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Ottimizzazione della produzione in sistemi energetici complessi: esperienze pratiche e prospettive

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10° Presentazione del workshop finale del progetto EFFICITY

Ottimizzazione della produzione in sistemi energetici complessi: esperienze pratiche e prospettive

Sito web del progetto: www.efficity-project.it

Published in: Technology
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Ottimizzazione della produzione in sistemi energetici complessi: esperienze pratiche e prospettive

  1. 1. Politecnico di Milano – Polo di Piacenza, 30 aprile 2019 Progetto Efficity (Bando Regione Emilia-Romagna DGR 1097/2015 - POR-FESR 2014-2020) EFFICITY: SISTEMI ENERGETICI EFFICIENTI PER DISTRETTI URBAINI INTELLIGENTI CONVEGNO CONCLUSIVO DEL PROGETTO Ottimizzazione della produzione in sistemi energetici complessi: esperienze pratiche e prospettive Matteo Pozzi – Optit srl
  2. 2. Matteo Pozzi – POLIMI - 30.04.2019 Il Progetto EFFICITY 2 Indice della presentazione 1. Optit in sintesi 2. Esperienze applicate nell’ambito dell’ottimizzazione dei sistemi co- trigenerativi 3. Linee di sviluppo
  3. 3. Matteo Pozzi – POLIMI - 30.04.2019 Il Progetto EFFICITY 3 Optit: integriamo modelli OR, data & computer science e consulting per mettere a disposizione del Business strumenti avanzati a supporto delle decisioni (DSS) Sviluppiamo soluzioni e servizi di analytics e ottimizzazione: Siamo specialisti di Ricerca Operativa Data scientist, Business consultants, IT professional Servizi di Consulenza a Bologna Software Factory a Cesena 30+ Fondata nel 2007 Spinoff accreditato dell’Università di Bologna Un team giovane ed altamente specializzato: tutte le risorse hanno un titolo di Laurea Magistrale o un PhD Collaboriamo con aziende di grandi dimensioni in diversi settori. 2 uffici in Emilia- Romagna Partecipiamo attivamente alla comunità scientifica con un ruolo riconosciuto nell’applicazione pratica di approcci innovativi
  4. 4. Matteo Pozzi – POLIMI - 30.04.2019 4 Un approccio trasversale e integrato all’Analytics e Ottimizzazione TRASFERIMENTO DI KNOW HOW A partire dalle esigenze espresse dal cliente, i nostri consulenti lo supportano nell’analisi e qualificazione dei temi di business da affrontare Siamo fortemente focalizzati sui dati (anche big data) I nostri consulenti utilizzano un approccio data-driven per conoscere e descrivere i fenomeni Combiniamo strumenti e metodologie di data mining, machine & deep learning, e soprattutto ottimizzazione per creare una completa «strategia di risoluzione» per il problema La nostra software factory è in grado di sviluppare e gestire un’ampia gamma di soluzioni IT, dalla «black box» al tool di analytics fino alla soluzione applicativa (web o desktop) di standard enterprise BUSINESS ISSUE & OBJECTIVE DATA MANAGEMENT MODELLAZIONE, ANALISI & OTTIMIZZAZIONE SOLUZIONE Optimisation Mining Machine learning Analytics
  5. 5. Matteo Pozzi – POLIMI - 30.04.2019 5 Un’offerta distintiva nel campo della District Energy Pianificazione ottimizzata dello sviluppo di reti di teleriscaldamento (sviluppo strategico e commerciale) Ottimizzazione della produzione di calore, energia e freddo in sistemi energetici moderni
  6. 6. Matteo Pozzi – POLIMI - 30.04.2019 6 Ottimizzazione operativa della produzione in sistemi energetici complessi … in pratica! La produzione di energia (calore, elettricità, freddo) in sistemi energetici complessi (energy- heat coupling) rappresenta una sfida di business considerevole: • Composizione degli impianti complessa e molto variegata • Variabilità della domanda (multi-vettore) • Vincoli tecnologici, normativi e operativi • Articolazione dei driver economici • Diversi di orizzonti di pianificazione • … con requisiti di business che evolvono nel tempo! Come operare (automatizzare) il Sistema per massimizzarne la marginalità?
  7. 7. Matteo Pozzi – POLIMI - 30.04.2019 7 Ottimizzazione operativa della produzione in sistemi energetici complessi: la soluzione Optit PLANT CONFIGURATION Input Principali moduliOutput DEMANDS FORECAST SHORT TERM PLANNING YEARLY PLANNING PLANT OPS DATA METEO DATA & FORECASTS • Budget • What-if analysis • Target PES Machines scheduling (heat, cold, electricity) MDP/MSD Previsione della domanda su base oraria PRICES & COSTS Planning Trading Engineering Management REAL TIME CONTROL Machines scheduling (heat, cold, electricity) MI
  8. 8. Matteo Pozzi – POLIMI - 30.04.2019 8 Ottimizzazione operativa della produzione in sistemi energetici complessi: la soluzione Il complesso bilanciamento tra User Experience, System Integration, Automatizzazione e performance integrata nei processi operativi
  9. 9. Matteo Pozzi – POLIMI - 30.04.2019 9 Ottimizzazione operativa della produzione in sistemi energetici complessi: i risultati Heat absorber CHP Units Chilling units Boilers
  10. 10. Matteo Pozzi – POLIMI - 30.04.2019 10 Strumenti potenti di analisi what-if a supporto di analisi strategiche e di investimento
  11. 11. Matteo Pozzi – POLIMI - 30.04.2019 11 Le linee di sviluppo in corso Miglioramento tecnologico Integrazione trading e.e. Supporto alle sfide 4DH • Refactoring soluzione su tecnologie di ultima generazione • Affinamento modelli e algoritmi di ottimizzazione e forecasting • Integrazione con sistemi di campo • Utilizzo dati in tempo reale per ri-ottimizzazioni in corso di giornata • Processi integrati per partecipazione a MSD, MI • Gestione UVAM • Heat-energy coupling • Progressiva integrazione di fonti alternative (waste heat, RES, …) • Reti a basse temperature/cooling • Integrazione con digitalizzazione della distribuzione e consumo
  12. 12. Matteo Pozzi – POLIMI - 30.04.2019 Il Progetto EFFICITY 12 GRAZIE PER L’ATTENZIONE Matteo Pozzi – Optit s.r.l. matteo.pozzi@optit.net Progetto EffiCity - Sistemi energetici efficienti per distretti urbani intelligenti www.efficity-project.it Efficity è un progetto co-finanziato dalla Regione Emilia-Romagna nell’ambito del Bando per progetti di ricerca industriale strategica in ambito energetico (DGR 1097/2015), emesso in attuazione al POR-FESR 2014-2020.

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