, Hiroaki Nishi
Energy-Efficient Task Distribution Using Neural Network Temperature Prediction in a Data Center. 1429-1434 - Udaya Puvvadi, Anuroop Desu, Tyler Stachecki, Sami Alkharabsheh, Kanad Ghose
Flow Disruptions and Mitigation in Virtualized Water-Cooled Data Centers. 1435-1442 - Sebastian Fredriksson, Jonas Gustafsson
Integrated thermal management of a 150kW pilot Open Compute Project style data center. 1443-1450 - Wenjing Yuan, Jingjing Cao, Zeyi Jin, Fei Xia, Ran Wang:
A Multi-resident Activity Recognition Approach based on Frequent Itemset Mining Features. 1453-1458 - Xinxiang Zhang, Ye Wang
Bend Detection of Bridge Chords in UAV Images via Region-Based Deep Semantic Segmentation Network. 1459-1463 - Haijun Zhang, Donghai Li, Yuzhu Ji, Haibin Zhou, Weiwei Wu:
Deep Learning-based Beverage Recognition for Unmanned Vending Machines: An Empirical Study. 1464-1467 - Han Wang, Ye Wang
English Out-of-Vocabulary Lexical Evaluation Task. 1468-1472 - Yu Wang, Shan Jiang, Long He, Yizhen Peng, Tommy W. S. Chow:
Hard Disk Drives Failure Detection Using A Dynamic Tracking Method. 1473-1477 - Choujun Zhan, Xiaoting Zhong, Qizhi Zhang, Mingbo Zhao, Yu Wang:
Modelling for Dynamic Growth of User Population of Products and Services. 1478-1482 - Xiaolei Lu
Piecewise Large Margin Learning for Partially Annotated Sequences. 1483-1487 - Mingbo Zhao, Yue Zhang, Xue-Song Tang:
Sub-Graph Regularization for Scalable Semi-supervised Classification. 1488-1491 - Marcel Müller, Daniel Behnke, Patrick-Benjamin Bok, Manuel Peuster, Stefan Schneider, Holger Karl:
5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. 1495-1500 - Md. Ibrahim Mamun
AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach. 1501-1506 - Liu Liu
Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring. 1507-1510 - Jaewook Lee, Joonwoo Kim, Sangheon Pack, Haneul Ko:
Dependency-Aware Task Allocation Algorithm for Distributed Edge Computing. 1511-1514 - Md. Ibrahim Mamun
Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network. 1515-1520 - E. Jubin Sebastian, Axel Sikora, Manuel Schappacher, Zubair Amjad:
Test and Measurement of LPWAN and Cellular IoT Networks in a Unified Testbed. 1521-1527 - Heung Seok Lee, Kyu-Han Kim, Jung-Hwan Kim, June Ho Park:
A Frequency control using multiple BESS in islanded Microgrid. 1531-1535 - Sergey K. Andryushkevich, Serge P. Kovalyov
Composition and Application of Power System Digital Twins Based on Ontological Modeling. 1536-1542 - André Dionísio Rocha
Agent-based Plug and Produce Cyber-Physical Production System - Test Case. 1545-1551 - Lucas Sakurada
Deployment of Industrial Agents in a Smart Parking System. 1552-1557 - Chandan Sharma
IASelect: Finding Best-fit Agent Practices in Industrial CPS Using Graph Databases. 1558-1563 - Luis Ribeiro, Martin Hochwallner:
Time-related Constraints in Administration Shell Design within Cyber-physical Production Systems. 1564-1569 - Rita Pinto, João Pereira
A Discussion about the Implementation of a WSN to Industry 4.0 based on the IEEE 1451 Standard. 1573-1578 - Jan Long, Sam Matsumoto:
Cryptographic Strength and Machine Learning Security for Low Complexity IoT Sensors. 1579-1584 - Marco Carratù
Energy characterization of attitude algorithms. 1585-1590 - Zheng Jun Chew
Energy Harvesting Powered Wireless Sensor Nodes With Energy Efficient Network Joining Strategies. 1591-1595 - Janne Luukkaa, Arto Visala, Panu Harmo, Mirja Salkinoja-Salonen:
Internet of Things for Indoor Air Quality Measurements. 1596-1600 - Johannes Meyer
Probabilistic Geomagnetic Fingerprinting for Low-Power Orientation Estimation utilising Geometric Models. 1601-1606 - Carmen Alfaro-Isac
Data-driven modeling of semi-batch manufacturing: a rubber compounding test case. 1609-1614 - Giacomo Angione, Cristina Cristalli, José Barbosa
Integration Challenges for the Deployment of a Multi-Stage Zero-Defect Manufacturing Architecture. 1615-1620 - Sebastian Zambal, Christoph Heindl
Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics. 1621-1626 - Ismael Viejo Monge
Reduced order models for uncertainty management and zero-defect control in seal manufacturing. 1627-1630 - Olga S. Timofeeva, Yuriy S. Andreev, Eugeny I. Yablochnikov:
Simulation of injection molding process and 3D-printing of forming parts for small-batch production. 1631-1637 - Amirreza Baghbanpourasl, Edwin Lughofer, Pauline Meyer-Heye, Helmut Zörrer
Virtual Quality control using bidirectional LSTM networks and gradient boosting. 1638-1643 - Cristina Bengoechea-Cuadrado
Virtual Sensor Development Based on Reduced Order Models of CFD Data. 1644-1648 - Hailong Huang
When Drones Take Public Transport: Towards Low Cost and Large Range Parcel Delivery. 1657-1660 - Vladimir V. Kureichik
A fuzzy maximum dynamic flow model for emergency building evacuation. 1663-1667 - Alexander N. Tselykh
Knowledge discovery model based on the effective control theory for decision support systems. 1668-1673 - Alexey Samoylov, Yuri Borodyansky, Andrei Kostyuk
Mobile-cloud data processing system on digital images. 1674-1678 - Gennady E. Veselov, Andrey A. Sklyarov, Valeriy Vyatkin:
Non-linear control of a group of tracked robots. 1679-1684 - Marcel Otte, Sebastian Rohjans, Filip Pröstl Andrén
Applying Machine Learning Concepts to Enhance the Smart Grid Engineering Process. 1687-1693 - Abinet Tesfaye Eseye
Day-ahead Prediction of Building District Heat Demand for Smart Energy Management and Automation in Decentralized Energy Systems. 1694-1699 - Tiantian Cai, Yuanyuan Liu, Zhiwei He, Mingyu Gao, Jingbiao Liu:
SOC estimation of Lithium-ion battery based on an Extended H-infinity filter. 1700-1705 - Xiaohan Qin, Mingyu Gao, Zhiwei He, Yuanyuan Liu:
State of Charge Estimation for Lithium-Ion Batteries Based on NARX Neural Network and UKF. 1706-1711 - Bruno J. Silva
An Approach to Improve Location Accuracy in Non-Line-of-Sight Scenarios using Floor Plans. 1715-1718 - Yuanzhen Liu
Approaches for Best-Effort Relay-Resistant Channels on Standard Contactless Channels. 1719-1724 - Lehlogonolo Ledwaba
Developing a Secure, Smart Microgrid Energy Market using Distributed Ledger Technologies. 1725-1728 - Massimo Ballerini, Tommaso Polonelli, Davide Brunelli
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications. 1729-1732 - Yuemeng Li, Hairong Yan, Yuefei Zhang:
A Deep Learning Method for Material Performance Recognition in Laser Additive Manufacturing. 1735-1740 - Luca Leonardi, Mohammad Ashjaei, Hossein Fotouhi, Lucia Lo Bello
A Proposal Towards Software-Defined Management of Heterogeneous Virtualized Industrial Networks. 1741-1746 - Filippo Battaglia
A scalable approach for periodic traffic scheduling in IEEE 802.15.4-DSME networks. 1747-1750 - Yi Deng, Ming Zhan, Meng Wang, Chao Yang, Xiaohong Luo, Jie Zeng, Jing Guo:
Comparing Decoding Performance of LDPC Codes and Convolutional Codes for Short Packet Transmission. 1751-1755 - Francesco Branz
Embedded systems for time-critical applications over Wi-Fi: design and experimental assessment. 1756-1759 - Michael Sollfrank, Frieder Loch, Birgit Vogel-Heuser:
Exploring Docker Containers for Time-sensitive Applications in Networked Control Systems. 1760-1765 - Qian Wang, He Chen, Yonghui Li, Zhibo Pang, Branka Vucetic
Minimizing Age of Information for Real-Time Monitoring in Resource-Constrained Industrial IoT Networks. 1766-1771 - Yongkui Liu, Lin Zhang, Lihui Wang
A framework for scheduling in cloud manufacturing with deep reinforcement learning. 1775-1780 - Xiao Luo, Fan Pan, Lin Zhang, Lei Ren, Guoqiang Shi, Liqin Guo, Tingyu Lin:
Study of 3D Printing Model Aggregation and Retrieval Mechanism in Cloud Manufacturing. 1781-1786 - Chang-Yi Cheng, Jia-Sheng Hu, Min-Fu Hsieh
Analysis and Implementation of Novel Energy Management System for Electric Vehicles. 1789-1794 - Ta Duong, Ketan Kumar Todi, Umang Chaudhary, Hong-Linh Truong
Decentralizing Air Traffic Flow Management with Blockchain-based Reinforcement Learning. 1795-1800 - Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar:
Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals. 1801-1806 - Ke Wang, Yi Lu Murphey, Yating Zhou, Xin Hu, Ximu Zhang:
Detection of driver stress in real-world driving environment using physiological signals. 1807-1814 - Marco Carratù
Self-alignment procedure for IMU in automotive context. 1815-1820 - Haitang Liu, Yanjun Fang:
Design of Distributed Curing Control System for Mass Concrete Pouring. 6213-628
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