← Engineering Intelligence

PEI Knowledge

Engineering knowledge, structured for application.

PEI organises petroleum engineering knowledge into a structured technical foundation covering principles, methods, equations, workflows, references and professional judgement.

The objective is not to accumulate information. It is to keep technical knowledge understandable, relevant and usable within its intended engineering context.

Knowledge foundation

Not a textbook. A structured technical foundation.

PEI is not intended to reproduce a university curriculum or function as a general petroleum engineering textbook. Its knowledge structure is organised around the technical material required to understand and support real engineering work.

A principle, equation, method or reference has value not simply because it exists, but because its technical purpose and conditions of use can be understood.

01

Engineering principles

Physical and engineering principles that explain how petroleum systems, reservoirs, wells and production systems behave.

Examples

  • Fluid flow through porous media
  • Pressure behaviour
  • Mass and material balance
  • Multiphase flow
  • Rock and fluid interaction
02

Engineering methods

Recognised analytical and computational methods used to investigate and evaluate petroleum engineering problems.

Examples

  • Analytical methods
  • Pressure transient analysis
  • Material balance
  • Nodal analysis
  • Reservoir simulation
03

Engineering workflows

Structured technical activities that organise how engineering knowledge is applied to recurring problems.

Examples

  • Well performance diagnosis
  • Reservoir characterisation
  • Well testing
  • Production optimisation
  • IOR & EOR screening
04

Engineering equations

Established equations and calculation relationships that provide the quantitative foundation for engineering analysis.

Examples

  • Darcy's Law
  • Productivity relationships
  • Pressure-transient equations
  • Material-balance equations
  • Flow and pressure relationships
05

Technical references

Recognised technical literature, standards, manuals and other reference material supporting petroleum engineering practice.

Examples

  • Technical literature
  • Industry publications
  • Engineering standards
  • Technical manuals
  • Professional references
06

Engineering judgement

Professional interpretation used to understand limitations, weigh technical considerations and determine what the available basis supports.

Examples

  • Assumption assessment
  • Technical interpretation
  • Uncertainty interpretation
  • Risk assessment
  • Decision recommendation

Knowledge governance

Technical knowledge needs a basis.

Petroleum engineering knowledge comes from many sources. PEI therefore considers the quality and suitability of technical material as part of maintaining a reliable knowledge foundation.

Authority

Technical material should come from recognised and appropriate sources for the subject being addressed.

Relevance

A technically authoritative source is not automatically relevant to every petroleum engineering problem.

Applicability

Knowledge must be considered in relation to the physical system, operating conditions and intended use.

Traceability

Important technical claims should retain sufficient provenance to identify their underlying source.

Version awareness

Standards, correlations, references and technical procedures can change and should be treated as controlled knowledge where appropriate.

Permitted use

Technical material should be used in accordance with applicable licensing, copyright, contractual and confidentiality requirements.

Lifecycle knowledge

Engineering knowledge follows the asset.

The technical knowledge relevant to an asset changes throughout its lifecycle. PEI therefore organises knowledge around the major stages of upstream petroleum engineering.

The lifecycle provides context for the type of technical knowledge required while allowing shared engineering principles to connect different disciplines.

01

Exploration

Petroleum-system, geological, geophysical and subsurface information used to identify and evaluate prospects.

02

Discovery & Appraisal

Well, log, core, fluid and pressure information used to evaluate a discovered accumulation.

03

Reservoir Characterisation

Integrated geological, petrophysical, fluid and reservoir engineering understanding of the reservoir.

04

Field Development

Reservoir and well knowledge used to evaluate development concepts, well strategies and production plans.

05

Well Planning & Drilling

Engineering knowledge applied to well objectives, trajectories, pressure regimes, drilling and well integrity.

06

Completion

Formation and well information applied to completion architecture, stimulation and production readiness.

07

Well Testing

Pressure and rate behaviour used to evaluate reservoir and well performance.

08

Production

Reservoir, wellbore, completion, artificial lift and surface knowledge applied to production performance.

09

Surveillance & Optimisation

Field performance knowledge used to diagnose behaviour, monitor changes and identify optimisation opportunities.

10

IOR & EOR

Reservoir behaviour, recovery mechanisms and technical knowledge used to evaluate improved recovery strategies.

Technical foundation

Grounded in recognised engineering practice.

The PEI knowledge foundation should draw from recognised petroleum engineering knowledge, appropriate industry practice, authorised field information and validated engineering work.

The appropriate source depends on the technical subject and intended use. A source should therefore be considered in its proper engineering context.

Knowledge sources

  • Recognised petroleum engineering literature
  • Professional engineering organisations
  • Industry standards and recommended practices
  • Established engineering textbooks and references
  • Validated engineering methods and correlations
  • Authorised field and laboratory data
  • Engineering records and technical studies

Knowledge discipline

Structure prevents careless use of technical knowledge.

Technical knowledge becomes unreliable when assumptions are presented as facts, generic values are treated as field data, or engineering methods are separated from their intended conditions.

A disciplined knowledge foundation keeps these distinctions explicit and makes technical material easier to use appropriately.

  • Engineering knowledge should be traceable to an appropriate technical basis.
  • Different engineering problems require different methods and technical references.
  • Equations and correlations should be associated with their assumptions and validity ranges.
  • Field evidence should not be silently replaced by generic textbook values.
  • Conflicting technical information should be recognised rather than silently discarded.
  • Material limitations should remain visible.
  • Technical knowledge should be organised for application rather than accumulated without purpose.

Knowledge boundaries

Knowing what general knowledge cannot answer.

Not every technical question can be answered from general engineering knowledge. Some problems require asset-specific measurements, laboratory work, specialist studies, additional testing or professional engineering judgement.

PEI should therefore distinguish established technical knowledge from asset-specific information and recognise when the available knowledge is insufficient for the question being considered.