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Environmental Impact Assessment Review
Article . 2021 . Peer-reviewed
License: Elsevier TDM
Data sources: Crossref
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The contribution of sensor-based equipment to life cycle assessment through improvement of data collection in the industry

Authors: Ingrao C.; Evola R. S.; Cantore P.; De Bernardi P.; Del Borghi A.; Vesce E.; Beltramo R.;

The contribution of sensor-based equipment to life cycle assessment through improvement of data collection in the industry

Abstract

Abstract Within the paradigm of “Industry 4.0”, data collection and management acquire new relevance. In this context, the introduction of the Internet of Things (IoT) in the manufacturing field allows to develop information systems able to offer the possibility of using a large amount of data collected from heterogeneous sources in real time. The information thus obtained is functional not only to the attainment of an industrial development but also for evaluation and improvement of its sustainability. For example, the benefit obtainable for the life cycle assessment (LCA) methodology from the new digital configuration is represented by a greater specificity of data that wireless sensors networks (WSN) measure and transmit in a continuous way. This paper explores the benefit of using a sensor for the evaluation of the environmental impact, in particular for LCA, in an Italian company producing chemical formulations. The machinery electric consumption directly measured data is compared with the same data estimated with mathematical models. It highlights how much different approach of data measurement and calculation can affect the LCA results. The detection of the energy variable related to a single machine for a particular process, which has been described in the paper, represents a first step towards the implementation of a WSN, proposed by Scatol8 srl, to be used to produce in a more sustainable way.

Country
Italy
Keywords

Measurement, 330, Sensors, Calculation, Electricity consumption, Environmental gap, Life cycle assessment, Inventory data, Internet of thing, Internet of things, Sensors, Life cycle assessment, Inventory data, Calculations, Measurements, Electricity consumption, Environmental gap, Inventory data; Life cycle assessment; Sensors; Calculations; Electricity consumption; Environmental gap; Internet of things, Internet of things Sensors Life cycle assessment Inventory data Calculations Measurements Electricity consumption Environmental gap

  • BIP!
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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    23
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
23
Top 10%
Average
Top 10%