In this work, the implementation and test of an integrated assessment model (IAM) to aid governments to define their short term plans (STP) is presented. The methodology is based on a receding horizon approach where the forecasting model gives information about a selected air quality index up to 3 days in advance once the emission of the involved pollutants (control variable) are known. The methodology is fully general with respect to the model used for the forecast and the air quality index; nevertheless, the selection of these models must take into account the peculiarities of the pollutants to be controlled. This system has been tested for particulate matter (PM10) control over a domain located in Northern Italy including the highly polluted area of Brescia. The results show that the control system can be a valuable asset to aid local authorities in the selection of suitable air quality plans.

A short-term air quality control for pm10 levels

Carnevale C.
;
Tagliani F. L.;Volta M.
2020-01-01

Abstract

In this work, the implementation and test of an integrated assessment model (IAM) to aid governments to define their short term plans (STP) is presented. The methodology is based on a receding horizon approach where the forecasting model gives information about a selected air quality index up to 3 days in advance once the emission of the involved pollutants (control variable) are known. The methodology is fully general with respect to the model used for the forecast and the air quality index; nevertheless, the selection of these models must take into account the peculiarities of the pollutants to be controlled. This system has been tested for particulate matter (PM10) control over a domain located in Northern Italy including the highly polluted area of Brescia. The results show that the control system can be a valuable asset to aid local authorities in the selection of suitable air quality plans.
2020
2020
PE10_1 Atmospheric chemistry, atmospheric composition, air pollution
PE6_12 Scientific computing, simulation and modelling tools
PE7_3 Simulation engineering and modelling
PE7_1 Control engineering
Esperti anonimi
Inglese
Internazionale
ELETTRONICO
9
9
1
17
17
Air quality control; Control system; Forecasting system
no
Goal 3: Good health and well-being
Goal 11: Sustainable cities and communities
5
info:eu-repo/semantics/article
262
Carnevale, C.; De Angelis, E.; Tagliani, F. L.; Turrini, E.; Volta, M.
1 Contributo su Rivista::1.1 Articolo in rivista
open
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/536584
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