Search results for " Sensitivity analysis"
showing 10 items of 53 documents
Global sensitivity analysis in wastewater treatment modelling
2019
Global sensitivity analysis (GSA) is a valuable tool to support the use of mathematical models. GSA allows the identifcation of the effect of model and input factor uncertainty on the model response, also considering the effect due to the interactions among factors. During recent years, the wastewater modelling feld has embraced the use of GSA. Wastewater modellers have tried to transfer the knowledge and experience from other disciplines and other water modelling felds.
Optimal design of an electro-hydraulic valve for heavy-duty vehicle clutch actuator with certain constraints
2016
Abstract The main objective of this paper is to investigate the sensitivity analysis and optimal design of a proportional solenoid valve (PSV) operated pressure reducing valve (PRV) for heavy-duty automatic transmission clutch actuators. The nonlinear electro-hydraulic valve model is developed based on fluid dynamics. In order to implement the sensitivity analysis and optimization for the PRV, the PSV model is validated by comparing the results with data obtained from a real test-bench. The sensitivity of the PSV pressure response with regard to the structural parameters is investigated by using Sobol׳s method. Finally, simulations and experimental investigations are performed on the optimi…
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis
2016
Physically-based radiative transfer models (RTMs) help understand the interactions of radiation with vegetation and atmosphere. However, advanced RTMs can be computationally burdensome, which makes them impractical in many real applications, especially when many state conditions and model couplings need to be studied. To overcome this problem, it is proposed to substitute RTMs through surrogate meta-models also named emulators. Emulators approximate the functioning of RTMs through statistical learning regression methods, and can open many new applications because of their computational efficiency and outstanding accuracy. Emulators allow fast global sensitivity analysis (GSA) studies on adv…
A proposal for sorting a projects portfolio through the ELECTRE TRI method focused on the European strategy
2019
In recent years, the partnerships between private companies and public organizations are becoming key elements for improving local development, territorial competitiveness, and delivering innovation. These collaborations are widely promoted by the European Framework Programme for Research and Innovation thanks to the provision of several instruments, such as Horizon 2020. In this context, competitiveness's improvement of the territory employing research and innovation actions is supported by the technological districts. In Sicily, the AgroBioPesca district has attempted a strategic action named "Call for ideas" in order to design its own roadmap for research and innovation in the agri-food …
Assessing the economic profitability of Paulownia as a biomass crop in Southern Mediterranean area
2022
The increase of renewable energy production worldwide, occurred in the last years, is also attributable to some agroforestry species cultivated according to the short rotation coppice technique. Although these species are able of enhancing abandoned or marginal land leading to numerous environmental benefits, an increasing number of farmers are introducing them in place of agricultural crops. Therefore, since for a farmer economic sustainability is one of the main factors to introduce a biomass crop, the study aimed at evaluating the profitability of Paulownia, a species that has been spreading in recent years. In particular, an economic analysis has been carried out in a Southern Italian f…
Giant reedasenergycropforSouthernItaly: An economicfeasibilitystudy
2016
Among renewablesourcesgiantreedhasattractedagrowinginterestasenergycropespeciallyin Southern Europe,thankstoitslowagronomicinputrequirements.Thispaperaimedatevaluatingthe economic feasibilityofintroductionofgiantreedplantationasenergycropintheSouthernItaly.In particular,aneconomicand financial analysiswasperformedbycomparinggiantreed(bothfor woodchip andchoppedforageproduction)withtraditionalcrops(pluriannualandannual)thatare currentlycultivatedinthesamearea,suchaswinegrape,melonandtomato.Resultsshowedthehighest profitability ofgiantreedrespecttoothercropswithcurrentmarketprices.Inparticular,giantreed destined towoodchipproductiondenotedthehighestannualgrossmarginwithavalueof647.10 € ha1, f…
ECONOMIC EVALUATION OF MEDITERRANEAN SEA BASS FARMS ACCORDING TO MARKET TYPOLOGY
2014
Italy represents one of the main production countries of European sea bass and, in this context, Sicilian fish farms play a key role. Since in the last years the economic development has led to an increasingly globalized market, in this paper it has been carried out an economic evaluation of two Sicilian European sea bass farms according to the market typology in which their product is allocated: competitive and oligopolistic market. Moreover, a sensitivity analysis allows to understand how market prices could influence farm economic performances. Results showed higher profit for farm that sold product in oligopolistic market, even if sensitivity analysis highlighted that both farms were ve…
Multiple stressors facilitate the spread of a non-indigenous bivalve in the Mediterranean Sea
2018
Aim The introduction of non‐indigenous species (NIS) via man‐made corridors connecting previously disparate oceanic regions is increasing globally. However, the environmental and anthropogenic factors facilitating invasion dynamics and their interactions are still largely unknown. This study compiles and inputs available data for the NIS bivalve Brachidontes pharaonis across the invaded biogeographic range in the Mediterranean basin into a species distribution model to predict future spread under a range of marine scenarios. Location Mediterranean Sea. Methods A systematic review produced the largest presence database ever assembled to inform the selection of biological, chemical and physic…
Global sensitivity analysis for micropollutant modeling by means of an urban integrated approach
2015
The paper presents the sensitivity analysis of an integrated urban water quality system by means of the global sensitivity analysis (GSA). Specifically, an home-made integrated model developed in previous studies has been modified in order to include the micropollutant assessment (namely, sulfamethoxazole - SMX). The model is able to estimate also the interactions between the three components of the system: sewer system (SS), wastewater treatment plant (WWTP) and the receiving water body (RWB). The analysis has been applied to an experimental catchment nearby Palermo (Italy): the Nocella catchment. Five scenarios each characterized by different combinations of sub-systems (i.e., SS, WWTP an…
Global sensitivity analysis in integrated water quality modelling: an application to a real case study
2012
The increasing sensitivity towards water quality environmental issues led to the setting up of water quality integrated modelling approaches and the definition of water quality criteria that better represent the receiving water body quality status. More specifically, compared to the past, the tendency today is to design and manage the whole integrated urban drainage system, i.e. , wastewater treatment plant and receiving water body (RWB) considering each component not separately but jointly. Despite the advantages of a holistic approach for the assessment of the RWB quality state there are some limits that may prevent a straightforward application. Indeed, integrated models are generally ch…