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Group 11: Formalin Plant Design
Megan Paraschak, Peniel Onyukwu, Mahmoud Hallak, Joseph Wrona
Overview
• Annual global production of formaldehyde: 46 billion lb (21 billion kg)
• Industrial Uses:
• Casein Formaldehyde (small plastic items)
• Resins
• Phenolic (synthetic plastics, Bakelite)
• Urea-formaldehyde (adhesives, laminates, etc.)
• Melamine-formaldehyde (heat, water, and
detergent resistant plastics)
• Medical Uses
• Preservative (embalming)
• Bactericide
• Project Scope:
• 37 wt.% formaldehyde solution in water (Formalin)
• World-scale formalin plant: 564 million lb/yr (256 million kg/yr)
Figure 1: Global Output of Formaldehyde by Country
Hot Feed
𝑇 = 600 − 700 ℃
Cooled Product
𝑇 ≤ 650 ℃
Silver Catalyst
Bed
Waste Heat
Boiler
Chemistry: Reactor Design
Thickness:
1.18 in.
Particle Size:
0.004-0.08 in
Figure 2: Fixed Bed Catalytic Reactor[4]
Figure 3: Silver Catalyst Bed Layers [4]
Chemistry: Reaction Stoichiometry
Reaction Heats of Reaction
(1) Methanol Oxidation (50-60%) CH3OH +
1
2
O2 → HCHO + H2O ∆𝐻 = −159 𝑘𝐽/𝑚𝑜𝑙
(2) Methanol Dehydrogenation CH3OH ↔ HCHO + H2 ∆𝐻 = 84 𝑘𝐽/𝑚𝑜𝑙
Side Reactions (T > 650 oC)
(3) Formaldehyde Combustion HCHO + O2 → CO2 + H2O ∆𝐻 = −514 𝑘𝐽/𝑚𝑜𝑙
(4) Gas-phase Decomposition HCHO ↔ CO + H2 ∆𝐻 = 7 𝑘𝐽/𝑚𝑜𝑙
Chemistry: Operation Point
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
300.00 400.00 500.00 600.00 700.00
Selectivity/Conversion(%)
Temperature (°C)
Artificial Neural Network Simulation Results (P = 1.1 atm)
Formaldehyde Selectivity Carbon Dioxide Selectivity Carbon Monoxide Selectivity Methanol Conversion
CO2
CO
CHCO
CH3OH
Model Input Molar Ratios
CH3OH / O2 / H2O / N2
2.25 / 1.00 / 1.70 / 20.00
𝐶𝑜𝑛𝑣𝑒𝑟𝑠𝑖𝑜𝑛 % =
𝐶𝐻3 𝑂𝐻 𝑖𝑛 − 𝐶𝐻3 𝑂𝐻 𝑜𝑢𝑡
𝐶𝐻3 𝑂𝐻 𝑖𝑛
× 100%
𝑆𝑒𝑙𝑒𝑐𝑡𝑖𝑣𝑖𝑡𝑦 % =
𝑃𝑟𝑜𝑑𝑢𝑐𝑡 𝑜𝑢𝑡
𝐶𝐻3 𝑂𝐻 𝑖𝑛 − 𝐶𝐻3 𝑂𝐻 𝑜𝑢𝑡
× 100%
680 oC
(1) CH3OH +
1
2
O2 → HCHO + H2O
(3) HCHO + O2 → CO2 + H2O
Chemistry: Absorber Design
Absorber Oligomer Equilibrium Stoichiometry
Reaction 1 H2O + CH2O ↔ CH4O2
Reaction 2 2CH4O2 ↔ C2H6O3 + H2O
Reaction 3 C2H6O3 + CH4O2 ↔ C3H8O4 + H2O
Reaction 4 C3H8O4 + CH4O2 ↔ C4H10O5 + H2O
Reaction 5 C4H10O5 + CH4O2 ↔ C5H12O6 + H2O
Reaction 6 CH3OH + CH2O ↔ C2H6O2
Reaction 7 2C2H6O2 ↔ C3H8O3 + CH3OH
Reaction 8 C3H8O3 + C2H6O2 ↔ C4H10O4 + CH3OH
Reaction 9 C4H10O4 + C2H6O2 ↔ C5H12O5 + CH3OH
Reaction 10 C5H12O5 + C2H6O2 ↔ C6H14O6 + CH3OH
𝑇 = 69 ℃
𝑃 = 1.2 𝑎𝑡𝑚
𝑇 = 68 ℃
𝑃 = 1.2 𝑎𝑡𝑚
𝑇 = 21 ℃
𝑃 = 4.4 𝑎𝑡𝑚
𝑇 = 120 ℃
𝑃 = 1.4 𝑎𝑡𝑚
Cooled
Reaction Gas
Product
Absorbent
Water
Off Gas
Concentrated
Formaldehyde
Solution
Figure 4: Absorber Tower Design
Process: Preheat and Reactor Section
Process: Absorber Section
Optimization: Absorber Section
• Two sensitivity
studies carried
out on the
absorber column
1. Recycle
