Casing collapse risk assessment and depth prediction with a neural network system approach

Journal of Petroleum Science and Engineering

Volumn 69, Issue 1-2, 2009, Pages 156-162

  Salehi, Saeed ^a   Hareland, Geir ^b   Dehkordi, Keivan Khademi ^c   Ganji, Mehdi ^d   Abdollahi, Mahmoud ^d  

^a MISSOURI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (United States)

^b UNIVERSITY OF CALGARY   (Canada)

^c SCHLUMBERGER   (United States)

^d NISOC ^*  (Iran)

Author keywords

BPNN; GRNN; neural network system

Indexed keywords

BPNN; CASING DESIGN; ELASTIC EFFECTS; FIELD DATA; FIELD DEVELOPMENT; FINANCIAL DECISIONS; GRNN; NET RETURN; NEURAL NETWORK SYSTEM; NEURAL NETWORK SYSTEMS; RESERVOIR COMPACTION; WORKOVER;

OIL FIELDS; OIL WELL COMPLETION; RISK ASSESSMENT; RISK MANAGEMENT; RISK PERCEPTION; WELL WORKOVER; WELLS;

NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; DECISION MAKING; DRILLING; HYDROCARBON RESERVOIR; INVESTMENT; OIL FIELD; OIL PRODUCTION; OIL WELL; PARAMETERIZATION; PREDICTION; RISK ASSESSMENT; WELL COMPLETION;

ASIA; EURASIA; IRAN; MIDDLE EAST;

EID: 70349420805     PISSN: 09204105     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.petrol.2009.08.011     Document Type: Article

References (4)

1. Hareland G., and Salehi S. SPE, University of Calgary, "Wellbore Stability Analysis in UBD Wells of Iranian Fields". SPE 105155 (2007)
2. Nashavi I.S., and Sadiq T. Using neural network for prediction of formation fracture gradient. SPE/Pet. Soc. CIM 65463 (2000)
3. NISOC, "NISOC R&D Solutions Project #1, casing collapse (well integrity); Phase 1-concept & feasibility study", June 2005, Ahwaz, Iran.
4. Siruvuri, C., Samuel, R., Nagarakanti, S., 2006. Haliburton Digital and Consulting Solutions; Nabors Industries, "Stuck pipe prediction and avoidance: a convolutional neural network approach", IADC/SPE 98378.