An alternative protein data lake could contain anonymized data from processing runs across many manufacturers, informing processing improvements and aiding process failure troubleshooting.
Plant-based food manufacturers often struggle with batch-to-batch ingredient inconsistency and variability between suppliers. Better analytical tools for predicting plant-based ingredient performance could improve manufacturing efficiency and create more transparent ingredient markets. Tools are needed to predict how ingredients will perform after various processing methods and in end-product applications like plant-based meat and dairy.
Processing crops into flours, isolates, and concentrates often relies on chemical and mechanical methods. Biological processing techniques may impart the desired composition and molecular structure for optimal functionality with increased precision, lower cost, and greater suitability for small-scale processing. Biological processing techniques include using enzymes to fine-tune functional properties like solubility, gelling capacity, and fat- and water-binding capacity or using microbial fermentation to convert plant protein feedstocks into more functional forms.
Techno-economic models are critical for process design and cost of goods projections. Open-access models based on generalized or exemplar processes with standardized unit operations and designs can form the foundation for individual companies’ work, reducing duplicative effort. Furthermore, techno-economic models can identify key cost drivers and opportunities for process improvements to guide future research efforts. The independent research consultancy CE Delft recently published a cultivated meat techno-economic analysis. However, similar efforts are needed for fermentation-derived and plant-based meat production.
Demand forecasts impact investments in R&D, infrastructure, personnel, and partnerships that will be necessary to participate in and accelerate the alternative protein sector.
Prolonging continuous cultivation of filamentous fungi by suppressing hyper-branching to improve texture and boost production efficiency.