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<h1 id="approfondimenti-tecnici-su-primo">Approfondimenti Tecnici su PRIMO</h1>
<hr />
<h2 id="introduzione-al-controllo-predittivo-mpc">Introduzione al Controllo Predittivo (MPC)</h2>
<p>Il <strong>controllo predittivo basato su modello</strong> (Model Predictive Control, MPC) è una tecnica avanzata di controllo che utilizza un modello matematico del sistema per prevedere il comportamento futuro e ottimizzare le azioni di controllo in tempo reale. A differenza dei controlli tradizionali, MPC calcola una sequenza ottimale di comandi considerando vincoli fisici e obiettivi prestazionali, aggiornando continuamente la strategia ad ogni passo temporale.</p>
<p>Questa metodologia è particolarmente utile in robotica per gestire sistemi complessi con più variabili, limiti operativi e necessità di precisione elevata.</p>
<hr />
<h2 id="cose-ros2-e-perche-sara-usato-su-primo">Cos’è ROS2 e perché sarà usato su PRIMO</h2>
<p><strong>ROS2</strong> (Robot Operating System 2) è un framework open-source per lo sviluppo di software robotico modulare, scalabile e distribuito. Offre strumenti e librerie per la comunicazione tra componenti, gestione dei dati, simulazione, e integrazione di sensori e attuatori.</p>
<p>Su PRIMO, ROS2 sarà adottato per:</p>
<ul>
<li>Facilitare l’integrazione di sensori e attuatori avanzati</li>
<li>Abilitare il controllo in retroazione (closed-loop) con feedback in tempo reale</li>
<li>Supportare lo sviluppo di funzionalità complesse come pianificazione, percezione e interfacce utente</li>
<li>Consentire una maggiore modularità e interoperabilità con altri sistemi robotici</li>
</ul>
<hr />
<h2 id="cenni-sulla-realta-aumentata-applicata-alla-robotica">Cenni sulla Realtà Aumentata Applicata alla Robotica</h2>
<p>La <strong>realtà aumentata</strong> (AR) consiste nell’integrare elementi digitali (grafica, dati, interfacce) direttamente nel campo visivo reale dell’utente. In robotica, l’AR può essere utilizzata per:</p>
<ul>
<li>Visualizzare in tempo reale lo stato del robot e i suoi parametri</li>
<li>Guidare l’operatore durante la calibrazione o la manutenzione</li>
<li>Offrire interfacce intuitive per la programmazione e il controllo</li>
<li>Sovrapporre traiettorie, aree di lavoro e modelli virtuali per migliorare la comprensione spaziale</li>
</ul>
<p>L’applicazione di AR su PRIMO punta a rendere più immediata e coinvolgente l’esperienza educativa e operativa.</p>
<hr />
<p><em>Questo documento fa parte della documentazione tecnica di PRIMO e contiene approfondimenti sulle tecnologie future e avanzate.</em></p>
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