Multiple target data-driven models to enable sustainable process manufacturing: An industrial bioprocess case study

FISHER, Oliver J.; WATSON, Nicholas J.; PORCU, Laura; BACON, Darren; RIGLEY, Martin; GOMES, Rachel L.

doi:10.1016/j.jclepro.2021.126242

All Outputs (4)

Promoting equality, diversity and inclusion in research and funding: reflections from a digital manufacturing research network (2024)
Journal Article

Background: Equal, diverse, and inclusive teams lead to higher productivity, creativity, and greater problem-solving ability resulting in more impactful research. However, there is a gap between equality, diversity, and inclusion (EDI) research and p... Read More about Promoting equality, diversity and inclusion in research and funding: reflections from a digital manufacturing research network.

Data-driven modelling for resource recovery: Data volume, variability, and visualisation for an industrial bioprocess (2022)
Journal Article

Advances in industrial digital technologies have led to an increasing volume of data generated from industrial bioprocesses, which can be utilised within data-driven models (DDM). However, data volume and variability complications make developing mod... Read More about Data-driven modelling for resource recovery: Data volume, variability, and visualisation for an industrial bioprocess.

Intelligent Sensors for Sustainable Food and Drink Manufacturing (2021)
Journal Article

Food and drink is the largest manufacturing sector worldwide and has significant environmental impact in terms of resource use, emissions, and waste. However, food and drink manufacturers are restricted in addressing these issues due to the tight pro... Read More about Intelligent Sensors for Sustainable Food and Drink Manufacturing.

Multiple target data-driven models to enable sustainable process manufacturing: An industrial bioprocess case study (2021)
Journal Article

Process manufacturing industries constantly strive to make their processes increasingly sustainable from an environmental and economic perspective. A manufacturing system model is a powerful tool to holistically evaluate various manufacturing configu... Read More about Multiple target data-driven models to enable sustainable process manufacturing: An industrial bioprocess case study.