stream split
fraction
2. Fresh water
stream
flowrate
Optimization Results: Split Fraction
0
2
4
6
8
10
12
14
16
0 0.2 0.4 0.6 0.8 1
LostFormaldehyde(wt.%)
Split Fraction
Lost Formaldehyde vs. Absorber Recycle Split Fraction
Optimization Results: Fresh Water Flowrate
0
5
10
15
20
25
30
35
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7
FormaldehydeLost(wt.%)
Freshwater Flowrate (kg/s)
Formaldehyde Lost vs. Freshwater Flowrate
Optimization Results: Fresh Water Flowrate
$2,000,000
$3,000,000
$4,000,000
$5,000,000
$6,000,000
$7,000,000
$8,000,000
$9,000,000
$10,000,000
$11,000,000
0.1 0.2 0.3 0.4 0.5 0.6 0.7
DeltaProfit
Freshwater Feed Flowrate (kg/s)
Formaldehyde Recovery Profit vs. Fresh Water Flowrate
Optimization Results: Absorber Conclusions
1. Remove recycle stream completely
2. Reduce fresh water flowrate to 0.5 kg/s
Yearly Revenue Increase : $1.86 billion
Formaldehyde Recovery: 95.32 wt. %  99.56 wt. %
Optimization: Sodium Bicarbonate Tower
• Conversion of CO2 in off gas to
sodium bicarbonate
• Economically unfeasible
Component Cost ($/hr)
NaOH Caustic -200.00
Sodium Bicarbonate 76.20
Carbon Dioxide 14.81
Delta -108.99
Major Safety Concerns
● Flammability
○ Vapors below LEL
○ Potential leaks
○ Tank farm
● Tank Design
○ Corrosion
○ Vapor containment
○ Operations
● Spill Containment
● Process Safety Management
Figure 5: Standard Floating Roof Tank Design - Courtesy of Anson Industry
Major Environmental Concerns
● Off gas
○ Composition: CO, CO2, Residual Methanol & Formaldehyde
○ Flaring
○ Considered Optimization
● Waste Heat Optimization
● High Water Intensity =
𝑀𝑎𝑠𝑠 𝑜𝑓 𝐹𝑟𝑒𝑠ℎ 𝑊𝑎𝑡𝑒𝑟 𝐶𝑜𝑛𝑠𝑢𝑚𝑒𝑑 (𝑘𝑔)
𝑂𝑢𝑡𝑝𝑢𝑡
● High Greenhouse Gases Intensity=
𝐶𝑂2 𝐸𝑞𝑢𝑖𝑣𝑎𝑙𝑒𝑛𝑡 𝑓𝑟𝑜𝑚 𝑓𝑢𝑒𝑙𝑠,𝐸𝑚𝑚𝑖𝑠𝑠𝑖𝑜𝑛𝑠 𝑎𝑛𝑑 𝑊𝑎𝑠𝑡𝑒 (𝑘𝑔)
𝑂𝑢𝑡𝑝𝑢𝑡
Economic Feasibility Analysis
Economic Information per annum
Revenue from Sales $4,489,586,264
CRM (Raw Materials Costs) $65,919,832
CUT (Cost of Utilities) $5,080,000
CWT (Waste Treatment Costs) $4,038,350
COL (Cost of Operating Labor) $20,100,000
Profit (Revenue - Costs) $4,394,448,083
• Base Case: Formalin Price of $18.5 per kg
• Annual profit from Formalin sales: $4.39 billion
Manufacturing and Fixed Assets Costs
• Total Fixed equipment costs add up to $171,402,200
• Total manufacturing cost: $261 million
Equipment Total Equipment Cost Utility Used
Drives $ 5,778,000 Electricity
Air Blowers $ 5,900,000 Electricity
Evaporators $ 4,268,000 Low-Pressure Steam
Waste Heat Boilers $ 442,200 Cooling Water
Fired Heaters $ 7,779,000 Natural Gas
Fin-Fan Coolers $ 245,900 Electricity
Pumps $ 3,206,000 Electricity
Reactors $ 1,210,000 Natural Gas
Storage Vessels $ 151,760,000 N/A
Absorber Columns $ 730,400 Water
Discounted Cash Flow Analysis
-4000.0
-2000.0
0.0
2000.0
4000.0
6000.0
8000.0
10000.0
