Wubineh, Kihele Assefa
(2023)
Addressing Water Scarcity and Integrating Rainfall Parameters: A MILP-based Approach for the Optimization of Irrigation Systems.
[Laurea magistrale], Università di Bologna, Corso di Studio in
Automation engineering / ingegneria dell’automazione [LM-DM270], Documento full-text non disponibile
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Abstract
This thesis addresses the increasing constraints on water resources in Emilia
Romagna by proposing an innovative approach to water distribution for openchannel irrigation networks. The research extends the capabilities of the Smart
Water Management Platform (SWAMP) project, integrating rainfall parameters
and adjusting variable water availability. The study leverages the numerical resolution of IBM-Ilog Cplex within a MATLAB framework, incorporating considerations such as flow routing processes, physical infrastructure, and the gatekeeper’s schedule to optimize water distribution. The investigation underscores
the utility of an IoT-based approach, like the SWAMP project, for smart water
management in precision irrigation. It proposes the integration of climatic factors, particularly rainfall, to improve the existing framework. This work could
pave the way for sustainable, efficient water management, potentially mitigating water crises and promoting agricultural productivity.
Abstract
This thesis addresses the increasing constraints on water resources in Emilia
Romagna by proposing an innovative approach to water distribution for openchannel irrigation networks. The research extends the capabilities of the Smart
Water Management Platform (SWAMP) project, integrating rainfall parameters
and adjusting variable water availability. The study leverages the numerical resolution of IBM-Ilog Cplex within a MATLAB framework, incorporating considerations such as flow routing processes, physical infrastructure, and the gatekeeper’s schedule to optimize water distribution. The investigation underscores
the utility of an IoT-based approach, like the SWAMP project, for smart water
management in precision irrigation. It proposes the integration of climatic factors, particularly rainfall, to improve the existing framework. This work could
pave the way for sustainable, efficient water management, potentially mitigating water crises and promoting agricultural productivity.
Tipologia del documento
Tesi di laurea
(Laurea magistrale)
Autore della tesi
Wubineh, Kihele Assefa
Relatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
MILP,Matlab,optimization,irrigation,irrigation scheduling,CPLEX,method on Matlab,IBM-ILOG CPLEX,Gatekeeper schedule,rainfall parameters,water availability,numerical otpimization,Emilia Romagna,Open-Channel Irrigation Networks,Smart Water Management Platform (SWAMP),duration and starting time of actual and desired irrigation
Data di discussione della Tesi
19 Luglio 2023
URI
Altri metadati
Tipologia del documento
Tesi di laurea
(NON SPECIFICATO)
Autore della tesi
Wubineh, Kihele Assefa
Relatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
MILP,Matlab,optimization,irrigation,irrigation scheduling,CPLEX,method on Matlab,IBM-ILOG CPLEX,Gatekeeper schedule,rainfall parameters,water availability,numerical otpimization,Emilia Romagna,Open-Channel Irrigation Networks,Smart Water Management Platform (SWAMP),duration and starting time of actual and desired irrigation
Data di discussione della Tesi
19 Luglio 2023
URI
Gestione del documento: