Technological Innovation for Applied AI Systems 12th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2021, Costa de Caparica, Portugal, July 7–9, 2021, Proceedings

This book constitutes the refereed proceedings of the 12th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2021, held in Costa de Caparica, Portugal, in July 2021.*

The 34 papers presented were carefully reviewed and selected from 92 submissions. The papers present selected results produced in engineering doctoral programs and focus on technological innovation for industry and service systems. Research results and ongoing work are presented, illustrated and discussed in the following areas: collaborative networks; smart manufacturing; cyber-physical systems and digital twins; intelligent decision making; smart energy management; communications and electronics; classification systems; smart healthcare systems; and medical devices.

*The conference was held virtually.

Chapters “Characteristics of Adaptable Control of Production Systems and the Role of Self-organization Towards Smart Manufacturing” and “Predictive Manufacturing: Enabling Technologies, Frameworks and Applications” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Collaborative Networks.- AI and Simulation for Performance Assessment in Collaborative Business Ecosystems.- The Benefits of Applying Social Network Analysis to Identify Collaborative Risks.- A Mixed Method for Assessing the Reliability of Shared Knowledge in Mass Collaborative Learning Community.- Smart Manufacturing.- Characteristics of Adaptable Control of Production Systems and the Role of Self-Organization To-wards Smart Manufacturing.- Predictive Manufacturing: Enabling Technologies, Frameworks and Applications.- Control of Manufacturing Systems by HMS / EPS Paradigms Orchestrating I4.0 Components Based on Capabilities.- A Framework for Self-Configuration in Manufacturing Production Systems.- Cyber-Physical Systems and Digital Twins.- Verification of the Boundedness Property in a Petri Net-based Specification of the Control Part of Cyber-Physical Systems.- Collaborative Cyber-Physical Systems Design Approach: Smart Home Use Case.- Digital Twin for Supply Chain Master Planning in Zero-Defect Manufacturing.- Intelligent Decision Making.- Matheuristic Algorithms for Production Planning in Manufacturing Enterprises.- Assessment of Sentinel-2 Spectral Features to Estimate Forest Height with the New GEDI Data.- Assessing Normalization Techniques for TOPSIS Method.- How Can e-grocers Use Artificial Intelligence Based on Technology Innovation to Improve Supply Chain Management?.- A Conceptual Framework of Human-System Interaction Under Uncertainty-Based on Shadow System Perspective.- A New Challenge for Machine Ethics Regarding Decision-Making in Manufacturing Systems.- Smart Energy Management.- Towards a Hybrid Model for The Diffusion of Innovation in Energy Communities.- Towards Extension of Data Centre Modelling Toolbox with Parameters Estimation.- Power Transformer Design Resorting to Metaheuristics Techniques.- Communications and Electronics.- Detection of Signaling Vulnerabilities in Session Initiation Protocol.- Interference Power Characterization in Directional Networks and Full-Duplex Systems.- FEM-parameterized Sensorless Vector Control of PMSM Using High-Frequency Voltage Injection.- Classification Systems.- Deep Learning-Based Automated Detection of Inappropriate Face Image Attributes for ID Documents.- Automatic Cognitive Workload Classification Using Biosignals for Distance Learning Applications.- Design of an Attention Tool Using HCI and Work-Related Variables.- Smart Healthcare Systems.- Assessment of Visuomotor and Visual Perception Skills in Children: A New Proposal Based on a Systematic Review.- Benefits, Implications and Ethical Concerns of Machine Learning Tools serving Mental Health Purposes.- Multi-agent System Architecture for Distributed Home Health Care Information Systems.- Medical Devices.- Analysis of Electromyography Signals for Control Models of Power-Assisted Stroke Rehabilitation Devices of Upper Limb System.- AI-based Classification Algorithm of Infrared Images of Patients with Spinal Disorders.- Improvements on Signal Processing Algorithm for the VOPITB Equipment.- Pilot Study for Validation and Differentiation of Alveolar and Esophageal Air.- Application of Machine Learning Methods to Ra-man Spectroscopy Technique in Dentistry.- Gas Chromatography-Ion Mobility Spectrometry Instrument for Medical Applications: A Calibration Protocol for ppb and ppt Concentration Range.