AI Tools for Chemical Engineers

AI tools that help chemical engineers research chemical properties, look up safety data, search process literature, find suppliers, and stay current with regulatory requirements.

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CAS / MW
584-84-9 (2,4-TDI) · MW 174.16 g/mol
Boiling Point
251°C at 1 atm · high viscosity liquid at ambient
GHS Hazards
H331 Toxic by inhalation · H317 Skin sensitizer · H334 Respiratory sensitizer
OSHA PEL
0.02 ppm ceiling — requires supplied-air respirator above 2.5 ppm
Process Safety
Reacts violently with water — keep dry; design for secondary containment

Chemical property and safety data lookup

Look up thermodynamic data, physical properties, GHS hazard classifications, and SDS summaries for any chemical compound. Get the data you need for process design, hazard analysis, and regulatory submissions without searching through multiple databases.

Look up the key properties of ethylene oxide: boiling point, vapor pressure at 25°C, flammability limits, GHS hazard classification, and any process safety considerations for a 10-tonne vessel storage situation.

Ethylene oxide: BP 10.7°C (gas at ambient — design as cryogenic or pressurized storage). Vapor pressure: 145 kPa at 25°C. Flammability limits: 3% to 100% (extremely wide, can detonate in pure oxygen). GHS: H220 (extremely flammable gas), H350 (carcinogen Cat. 1A), H341 (mutagenic). Process safety: consider N2 inerting, distributed temperature sensing for hot spots, and minimum inventory design. NFPA 652 dust explosion not applicable but deflagration/detonation risk is primary concern.

ToolRouter lookup_chemical
Boiling Point
10.7°C — gas at ambient; design as cryogenic or pressurized storage
Vapor Pressure
145 kPa at 25°C
Flammability Limits
3–100% — extremely wide range; detonation risk in O₂
GHS Hazards
H220 (extremely flammable) · H350 (carcinogen Cat. 1A) · H341 (mutagenic)
Process Safety
N₂ inerting + distributed temp sensing; minimise inventory volume

Process literature and reaction research

Search peer-reviewed chemical engineering literature to find process conditions, catalyst systems, yield data, and scale-up considerations before designing or optimizing a process. Ground your process design in published data.

Find recent papers on oxidative dehydrogenation of propane (ODHP) over vanadium oxide catalysts. I need information on selectivity to propylene, operating temperature ranges, and catalyst stability data for a feasibility assessment.

Found 14 papers on V2O5-based ODHP catalysts (2021–2025). Key findings: selectivity to propylene peaks at 60–70% at 450–500°C with monolayer V2O5/SiO2. Main selectivity limitation: over-oxidation to CO2. Recent breakthrough: boron nitride catalysts achieving >90% selectivity (JACS 2023, highly cited). Catalyst deactivation via V reduction is reversible with periodic air regeneration. Recommend reviewing the BN catalyst pathway for your feasibility assessment.

ToolRouter search_papers
Papers Found
14 papers on V₂O₅-based ODHP (2021–2025)
Selectivity Peak
60–70% propylene at 450–500°C with monolayer V₂O₅/SiO₂
Main Limitation
Over-oxidation to CO₂ limits selectivity above 500°C
Breakthrough
BN catalysts: >90% propylene selectivity (JACS 2023, highly cited)
Deactivation
V reduction reversible via periodic air regeneration

Regulatory compliance and REACH research

Research the chemical regulatory requirements for any substance — REACH, TSCA, RoHS, Prop 65 — before starting production, importing, or exporting. Avoid costly compliance surprises late in the product development cycle.

Research the REACH compliance requirements for our use of dimethyl sulfoxide (DMSO) as a process solvent in pharmaceutical intermediate synthesis. Are there any SVHC obligations or authorization requirements I should be aware of?

DMSO REACH status: registered under REACH (EC No. 200-664-3), not currently on SVHC Candidate List. No authorization required. However: downstream user obligations apply if DMSO is used in quantities >1 tonne/year — you must be identified in the supply chain and ensure use cases are covered in the extended SDS. Pharmaceutical process solvents are not typically exempt from REACH. Confirm with your supplier that your specific use is covered in their registration dossier.

ToolRouter research
REACH Status
Registered under REACH — EC No. 200-664-3
SVHC Status
Not on Candidate List — no authorization required
Downstream User Obligation
If >1 tonne/yr: use must be covered in supplier extended SDS
Pharma Process Exemption
Not applicable — pharmaceutical process solvents not exempt
Action
Confirm with supplier that pharmaceutical intermediate use is in registration dossier

Process flow diagram generation

Generate process flow diagrams and P&ID-style schematics from descriptions of unit operations. Create documentation for HAZOP preparation, permit applications, and technical reviews without waiting for a drafter.

Create a process flow diagram for a continuous stirred tank reactor (CSTR) system: feed tanks (A and B), a pre-mixer, the CSTR with jacket cooling, a flash drum, and a product storage tank. Show material flows and temperature control loops.

Generated CSTR process flow diagram with all 6 unit operations. Feed tanks A and B feed through metered pumps to pre-mixer. CSTR shown with cooling jacket and temperature control loop (TC). Vapor outlet from CSTR feeds flash drum with vapor recovery. Liquid product to storage tank. Material flow arrows and control loop symbols included. Suitable for HAZOP preparation document.