12000.0
14000.0
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
ProjectValue(millionsofdollars)
Project Life (Years)
Cash Flow Diagram
• 20 year analysis period
Discounted Cash Flow Analysis
• Determines Profitability
• Using a 10 yr. MACR’s Depreciation Schedule
• Avg IRR for launching a product in chemical industry: 13 −18% [2]
Discounted Profitability Criterion
Net Present Value (millions) 12,918
Discounted Cash Flow Rate of Return 72.35%
Discounted Payback Period (years) 0.5
Economic Sensitivity and Forecast
• Methanol (main raw material) price/gal fluctuates monthly
• Study accounts for future Methanol price fluctuation
Cash Flow Sensitivity Analysis:
Varying Formalin Price
*Keeping market conditions constant
Cash Flow Sensitivity Analysis:
Varying Formalin Price
Formalin
Price
Revenue (billions
of dollars $)
Discounted Rate
of Return (%)
Discounted
Payback Period
(Years)
$13/kg 3.15 60.18 0.7
$16/kg 3.88 67.20 0.5
$18.5/kg 4.49 72.35 0.5
$20/kg 4.85 75.20 0.4
$25/kg 6.07 83.67 0.3
Continued…
*Base case operating Formalin Price
Conclusion
• 11 identical production trains will be constructed
• Total fixed capital investment: $812 million
• Payback time of initial investment: 0.5 years
• Annual profit: $4.4 billion
• Recommendation:
Profitable
Feasible
Environmental Impact
Detailed Design and Potential Implementation
(not the worst)
References
1. A.C. Papes Filho, Simulation and optimization of a silver formaldehyde reactor, using
artificial intelligence techniques, PhD Thesis (in English), UNICAMP – University of
Campinas, Brazil, 2007.
2. M. Miremadi, C. Musso, and J. Oxgaard, “Chemical innovation: An investment for the ages.”
[Online].Available:https://www.mckinsey.com/~/media/mckinsey/dotcom/client_service/c
hemicals/pdfs/chemical_innovation_an_investment_for_the_ages.ashx. [Accessed: 09-
Dec-2018].
3. Industrial Production of Formaldehyde Using Polycrystalline Silver Catalyst, Graeme J.
Millar and Mary Collins, Industrial & Engineering Chemistry Research 2017 56 (33), 9247-
9265, DOI:10.1021/acs.iecr.7b02388
4. “Methanex Monthly Average Regional Posted Contract Price History.” Methanex, 30 Jan.
2018. https://www.methanex.com/sites/default/files/methanol-
price/MxAvgPrice_Jan%2030%2C%202018.pdf
5. Industrial Production of Formaldehyde Using Polycrystalline Silver Catalyst, Graeme J.
Millar and Mary Collins, Industrial & Engineering Chemistry Research 2017 56 (33), 9247-
9265, DOI: 10.1021/acs.iecr.7b02388
6. Zhang, Luoping. (2018). Formaldehyde - Exposure, Toxicity and Health Effects - 1.5.1
Production Capacity and Output. Royal Society of Chemistry. Retrieved from
https://app.knovel.com/hotlink/pdf/id:kt011OGQY4/formaldehyde-exposure/production-
capacity-output
Questions?

