Technology Update: Practical Application of Intelligent Technology in Low-Production Environments
Notice bibliographique
Résumé
Until recently, implementing intelligent-completion (IC) technology to optimize hydrocarbon production in land-based or shallow water, low-production environments has been economically prohibitive because of the cost of the required equipment compared to its return on investment. Alternatives now exist for reduced capital investment and operating costs, enabling operators to re-evaluate the economic feasibility of IC deployment in mature fields, large fields requiring pressure maintenance, secondary-/tertiary-recovery schemes, and multilayered fields. Approaches for moderate-return environments include an introductory-level option for ICs launched by WellDynamics that incorporates streamlined designs and the use of standard metallurgy. Proprietary SmartWell MC completion technology focuses on the ability to improve management of the recovery methods associated with enhanced oil recovery (EOR), providing real-time monitoring as well as zonal isolation and subsurface flow control in both vertical and horizontal well configurations. The use of this technology in EOR projects offers several benefits that promote enhanced recovery and improved economics, including enhanced recovery of individual layers through commingled production, improved pressure maintenance, controlled drawdown and fluid production from individual zones, and superior management of water cut. Open/close and choking versions of hydraulically actuated interval-control valves (ICVs) in a range of sizes, production and zonal-isolation packers, and modular gauge packages make up the MC line of technologies. The MC2 open/close ICV enables isolation of individual reservoir zones while the MCC ICV enables operators to choke or regulate injection/production by adjusting the valve through multiple incremental positions. Both MC ICVs accommodate a flow rate that exceeds 3,000 BOPD or 5 MMscf/D of gas and are equipped with corrosion-resistant coatings for downhole endurance. The valves can be used with either an automated or a manual control system to meet specific operational requirements. The MC production packer is a single-string, retrievable production packer rated at 5,000 psi for cased hole. The slipless MC isolation packer allows perforated intervals to be segregated in cased hole below a production packer, where tubing loads and pressure differentials are moderate. Eight control lines can be fed through each of the packers. Pressure and temperature-sensing capabilities supplement the MC series. These sensor packages are modular in construction, allowing for adaptation to a multitude of tubing sizes, without altering the primary packaging configuration. Application in Swan Hills EOR Project SmartWell MC products were installed by Devon Energy in a miscible-solvent injection well within the Swan Hills Unit No. 1 oil field, located in north-central Alberta, approximately 120 miles from Edmonton. Devon has been the operator through almost all of the field's life and has taken it through primary, secondary, and tertiary recovery. The chief motivating factors for installing the equipment in this development were the opportunities to reduce well intervention and to accelerate the injection schedule associated with a single well. Considerable workover activity to manage the injection profile had already occurred in the trial well, which was judged to be a particularly risky workover candidate because of issues associated with corrosion, injection debris, and risks to cement integrity caused by frequent acid stimulation.
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 | 0,003 | 0,005 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,002 | 0,005 |
| Science ouverte | 0,002 | 0,001 |
| Intégrité de la recherche | 0,003 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,031 | 0,021 |
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 ».