Digitizing sustainable process development: From ex-post to ex-ante LCA using machine-learning to evaluate bio-based process technologies ahead of detailed design
Paraskevi Karka, Stavros Papadokonstantakis, Antonis Kokossis
Topics & Concepts
BiorefineryScope (computer science)Robustness (evolution)Process (computing)Process designAnalyticsComputer scienceMachine learningArtificial intelligenceArtificial neural networkLife-cycle assessmentIndustrial engineeringEngineeringWork in processData miningProduction (economics)Operations managementBiofuelProgramming languageMacroeconomicsEconomicsBiochemistryChemistryWaste managementOperating systemGeneProcess Optimization and IntegrationEnvironmental Impact and SustainabilityMicrobial Metabolic Engineering and Bioproduction