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GCRI · صنعت پیشرفته و رباتیک

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Materials science and chemistry decide what industry can make, how durable products are and what can be recycled. In this field they cover new materials, additive manufacturing feedstocks, recyclability and the chemistry of industrial pollution.

02Application

What materials science and chemistry does here.

Materials science and chemistry study the composition, structure and properties of substances and how they react and degrade. They inform the safety of industrial processes, the durability of infrastructure and the availability of critical materials. In industry and robotics, work and skills and trade, resources and supply chains, materials and chemical knowledge supports hazard classification, infrastructure lifetime assessment and substitution planning for scarce inputs. It links industrial accidents and pollution to health and supply chain risk. The canonical description is on STEM Commons.

Material qualification

New alloys, composites and polymers are tested for strength, fatigue, corrosion and processing behaviour under the conditions of each application before use.

Design for recycling

Material combinations and joining methods are chosen so that products can be disassembled and their materials recovered at good quality.

Powder quality for additive manufacturing

Metal powders are characterised for size, shape and contamination because these properties control the quality of printed parts.

03پایش

Field sampling.

The screen a team would use to follow this method: its measures, states and decisions. Names are examples and values are illustrative.

Field sampling

Industry and robotics · Materials science for industry · Run R-3610

Three sites overdueGCRI · صنعت پیشرفته و رباتیک

Sampling sites

red: result above guideline

Circle size: exposure value · exampleN

Latest results

S-57Overall1.68نزدیک
S-19Robot11.25Below
S-60انرژی10.89Above
S-24Waste7.48Above

Trend at selected site

Field sampling: the screen’s structure, terms and states for Industry and robotics.نام‌ها نمونه و مقادیر تبیینی‌اند؛ طرحی است، نه سابقه یا سامانهٔ زنده.
04داده

What the method consumes.

Datasets and records used by materials science and chemistry on this platform, with the role each plays and the label its values carry. Sources are listed in the source register.

دادهنقشبرچسب
Material test resultsQualificationمشاهده‌شده
Materials databasesویژگی‌هاگزارش‌شده
Recycling yield dataRecoveryمشاهده‌شده
05شبیه‌ساز

یک شوک در اقتصادی مبتنی بر داده‌ستانده.

A loss of output in one sector propagates through the technical coefficients to its suppliers and customers, and recovers at the rate you set; the coefficients are teaching values, not national accounts. Teaching model with stated illustrative values, not a prediction.

کنترل‌ها

بخش آسیب‌دیدهٔ نخست (جایگاه در فهرست)
0
اندازهٔ شوک
30٪ از تولید آن
مدت شوک
30 days
نرخ بازیابی
0.08 در روز
روزهای شبیه‌سازی‌شده
180 days

خوانش‌ها

تولید ازدست‌رفته در طول اجرا
0.76% of a year’s output
کل نسبت به مستقیم (ضریب فزاینده)
1.80 times
بیشترین بخش دیگر متأثر
خدمات
اوج ناکارآمدی آن
5.5%
رقم‌ها، روش‌ها و منابع
بخشاوج ناکارآمدی (٪)وزن خروجی (٪)
کشاورزی32.5015.9
انرژی0.9621.7
تولید0.598.2
حمل‌ونقل و بنادر1.0713.4
تجارت0.6417.2
خدمات5.4523.5

روش‌ها

  1. تحلیل داده‌ستانده Leontief (1936); Miller and Blair (2009), Input-Output Analysis, Cambridge University Press
  2. مدل داده‌ستانده ناکارآمدی Haimes and Jiang (2001), Journal of Infrastructure Systems 7
  3. ناکارآمدی پویا و بازیابی Lian and Haimes (2006), Systems Engineering 9
  4. بادبزن عدم قطعیت (مونت‌کارلوی پارامتری) Spiegelhalter, Pearson and Short (2011), Visualising uncertainty about the future, Science 333
  5. حساسیت‌سنجی تک‌متغیره (تورنادو) Saltelli and others (2008), Global Sensitivity Analysis: The Primer, Wiley

