Expert systems for materials selection or tailoring in the ... · Material Selection for OWT Slide...

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Expert systems for materials selection or tailoring in the design of O&G equipment Salimon A., National University of Science and Technology “MISiS”, Center for Composite Materials

Transcript of Expert systems for materials selection or tailoring in the ... · Material Selection for OWT Slide...

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Expert systems for materials selection or

tailoring in the design of O&G equipment

Salimon A., National University of Science and Technology “MISiS”,

Center for Composite Materials

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Ashby’ method in material selection.

Performance analysis

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Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A

Materials are interesting as the combination of useful consumer properties - attributes.

Materials can’t be separated from their available Shapes and applicable Processes a) to produce (synthesize); b) to shape; c) to join (assembly); d) to finish.

Optimal rational selection of a Material for an Application (a component) starts form the analysis of Function, Objective and Constraints.

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Ashby’ method in material selection.

Performance analysis

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Function What does component do ?Examples: Withstand concentrated or distributed load (force), conduct electric current, insulates volume from heat fluxes etc.

Objective What is to be maximized or minimized?Examples: Minimize cost, mass, eco-impact; maximize safety, energy content, service life.

Constraints a) What are non-negotiable conditions to be satisfied? b) What are compromise or desirable conditions?

Examples: a) Geometry specified, service temperature or medium;

b) stiffness, strength, cost.

Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A

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Slide 4Expert systems based on DB applications

Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A

All Materials in DB

Filtering (applying non-negotiable

constraints)

Ranking (by material indices)

Expertize and testing

Final Choice

Number of

candidates

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Slide 5

Material Selection for OWT

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Slide 6

Material Selection for OWT

Function OWT – strong support loaded in expansion

Objective (possible) а) min cost; b) min mass; c) mах service life;

d) mах length for deep wells.

Constraints a)Operational temperature at least +150 С, +200 С, +300

С … Medium pH 2…12, organic solvents, H2S, СО2 Abrasive wear,

cavitation … Low temperature resistance -60 С Geometry specified

b) OWT must not failure under own weight and/or as a result of corrosion.

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Slide 7

Material Selection for OWT. Minimal Cost

Strength over unit

cost.

No filters for rigid

constraints.

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Slide 8

Material Selection for OWT. Minimal Cost

Strength over unit cost. Filtering

over durability in salt water, weak

acids and alkalis and organic

solvent.

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Slide 9

Material Selection for OWT. Minimal mass

Strength over unit

mass.

No filters for rigid

constraints.

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Slide 10

Material Selection for OWT. Minimal mass

Strength over unit mass.

Filtering over durability in

salt water, weak acids and

alkalis and organic solvent.

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Slide 11

Material Selection for OWT. Minimal mass

Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A

Strength over unit

mass at +200 C

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Modern materials for O&G equipment – real life and future

• Economical issues are currently dominating – mainly low alloyed and stainless

steels are applied worldwide, although with special coatings. Al alloys – limited

applications.

• Operational costs, logistics, special well conditions may put forward wider use of

Al alloys, start with Ti, Mg and Ni alloys and modern composites – GFRP and

CFRP based on PEEK and PPS, carbon-based materials.

• Principal trend - hybrid and composite materials purposely designed in

collaboration of designers and materials science engineers.

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Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A

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Thank you for attention !!!

Welcome to collaborate.

Acknowledgment to Granta Design, Cambridge, UK

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Expert systems for materials selection or tailoring in the design of O&G

equipment. Salimon A