Lean Six Sigma e apprendimento automatico per l'ottimizzazione
Language: Italian
Published by Edizioni Sapienza Jun 2026, 2026
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 43.18
Quantity: 2 available
Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -Lo sfruttamento del petrolio pesante presenta notevoli sfide energetiche e operative a causa dell'elevata viscosità, che incide direttamente sull'efficienza dei processi di recupero termico. Nel giacimento di Tsimiroro, in Madagascar, una previsione accurata della viscosità è fondamentale per ottimizzare l'iniezione di vapore e mitigare gli eccessivi sprechi energetici. Questo studio adotta la metodologia Lean Six Sigma come quadro strutturato per eliminare i Mudas operativi (rifiuti) legati al consumo eccessivo di vapore. È stato sviluppato un quadro predittivo basato sull'apprendimento automatico, confrontando sei architetture distinte: regressione lineare, regressione polinomiale di secondo grado, Support Vector Machine (SVM), rete neurale artificiale (ANN), foresta casuale e XGBoost. I risultati dimostrano che mentre il modello polinomiale raggiunge un'elevata precisione statistica (R = 0,995, RMSE = 154,62 cSt), l'architettura della rete neurale artificiale offre una robustezza superiore (R = 1.000, RMSE = 154,62 cSt) nell'acquisizione di comportamenti termici non lineari complessi. XGBoost e Random Forest mostrano prestazioni competitive con valori R rispettivamente di 0,90 e 0,91, mentre SVM mostra gli errori di previsione più elevati (RMSE ¿ 780 cSt). 56 pp. Italienisch. …
Seller Inventory # 9786630128079
- Title
- Lean Six Sigma e apprendimento automatico per l'ottimizzazione
- Author
- Randrianasolo Rinah
- Publisher
- Edizioni Sapienza Jun 2026
- Publication year
- 2026
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- Italian
- ISBN 10
- 6630128079
- ISBN 13
- 9786630128079
- Item weight
- 102 grams
- Dimensions
- 220x150x4 mm
"Synopsis" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
Shipping rates from Germany to U.S.A.
| Item | 5 to 15 business days | 5 to 15 business days |
|---|---|---|
| First item | £ 19.72 | £ 19.72 |
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BuchWeltWeit Ludwig Meier e.K.
Germany
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