داده

The model runs on the teaching values set by the controls. To calibrate it for a place, read it against these admitted layers and series, which this page’s map can draw:

  • بنادر دریایی Natural Earth
  • تنگه‌های دریایی راهبردی Nexus (named straits and canals at their published coordinates)
  • راه‌آهن Natural Earth
  • جاده‌های اصلی Natural Earth
یک شوک در یک اقتصاد داده–ستانده. مدل آموزشی تصویری: بر پایهٔ مقادیر تعیین‌شده با کنترل‌ها اجرا می‌شود، نه داده‌های اندازه‌گیری‌شده. روش‌ها: تحلیل داده–ستانده (Leontief (1936); Miller and Blair (2009), Input-Output Analysis, Cambridge University Press)؛ مدل داده–ستانده ناکارآمدی (Haimes and Jiang (2001), Journal of Infrastructure Systems 7)؛ ناکارآمدی پویا و بازیابی (Lian and Haimes (2006), Systems Engineering 9).
06اعتبارسنجی

How results are checked.

Measurements are traceable to reference materials and verified through interlaboratory comparison. Simulations are benchmarked against experimental data.

بررسیHow it is done
RepeatabilityMaterial tests are repeated across batches
Standard test methodsTests follow recognised standards
End-of-life verificationRecyclability claims are checked with recyclers

Laboratory ageing tests may not reproduce long-term field conditions. Combined exposures and novel substances lack characterisation.

07روش‌ها و شواهد

How materials science for industry is modelled, measured and tested.

مدل، مفروضات، داده‌ها و عدم قطعیت آن، به شکلی که دانشمند یا مهندس بررسی می‌کند. ساختارها از روش‌های منتشرشده پیروی می‌کنند. مقادیر ترسیم‌شده تبیینی‌اند، نه یافته.

مدل سامانه

The couplings between the systems in materials science for industry: signs of influence, a reinforcing and a balancing loop, and cross-links where stress jumps.

++−++صنعتکارتجارتاجتماع‌هااقتصادR تقویتیتوازن B
Causal loop diagram from the page’s systems; signs show the direction of influence. Illustrative structure for a system dynamics or network model, not estimated couplings.
اصول راهنمای FAIR · GO FAIR و FORCE11W3C PROV · کنسرسیوم وب جهانیGuidance on consistent treatment of uncertainties · IPCCCEOS Analysis Ready Data · Committee on Earth Observation Satellites
08Connections

Topics that rely on this method.

09تولیت

Who maintains the method.

Advanced Industry and Robotics stewards materials science and chemistry for the Consortium and reviews how it is applied across platforms.

10پرسش‌ها

پرسش و پاسخ.

What are the limits of materials science and chemistry in this field?
Laboratory ageing tests may not reproduce long-term field conditions. Combined exposures and novel substances lack characterisation.
How are results checked?
Measurements are traceable to reference materials and verified through interlaboratory comparison. Simulations are benchmarked against experimental data.
Are the values on this page real?
The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method’s use, not a run; no result is reported here.
Where else is this method applied?
رصدخانهٔ canonical method page lists every platform that applies it.
گزارش‌هامشارکت

شواهد را از همین صفحه ارسال کنید.

گزارش‌ها is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

GCRIصنعت پیشرفته و رباتیکفناوری نماییریسک و تاب‌آوری بخشی جهانی
صنعت پیشرفته و رباتیک

یک روش، یک مجموعه‌داده یا یک پرسش بیاورید.

اطلاعات و درخواست‌ها امروز باز است. هر درخواست یک شمارهٔ پیگیری می‌گیرد و گام بعدی را مشخص می‌کند؛ درخواست‌های عضویت، پرداخت‌ها، تخصیص رایانش و ثبت‌نام‌ها تنها زمانی باز می‌شوند که تیم، شرایط و ظرفیت داوری آن‌ها فراهم باشد.