Carbon nanotubes production on a large scale faces a challenge in minimizing greenhouse gas emmissions. Carbon dioxide, a major greenhouse gas, is produced in comparable quantity in the carbon nanotubes production processes by the disproportionation of carbon monoxide. Possible uses of this byproduct carbon dioxide are developed and implemented in the optimized chemical complex. Rising prices of natural gas has caused the shut down of several ammonia plants in Louisiana. However, the carbon dioxide generated in the production of ammonia was utilized in nearby methanol and urea plants. This shortage in carbon dioxide could be compensated by the carbon nanotube processes. New processes producing methylamines and acetic acid from carbon dioxide are also added to the base case structure.
A wide variety of industrial chemicals are produced from petroleum based feedstock, which could be produced instead from biomass-feedstock based industry. Louisiana, with 7% of the state's gross product is based on agriculture and forestry, has the potential to develop a biomass feedstock based industry. Louisiana's climate favors the growth of oilseeds like soybeans and cottonseeds. Biodiesel production plants are already in operation in Louisiana. A byproduct of biodiesel production using soybean oil is 10% by weight of glycerol which can be utilized for production of chemicals like propylene glycol. Cellulosic biomass from sugarcane can be used to produce chemicals like succinic acid and fumaric acid. The lignin stream from woody biomass in the paper industry and lignocellulosic waste biomass can be used for the production of mixed alcohols and ketones by microbial processes. Hemicellulose enriched aquatic biomass can be used for the production of xylitol, levulinic acid and arabinol. These processes are integrated into the base case structure with additional production units.
Multicriteria optimization was used with Monte Carlo simulation to determine the optimal configuration of plants in the chemical production complex and sensitivity to prices, costs and sustainability credits/costs. For each Pareto optimal solution, a cumulative probability distribution function was determined for the triple bottomline. These results were obtained with the Chemical Complex Analysis System, and this methodology can be applied to integrate other chemical complexes in the world.