Integration of artificial intelligence and monitoring of microbial consortia: towards a forecas[...]

4 giorni fa


Italia Università degli Studi di Padova A tempo pieno

Organisation/Company: Università degli Studi di Padova

Research Field: Biological sciences » Biology

Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3)

Country: Italy

Application Deadline: 26 Nov 2024 - 23:59 (UTC)

Type of Contract: To be defined

Job Status: Not Applicable

Is the job funded through the EU Research Framework Programme? Not funded by a EU programme

Is the Job related to staff position within a Research Infrastructure? No

Offer Description

The project involves the implementation of a forecasting system based on artificial intelligence (AI) to optimize the anaerobic digestion of organic feedstocks in the agro-industrial sector, as well as the production of biogas and its upgrading to biomethane through integrated physical-biological systems. The objective is to develop a forecasting system that, using historical operational data and advanced AI algorithms, can identify quantitative relationships between production efficiency and process variables.

This software aims to prevent and address biological imbalances that lead to production inefficiencies. The post-doctoral researcher will coordinate the analysis of historical data, biological and chemical monitoring of the reactors, test various statistical and AI models to maximize predictive performance, and conduct a feasibility study on biomethanation, exploring the integration of membrane-based and biological-based processes.

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