Post-Harvest Logistics and Co-Products
Guar and guayule are promising crops because they can be used to produce industrial products that have already been shown to be financially feasible: guar gum and hard rubber for tires. The long-term resilience of guar and guayule economies can be improved by developing additional and value-added products from other parts of the plants. For this reason, SBAR researchers in this component focus on co-products from guar protein and hulls, and from guayule resin and bagasse.
Growing guar and guayule in the field is the first part of the path to end-product sales. Since biomass quality is affected by time (time of harvest, storage time and conditions, transportation time), attention must be paid to how harvested biomass is handled between field and processing facility. Guayule rubber in the plant begins to break down after harvest, so there is limited time to get the materials from the field to the extraction plant. Biomass is also bulky and varies from batch to batch, which complicates harvesting, packing, loading and unloading, routing, processing, and selecting transportation mode(s). Post-harvest logistics modeling and testing will allow researchers and practitioners to identify the optimal strategies for harvest and collection levels, storage amounts, and transportation routes to meet demands in economically efficient and environmentally sustainable way.
- Characterization of Guar Gum Quality
- Extraction of Anthocyanins from Guar Hulls
- Metabolomics of Biomarkers in cold-resistant guayule
- Separation and Biochemical Characterization of Guayule Resin
- Identification of Bioactive Compounds in Guayule Resin
- Biochemical Characterization of Guar and Guayule Bagasse
- Conversion of Guayule Bagasse to Fuels
- Model and Algorithm Development for Biomass Supply Chain
Biochemical Characterization of Guar and Guayule Bagasse
Bagasse refers to the residues from a product extraction from plant biomass, traditionally the fibrous material left over after the extraction of sugar from sugarcane. For guayule, the bagasse consists of the woody stem material left after resin and rubber extraction at the processing facility. For guar, bagasse consists of the plant stem, leaf, and bean pod material left on the field after combine harvesting. Bagasse has several potential applications: direct use as a solid fuel (i.e. guayule bagasse pressed into pellets for combustion in pellet stoves for heat), conversion to a liquid fuel through biochemical or thermochemical methods, return to the soil as soil cover/conditioner for nutrients and organic matter, incorporation into composite materials as a fibrous filler, etc. The characteristics and available amounts of each bagasse provides information about which application will be the most sustainable.
Characterization consists of several measurements to describe bagasse composition and properties: biochemical content by National Renewable Energy Laboratory methods for moisture, ash, extractives, hemicellulose and cellulose; elemental content by CHNS combustion and by acid digestion/inductively coupled plasma optical emission spectroscopy (ICP-OES); energy content by higher heating value analysis by bomb calorimeter, particle size distribution by sieving, and bulk density.
|About CHNS Elemental Analysis|
CHNS is the most common form of elemental analysis, and is generally accomplished through combustion. This method allows for the rapid determination of carbon, hydrogen, nitrogen, and sulphur in organic materials. A sample is burned in an excess of oxygen, and various traps collect the combustion products: carbon dioxide, water, nitric oxide, and sulphur dioxide. The masses of these elements can then be used to calculate the composition of the sample.
Conversion of Guayule Bagasse to Fuels
The baseline use for guayule bagasse is as a solid fuel, to be pelletized at the guayule rubber extraction facility, and then sold for use in pellet stoves. A goal of the SBAR project is to find higher-value energy products that can be made from the bagasse, preferably a liquid fuel such as a hydrocarbon mixture: gasoline, jet fuel (kerosene), diesel, etc.; or one of the shorter-chain oxygenated fuels: ethanol, dimethyl ether, butanol, etc. The yield and quality of the produced fuel depends on the composition of the feedstock, the conversion method, and the reaction conditions.
Among the conversion technologies being investigated for guayule bagasse are enzymatic hydrolysis and sugar fermentation, anaerobic digestion, hydrothermal liquefaction, fast pyrolysis, gasification, Fisher-Tropsch synthesis, syngas fermentation, and hydrotreatment/catalytic upgrading. In the first two years, conversion will be studied through literature review and lab-scale experiments; in the last three years, partnerships with companies/organizations will be formed to conduct pilot/demonstration scale experiments to down select conversion technologies to those most ready for commercialization.
Model and Algorithm Development for Biomass Supply Chain
A biomass supply chain consists of several operational components: from biomass harvesting and collection, pre-treatment, storage and conversion, to transportation. This research includes the development of system-level logistics models, and the identification and evaluation of alternatives for production, harvest and collection, storage, and transportation routes to meet demands. The model brings biomass production, processing, and conversion to a wholly sustainable bio-economy system, as well as simplifying and streamlining the feedstock logistics. Compared to existing research, this project will improve the efficiency of designed algorithms to obtain the solutions for decision-making, increase the quality and accuracy of optimal solutions, enhance the robustness of decisions for the biomass supply chain, and ensure the flexibility and adaptiveness of models for studying in various scales and different regions.
Progress Made Thus Far
The System Performance and Sustainability Team is integrating experimental data with foundational engineering process modeling work to understand the economic and environmental impact of crop production, harvesting, and processing into final products. Current work has focused on identifying critical areas for investment in terms of research and development by the team. An integrated model has been developed and validated. The team continues to integrate experimental data and evaluate the sustainability of different scenarios. The following represent achievements thus far:
- Integrated economic and environmental impact assessment tool for both gaur and guayule
- Identified targets for system performance to meet sustainability metrics
- Integrated real agricultural data from guar and guayule field trials into sustainability models
- Identified metrics for social sustainability in alignment with UN Sustainable Development Goals
- Finalized guayule and guar production costs and prices for robust enterprise budget analysis
- Leveraged IMPLAN modeling to understand the impact of technology adoption on a societal level
- Presented work at various conferences and outreach events
- Collaborated with Bridgestone to improve and validate models
- Developed multi-objective optimization model for biomass supply chain design integrating environmental and social impacts
- Constructed comprehensive sustainability, economic, and social GIS-based regional analysis
- Incorporated guayule and guar biomass composition and conversion yield data into process models
Research and Results