## 5 Discussion: Industry 5.0 Framework and Complex Systems Simulations
### Examples of Applications Matching with Industry 5.0 Framework  
Table 8 indicates some examples of potential application fields and possible solutions for integrating the associated technologies into an Industry 5.0 scenario.  
\\begin{table}
\\begin{tabular}{c c c} \\hline \\hline
**Application Fields** & **Device Typology** & **Industry 5.0 Framework** \\\\ \\hline \\multirow{3}{*}{Telemedicine} & Platform based on & \\\\  & software enabling & \\\\  & communication between & \\\\  & doctors and patients & \\\\ \\hline \\multirow{3}{*}{Medical diagnostics} & Wearable systems and & An AI-based Point of Care (POC) platform \\\\  & medical images for & \\\\  & diagnostics & \\\\ \\hline \\multirow{3}{*}{Biomedicine} & \\multirow{3}{*}{Molecular microscope} & Systems of microscopes linked to provide in \\\\  & & new pharmacological solutions in short times \\\\  & & (precision medicine). \\\\ \\hline \\multirow{3}{*}{Nanomedicine} & Biocompatible & Adoption of innovative automated tools \\\\  & nanoparticles & focused on the execution of measurements in \\\\  & & nanomedicine. \\\\ \\hline \\multirow{3}{*}{Smart Cities} & Sensors detecting & Integrated sensor complex systems \\\\  & electrical power and & automatically enable public management \\\\  & environmental pollution & procedures. \\\\ \\hline \\multirow{3}{*}{Telecommunications} & \\multirow{3}{*}{Wireless systems} & A reconfigurable wireless network improves \\\\  & & transmission security between different nodes (AI-based algorithms define network \\\\  & & configuration). \\\\ \\hline \\multirow{3}{*}{Industrial Measurements Protocols} & \\multirow{3}{*}{Industrial IoT devices} & Adoption of innovative automated tools \\\\  & & focused on the execution of measurements of \\\\  & & production quality using AI automation. \\\\ \\hline \\multirow{3}{*}{Nanoelectronics} & \\multirow{3}{*}{Smart circuits} & Arrays of driven microcircuits providing \\\\  & & punctual data on a micrometer scale (very \\\\  & & accurate measurements). \\\\ \\hline \\multirow{3}{*}{Automotive} & Sensors improving & An AI system linked to the car motion control \\\\  & driving security & improves security. \\\\ \\hline \\multirow{3}{*}{Agriculture} & Field sensors detecting & Data fusion of spectral data and field data \\\\  & hydric stress & automate fertigation processes. \\\\ \\hline \\multirow{3}{*}{High Tech Manufacturing} & Optical and laser-based & Production lines controlled by a unique \\\\  & devices & platform which synchronizes production \\\\  & devices & machines (see example in Section 5.1). \\\\ \\hline \\multirow{3}{*}{Renewable energy} & Sensors reading electric & An AI-based network that correctly balances \\\\  & power & the energy in grid connections. \\\\ \\hline \\multirow{3}{*}{Industrial Robotics} & Sensors enabling control & AI-supervised and -unsupervised algorithms \\\\  & and actuation & could improve robotic control and \\\\  & & synchronization. \\\\ \\hline \\multirow{3}{*}{Logistics (services)} & GPS sensors & AI based platform predicts fleet maintenance \\\\  & and security by optimizing logistics services \\\\  & & (efficiency in transportation times, decrease of \\\\  & & fuel consumption, flux optimization based on \\\\  & & predictions, etc.). \\\\ \\hline \\multirow{3}{*}{Learning} & \\multirow{3}{*}{E-learning platforms} & AI based E-learning platform automatically \\\\  & optimizes the learning process. \\\\ \\hline \\hline \\end{tabular}
\\end{table}
Table 8: Examples of application fields matching with the Industry 5.0 framework.