Specialty chemical supplier discovery

Find qualified suppliers for specialty chemicals, catalysts, and raw materials — including GMP, ISO, and pharmaceutical-grade sources. Build sourcing alternatives before supply disruptions affect your process.

Find suppliers of pharmaceutical-grade magnesium stearate in North America. I need ISO 9001 certified suppliers with demonstrated pharma industry supply and minimum order quantities of at least 1 tonne.

Found 7 pharmaceutical-grade magnesium stearate suppliers in North America. 4 are ISO 9001 certified with pharma customer references (3 supply directly to Tier 1 pharma companies). 2 are DMF-registered. Minimum orders range from 500 kg to 5 tonnes. Location breakdown: 3 US, 2 Canada, 1 Mexico. GMP certificates and CoA samples available on request from all 7.

ToolRouter find_manufacturers
SupplierLocationCertifications
Sigma-Aldrich PharmaSt. Louis, MOISO 9001, DMF
Peter Greven AmericasHouston, TXISO 9001, GMP
FACI North AmericaToronto, ONISO 9001, Pharma ref
7 qualified suppliers found · 3 US · 2 Canada · 1 Mexico · GMP certs available

Ready-to-use prompts

Chemical properties and GHS lookup

Look up the physical properties, thermodynamic data, and GHS hazard classification for [chemical name or CAS number]. I need boiling point, vapor pressure, flammability data, and process safety considerations for [application].

Process chemistry literature search

Find peer-reviewed papers from [year range] on [reaction or process name] using [catalyst or process conditions]. I need selectivity data, operating temperature ranges, and scale-up considerations for a [feasibility/design] study.

Regulatory compliance research

Research the [REACH/TSCA/Prop 65/RoHS] compliance requirements for [chemical name]. Include SVHC status, registration requirements, and downstream user obligations for use in [application description].

Process flow diagram

Generate a process flow diagram for [process description]. Include unit operations: [list them]. Show material flows, main utilities, and key control loops. Style suitable for a HAZOP preparation or permit application document.

Find specialty chemical supplier

Find suppliers of [chemical name] with [grade: pharma/industrial/food] certification in [region]. I need [certifications: ISO/GMP/NSF] with minimum order of [amount]. Include contact information for RFQ distribution.

Periodic element data lookup

Look up the properties of [element name] relevant to [application, e.g., catalyst support, corrosion inhibitor, semiconductor dopant]. Include atomic properties, common oxidation states, and key industrial chemistry context.

Industry standard for process design

Research the applicable ASME, API, ISO, or [relevant body] standards for [process equipment type, e.g., pressure vessel, heat exchanger, storage tank] in [industry application]. I need this for a design basis document.

Catalyst supplier research

Find manufacturers of [catalyst type] for [reaction application] with at least [technical spec]. I need commercial-scale availability, typical pricing range, and technical support capability. Region preference: [global/North America/Europe].

Tools to power your best work

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New process feasibility assessment

Build a research-backed feasibility assessment for a new chemical process.

1
Academic Research icon
Academic Research
Search peer-reviewed literature on process chemistry and yield data
2
Chemistry Lookup icon
Chemistry Lookup
Look up properties and hazard data for key reactants and products
3
Deep Research icon
Deep Research
Research regulatory and compliance landscape for target markets

Chemical HAZOP preparation

Prepare documentation and data for a HAZOP study on a new or modified process.

1
Diagram Generator icon
Diagram Generator
Generate process flow diagram for HAZOP review
2
Chemistry Lookup icon
Chemistry Lookup
Look up hazard data for all process chemicals
3
Deep Research icon
Deep Research
Research process safety incidents and industry learnings for similar processes

Supply chain diversification

Identify and qualify alternative suppliers for critical raw materials.

1
Manufacturer Finder icon
Manufacturer Finder
Find alternative suppliers with required grade and certification
2
Company Lookup icon
Company Lookup
Validate supplier profiles and assess business continuity risk
3
Deep Research icon
Deep Research
Research trade regulation and import requirements for new supply regions

Frequently Asked Questions

How accurate are AI-retrieved chemical property values?

Chemistry Lookup retrieves data from established chemical databases and published sources. For design-critical values — especially thermodynamic data and reaction kinetics — always verify against primary sources like NIST WebBook, Perry's Chemical Engineers' Handbook, or peer-reviewed literature. AI-retrieved values are most reliable for initial screening and widely documented properties.

Can I use AI to prepare for a HAZOP study?

Yes. You can generate process flow diagrams with Diagram Generator, look up GHS hazard data and process safety properties with Chemistry Lookup, and research previous process safety incidents in similar processes with Deep Research. These tools help assemble the data and documentation needed before a HAZOP session, not replace the HAZOP process itself.

How do I check REACH compliance status for a chemical quickly?

Deep Research compiles REACH registration status, SVHC Candidate List membership, and authorization requirements from ECHA databases and regulatory guidance. For most chemicals, it can quickly determine whether there are active obligations and what downstream user actions are required.

How do I find specialty chemical suppliers with specific certifications?

Manufacturer Finder searches across chemical industry directories and supplier databases filtered by grade (pharmaceutical, food, industrial), certification type (GMP, ISO, NSF), and geography. For specialty chemicals, this surfaces qualified suppliers for RFQ distribution faster than manual directory searches.

How current is the academic literature search for process chemistry?

Academic Research searches major scientific databases and returns results from recently published papers with citations. For fast-moving areas like catalyst development or alternative solvents, this gives you current research findings rather than textbook knowledge from years ago.

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