Search results for " Decision support tool"

showing 4 items of 4 documents

Artificial Neural Networks to assess energy and environmental performance of buildings: An Italian case study

2019

Abstract Approximately 40% of the European energy consumption and a large proportion of environmental impacts are related to the building sector. However, the selection of adequate and correct designs can provide considerable energy savings and reduce environmental impacts. To achieve this objective, a simultaneous energy and environmental assessment of a building's life cycle is necessary. To date, the resolution of this complex problem is entrusted to numerous software and calculation algorithms that are often complex to use. They involve long diagnosis phases and are characterised by the lack of a common language. Despite the efforts by the scientific community in the building sector, th…

Artificial neural networkDecision support systemSettore ICAR/12 - Tecnologia dell'ArchitetturaDecision support toolComputer science020209 energyStrategy and ManagementSettore ICAR/11 - Produzione EdiliziaEnergy balance02 engineering and technologyBuilding energy demandNetwork topologyIndustrial and Manufacturing EngineeringEnvironmental dataEnvironmental impactLife cycle assessmentSoftware0202 electrical engineering electronic engineering information engineeringEnvironmental impact assessmentLife-cycle assessment0505 lawGeneral Environmental ScienceArtificial neural networkRenewable Energy Sustainability and the Environmentbusiness.industry05 social sciencesEnergy consumptionEnvironmental impactsIndustrial engineeringArtificial neural network; Building energy demand; Decision support tool; Energy balance; Environmental impacts; Life cycle assessment050501 criminologybusinessJournal of Cleaner Production
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Tuning Decision Support Toolsfor Environmentally Friendly Manufacturing Approach Selection

2017

Awareness about the environmental performance of manufacturing approaches has arisen. Comparative analyses of different manufacturing approaches as well as decision support methods should be developed in the field of metal shaping processes. The present paper aims at tuning a decision support tool for identifying when mass conserving approaches (forming based) are actually preferable over machining processes for manufacturing aluminum based components. A full LCA is developed for comparing the environmental performance of forming and machining approaches as the batch size and geometry complexity hang. The impact of the used metric on the comparative results is analyzed. Results reveal that …

EngineeringDecision support systemPrimary energybusiness.industryLCA050901 criminology05 social sciencesSustainable ManufacturingDecision Support ToolEnvironmentally friendlyManufacturing engineeringField (computer science)HangSustainable Manufacturing Manufacturing Approach Selection LCA Decision Support ToolMachiningSustainable manufacturing Manufacturing approach comparison LCA Decision support tool0501 psychology and cognitive sciencesMetric (unit)0509 other social sciencesManufacturing Approach SelectionbusinessSettore ING-IND/16 - Tecnologie E Sistemi Di LavorazioneSelection (genetic algorithm)050104 developmental & child psychology
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A survey on energy performance of the non-residential public building stock in Southern Italy; toward a decision support tool for refurbishment actio…

2016

The public buildings sector represents one of the most intensive items of EU energy consumption; the application of retrofit solutions in existing buildings is a crucial way to reduce its impact. To facilitate the knowledge of the energy performance of the existing non-residential buildings and the choice of the more adequate actions, Public Administrations (PA) should have the availability of proper tools. Within the Italian project “POI 2007-13”, a database and a decision support tool, for easy use, even to a non-technical user, have been developed. A large set of data, obtained from the energy audits of 151 existing public buildings located in four regions of South of Italy have been ana…

Settore ING-IND/11 - Fisica Tecnica AmbientaleEnergy efficiency retrofit action ANN energy audit decision support tool non-residential building.
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Environmental modelling of aluminium based components manufacturing routes: Additive manufacturing versus machining versus forming

2018

Abstract Additive Manufacturing represents, by now, a viable alternative for metal-based components production. Therefore the designer, often, has to select among three options at process design stage: subtractive, mass conserving, and additive approaches. The selection of a given process, besides affecting the manufacturing step impact, influences significantly the impact related to the material production step. If the process enables a part weight reduction (as the Additive Manufacturing approaches do) even the use phase is affected by the manufacturing approach selection. The present research provides a comprehensive environmental manufacturing approaches comparison for components made o…

Sustainable manufacturing Environmental impact comparison Additive manufacturing Machining Forming Decision support tool0209 industrial biotechnologyEnvironmental analysisComputer scienceProcess (engineering)Strategy and ManagementProcess design02 engineering and technology010501 environmental sciences01 natural sciencesIndustrial and Manufacturing Engineeringlaw.invention020901 industrial engineering & automationMachininglawProcess engineeringSettore ING-IND/16 - Tecnologie E Sistemi Di LavorazioneLife-cycle assessment0105 earth and related environmental sciencesGeneral Environmental ScienceSubtractive colorRenewable Energy Sustainability and the Environmentbusiness.industryForming processesSelective laser sinteringbusiness
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