Multi-Barrier Machine Chiller Loop
Notice bibliographique
Résumé
The team was asked with redeveloping the multi-barrier cooling system at Winpak Winnipeg to reduce shutdowns and downtime of the three multi-barrier machines used to produce plastic packaging. The current setup has each multi-barrier machine connected to its own chiller, meaning that when a chiller fails, the multi-barrier machine must cease operation. Three concepts were developed by the team, including a single-loop system, an interconnected system, and a backup chiller system. The concepts were compared using a series of weighted decision matrices, and the single-loop system was selected for recommendation. The new single-loop system increases system reliability by allowing all three multi-barrier machines to continue operation in the event of a single chiller failure. The new single-loop system has all three chillers supplying cold fluid to the communal cold pipe, which then splits into three smaller pipes, each one supplying a set of heat exchangers for a multi-barrier machine. The three sets of heat exchangers return the hot fluid to the communal hot pipe, which splits into three smaller pipes, each one returning fluid to a chiller. In the case of a single chiller failure, this system will continue working as two chillers have the required cooling capacity to cool three multi-barrier machines. The design meets or exceeds all specifications and constraints given by the client, such as the requirement for the design to meet code using black iron schedule 40 pipes, meet ISO standards, and other requirements set out in the needs and constraints section of the report. With a safety factor of 1.25, 103.9 ft of head is required at the chiller one pump, 68.9 ft of head at the chiller two pump, and 79.4 ft of head at the chiller three pump. By analytical calculations, it was determined that an additional 0.64 tonnes of refrigeration is required to offset the heat gained through the pipe. Each chiller should be capable of supplying 206.32 tonnes of refrigeration with the 80% chiller utilization assumption, and 257.9 tonnes of refrigeration with a safety factor of 1.25. The design will effectively eliminate the downtime of a multi-barrier machine due to a single chiller failure, which has historically been. At a conservative estimate of CAD per hour of lost revenue, this will save CAD during a future chiller failure. The design may prevent the additional side effects of a multi-barrier machine being shutdown abruptly such as lost energy, the generation of waste material, and possible damage to the multi-barrier machine due to overheating. This report contains the introduction to the problem, the concept selection justification, in-depth research of academic literature and industry solutions, detailed design specifications, a bill of materials, and renders of the 2D AutoCAD drawing of the facility with the new single-loop system implemented. Included with this report is a PowerPoint presentation of the project and a poster presentation.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,002 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,021 | 0,004 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».