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2019 Drexel Senior Design Final Presentation: Formalin Plant Design

  • 1. Group 11: Formalin Plant Design Megan Paraschak, Peniel Onyukwu, Mahmoud Hallak, Joseph Wrona
  • 2. Overview • Annual global production of formaldehyde: 46 billion lb (21 billion kg) • Industrial Uses: • Casein Formaldehyde (small plastic items) • Resins • Phenolic (synthetic plastics, Bakelite) • Urea-formaldehyde (adhesives, laminates, etc.) • Melamine-formaldehyde (heat, water, and detergent resistant plastics) • Medical Uses • Preservative (embalming) • Bactericide • Project Scope: • 37 wt.% formaldehyde solution in water (Formalin) • World-scale formalin plant: 564 million lb/yr (256 million kg/yr) Figure 1: Global Output of Formaldehyde by Country
  • 3. Hot Feed 𝑇 = 600 − 700 ℃ Cooled Product 𝑇 ≤ 650 ℃ Silver Catalyst Bed Waste Heat Boiler Chemistry: Reactor Design Thickness: 1.18 in. Particle Size: 0.004-0.08 in Figure 2: Fixed Bed Catalytic Reactor[4] Figure 3: Silver Catalyst Bed Layers [4]
  • 4. Chemistry: Reaction Stoichiometry Reaction Heats of Reaction (1) Methanol Oxidation (50-60%) CH3OH + 1 2 O2 → HCHO + H2O ∆𝐻 = −159 𝑘𝐽/𝑚𝑜𝑙 (2) Methanol Dehydrogenation CH3OH ↔ HCHO + H2 ∆𝐻 = 84 𝑘𝐽/𝑚𝑜𝑙 Side Reactions (T > 650 oC) (3) Formaldehyde Combustion HCHO + O2 → CO2 + H2O ∆𝐻 = −514 𝑘𝐽/𝑚𝑜𝑙 (4) Gas-phase Decomposition HCHO ↔ CO + H2 ∆𝐻 = 7 𝑘𝐽/𝑚𝑜𝑙
  • 5. Chemistry: Operation Point 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 300.00 400.00 500.00 600.00 700.00 Selectivity/Conversion(%) Temperature (°C) Artificial Neural Network Simulation Results (P = 1.1 atm) Formaldehyde Selectivity Carbon Dioxide Selectivity Carbon Monoxide Selectivity Methanol Conversion CO2 CO CHCO CH3OH Model Input Molar Ratios CH3OH / O2 / H2O / N2 2.25 / 1.00 / 1.70 / 20.00 𝐶𝑜𝑛𝑣𝑒𝑟𝑠𝑖𝑜𝑛 % = 𝐶𝐻3 𝑂𝐻 𝑖𝑛 − 𝐶𝐻3 𝑂𝐻 𝑜𝑢𝑡 𝐶𝐻3 𝑂𝐻 𝑖𝑛 × 100% 𝑆𝑒𝑙𝑒𝑐𝑡𝑖𝑣𝑖𝑡𝑦 % = 𝑃𝑟𝑜𝑑𝑢𝑐𝑡 𝑜𝑢𝑡 𝐶𝐻3 𝑂𝐻 𝑖𝑛 − 𝐶𝐻3 𝑂𝐻 𝑜𝑢𝑡 × 100% 680 oC (1) CH3OH + 1 2 O2 → HCHO + H2O (3) HCHO + O2 → CO2 + H2O
  • 6. Chemistry: Absorber Design Absorber Oligomer Equilibrium Stoichiometry Reaction 1 H2O + CH2O ↔ CH4O2 Reaction 2 2CH4O2 ↔ C2H6O3 + H2O Reaction 3 C2H6O3 + CH4O2 ↔ C3H8O4 + H2O Reaction 4 C3H8O4 + CH4O2 ↔ C4H10O5 + H2O Reaction 5 C4H10O5 + CH4O2 ↔ C5H12O6 + H2O Reaction 6 CH3OH + CH2O ↔ C2H6O2 Reaction 7 2C2H6O2 ↔ C3H8O3 + CH3OH Reaction 8 C3H8O3 + C2H6O2 ↔ C4H10O4 + CH3OH Reaction 9 C4H10O4 + C2H6O2 ↔ C5H12O5 + CH3OH Reaction 10 C5H12O5 + C2H6O2 ↔ C6H14O6 + CH3OH 𝑇 = 69 ℃ 𝑃 = 1.2 𝑎𝑡𝑚 𝑇 = 68 ℃ 𝑃 = 1.2 𝑎𝑡𝑚 𝑇 = 21 ℃ 𝑃 = 4.4 𝑎𝑡𝑚 𝑇 = 120 ℃ 𝑃 = 1.4 𝑎𝑡𝑚 Cooled Reaction Gas Product Absorbent Water Off Gas Concentrated Formaldehyde Solution Figure 4: Absorber Tower Design
  • 7. Process: Preheat and Reactor Section
  • 9. Optimization: Absorber Section • Two sensitivity studies carried out on the absorber column 1. Recycle stream split fraction 2. Fresh water stream flowrate
  • 10. Optimization Results: Split Fraction 0 2 4 6 8 10 12 14 16 0 0.2 0.4 0.6 0.8 1 LostFormaldehyde(wt.%) Split Fraction Lost Formaldehyde vs. Absorber Recycle Split Fraction
