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Record W2487177563 · doi:10.2118/05-07-tn3

Best Method to Balance Torque Loadings on a Pumping Unit Gearbox

2005· article· en· W2487177563 on OpenAlex
O. L. Rowlan, J. N. McCoy, A. L. Podio

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Canadian Petroleum Technology · 2005
Typearticle
Languageen
FieldEngineering
TopicOil and Gas Production Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsSucker rodTorqueDynamometerLift (data mining)Artificial liftCrankControl theory (sociology)EngineeringPrime moverMechanicsMechanical engineeringComputer sciencePhysicsCylinderPetroleum engineering

Abstract

fetched live from OpenAlex

Abstract In general there are three methods available to the operator to determine the net torque loading on a pumping unit's gearbox. Two dynamic methods determine the instantaneous torque throughout the pumping cycle. Method 1 combines the measured surface dynamometer card and calculated torque factors with measured or calculated counterbalance moments from the crank and weights. Method 2 uses measured motor power with motor and drive efficiencies and the pumping unit speed to calculate gearbox torque. The third method combines the counterbalance effect (CBE) with the measured dynamometer loads and the torque factors to compute the net torque on the gearbox. The CBE test is a direct method of determining net gearbox torque at a specific crank position to estimate the maximum counterbalance moment. This static test is where the cranks and counterweights are held level until no upward or downward movement is noticed when the break is released. Field case studies applying all three methods to determining gearbox torque are presented in this paper. The pros and cons of using each method are discussed. Introduction The oldest and most common method of artificial lift used in producing oil wells is sucker rod pumping. In the United States and Canada, sucker rod lift is used in over 85% of artificial lift wells. The sucker rod lift system consists of four components:prime mover;pumping unit;counterbalance to the rod loading; and,sucker rods and associated downhole equipment. The function of the pumping unit is to convert the rotary motion of the prime mover to the vertical reciprocating motion of the polished rod. Therole of the prime mover is to furnish the necessary power to drive the system. To improve efficiency, reduce the size of the prime mover and gearbox, and to load the gearbox more uniformly, the sucker rod pumping mechanism is furnished with some type of counterbalance system, where the counterbalance effect at the polished rod is approximately equal to the buoyant weight of the rods plus half the fluid load on the plunger. Balanced or Unbalanced Gearbox Loading For each complete stroke, the net torque load on the gearbox is cyclic, usually having two maximum peaks and two minimum valleys. The peaks occur during the upstroke and the downstroke, and the valleys occur at the top and bottom of the stroke. For balanced operation, the magnitude of the peaks should be approximately equal. Pumping unit manufacturers use various types of counterbalancing and mechanical features to reduce the peak gearbox torque and to smooth out the cyclic effects of the load. The gearbox is said to be underbalanced or rod heavy if the upstroke peak is greater, whereas the gearbox is said to be overbalanced or weight heavy if the downstroke peak is greater. Since in a rotating system torque and power are directly related, the previous statements can be equally applied to the cyclic nature of the motor power developed during a complete stroke of the pumping unit.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.864
Threshold uncertainty score0.777

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.242
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it