  • 11. Optimization Results: Fresh Water Flowrate 0 5 10 15 20 25 30 35 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 FormaldehydeLost(wt.%) Freshwater Flowrate (kg/s) Formaldehyde Lost vs. Freshwater Flowrate
  • 12. Optimization Results: Fresh Water Flowrate $2,000,000 $3,000,000 $4,000,000 $5,000,000 $6,000,000 $7,000,000 $8,000,000 $9,000,000 $10,000,000 $11,000,000 0.1 0.2 0.3 0.4 0.5 0.6 0.7 DeltaProfit Freshwater Feed Flowrate (kg/s) Formaldehyde Recovery Profit vs. Fresh Water Flowrate
  • 13. Optimization Results: Absorber Conclusions 1. Remove recycle stream completely 2. Reduce fresh water flowrate to 0.5 kg/s Yearly Revenue Increase : $1.86 billion Formaldehyde Recovery: 95.32 wt. %  99.56 wt. %
  • 14. Optimization: Sodium Bicarbonate Tower • Conversion of CO2 in off gas to sodium bicarbonate • Economically unfeasible Component Cost ($/hr) NaOH Caustic -200.00 Sodium Bicarbonate 76.20 Carbon Dioxide 14.81 Delta -108.99
  • 15. Major Safety Concerns ● Flammability ○ Vapors below LEL ○ Potential leaks ○ Tank farm ● Tank Design ○ Corrosion ○ Vapor containment ○ Operations ● Spill Containment ● Process Safety Management Figure 5: Standard Floating Roof Tank Design - Courtesy of Anson Industry
  • 16. Major Environmental Concerns ● Off gas ○ Composition: CO, CO2, Residual Methanol & Formaldehyde ○ Flaring ○ Considered Optimization ● Waste Heat Optimization ● High Water Intensity = 𝑀𝑎𝑠𝑠 𝑜𝑓 𝐹𝑟𝑒𝑠ℎ 𝑊𝑎𝑡𝑒𝑟 𝐶𝑜𝑛𝑠𝑢𝑚𝑒𝑑 (𝑘𝑔) 𝑂𝑢𝑡𝑝𝑢𝑡 ● High Greenhouse Gases Intensity= 𝐶𝑂2 𝐸𝑞𝑢𝑖𝑣𝑎𝑙𝑒𝑛𝑡 𝑓𝑟𝑜𝑚 𝑓𝑢𝑒𝑙𝑠,𝐸𝑚𝑚𝑖𝑠𝑠𝑖𝑜𝑛𝑠 𝑎𝑛𝑑 𝑊𝑎𝑠𝑡𝑒 (𝑘𝑔) 𝑂𝑢𝑡𝑝𝑢𝑡
  • 17. Economic Feasibility Analysis Economic Information per annum Revenue from Sales $4,489,586,264 CRM (Raw Materials Costs) $65,919,832 CUT (Cost of Utilities) $5,080,000 CWT (Waste Treatment Costs) $4,038,350 COL (Cost of Operating Labor) $20,100,000 Profit (Revenue - Costs) $4,394,448,083 • Base Case: Formalin Price of $18.5 per kg • Annual profit from Formalin sales: $4.39 billion
  • 18. Manufacturing and Fixed Assets Costs • Total Fixed equipment costs add up to $171,402,200 • Total manufacturing cost: $261 million Equipment Total Equipment Cost Utility Used Drives $ 5,778,000 Electricity Air Blowers $ 5,900,000 Electricity Evaporators $ 4,268,000 Low-Pressure Steam Waste Heat Boilers $ 442,200 Cooling Water Fired Heaters $ 7,779,000 Natural Gas Fin-Fan Coolers $ 245,900 Electricity Pumps $ 3,206,000 Electricity Reactors $ 1,210,000 Natural Gas Storage Vessels $ 151,760,000 N/A Absorber Columns $ 730,400 Water
  • 19. Discounted Cash Flow Analysis -4000.0 -2000.0 0.0 2000.0 4000.0 6000.0 8000.0 10000.0 12000.0 14000.0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 ProjectValue(millionsofdollars) Project Life (Years) Cash Flow Diagram • 20 year analysis period
  • 20. Discounted Cash Flow Analysis • Determines Profitability • Using a 10 yr. MACR’s Depreciation Schedule • Avg IRR for launching a product in chemical industry: 13 −18% [2] Discounted Profitability Criterion Net Present Value (millions) 12,918 Discounted Cash Flow Rate of Return 72.35% Discounted Payback Period (years) 0.5
  • 21. Economic Sensitivity and Forecast • Methanol (main raw material) price/gal fluctuates monthly • Study accounts for future Methanol price fluctuation
  • 22. Cash Flow Sensitivity Analysis: Varying Formalin Price *Keeping market conditions constant
  • 23. Cash Flow Sensitivity Analysis: Varying Formalin Price Formalin Price Revenue (billions of dollars $) Discounted Rate of Return (%) Discounted Payback Period (Years) $13/kg 3.15 60.18 0.7 $16/kg 3.88 67.20 0.5 $18.5/kg 4.49 72.35 0.5 $20/kg 4.85 75.20 0.4 $25/kg 6.07 83.67 0.3 Continued… *Base case operating Formalin Price
  • 24. Conclusion • 11 identical production trains will be constructed • Total fixed capital investment: $812 million • Payback time of initial investment: 0.5 years • Annual profit: $4.4 billion • Recommendation: Profitable Feasible Environmental Impact Detailed Design and Potential Implementation (not the worst)
  • 25. References 1. A.C. Papes Filho, Simulation and optimization of a silver formaldehyde reactor, using artificial intelligence techniques, PhD Thesis (in English), UNICAMP – University of Campinas, Brazil, 2007. 2. M. Miremadi, C. Musso, and J. Oxgaard, “Chemical innovation: An investment for the ages.” [Online].Available:https://www.mckinsey.com/~/media/mckinsey/dotcom/client_service/c hemicals/pdfs/chemical_innovation_an_investment_for_the_ages.ashx. [Accessed: 09- Dec-2018]. 3. Industrial Production of Formaldehyde Using Polycrystalline Silver Catalyst, Graeme J. Millar and Mary Collins, Industrial & Engineering Chemistry Research 2017 56 (33), 9247- 9265, DOI:10.1021/acs.iecr.7b02388 4. “Methanex Monthly Average Regional Posted Contract Price History.” Methanex, 30 Jan. 2018. https://www.methanex.com/sites/default/files/methanol- price/MxAvgPrice_Jan%2030%2C%202018.pdf 5. Industrial Production of Formaldehyde Using Polycrystalline Silver Catalyst, Graeme J. Millar and Mary Collins, Industrial & Engineering Chemistry Research 2017 56 (33), 9247- 9265, DOI: 10.1021/acs.iecr.7b02388 6. Zhang, Luoping. (2018). Formaldehyde - Exposure, Toxicity and Health Effects - 1.5.1 Production Capacity and Output. Royal Society of Chemistry. Retrieved from https://app.knovel.com/hotlink/pdf/id:kt011OGQY4/formaldehyde-exposure/production- capacity-output

Editor's Notes

  1. Zhang, Luoping. (2018). Formaldehyde - Exposure, Toxicity and Health Effects - 1.5.1 Production Capacity and Output. Royal Society of Chemistry. Retrieved from https://app.knovel.com/hotlink/pdf/id:kt011OGQY4/formaldehyde-exposure/production-capacity-output
  2. [12] A.C. Papes Filho, Simulation and optimization of a silver formaldehyde reactor, using artificial intelligence techniques, PhD Thesis (in English), UNICAMP – University of Campinas, Brazil, 2007. [13] Industrial Production of Formaldehyde Using Polycrystalline Silver Catalyst, Graeme J. Millar and Mary Collins, Industrial & Engineering Chemistry Research 2017 56 (33), 9247-9265, DOI: 10.1021/acs.iecr.7b02388
  3. Desired reactions: 1 and 2 Use of WHB to avoid rxns 3 and 4 Overall heat of reaction is exothermic helping reduce preheater duty No reaction kinetic equations in research – must use selectivity and conversion data
  4. Research ANN – computing system that takes inputs (experimental data)