TY - GEN
T1 - Model And Simulation Scalability Traits For Interaction (Nexus) Modeling Of Water And Energy Systems
AU - Fard, Mostafa D.
AU - Sarjoughian, Hessam S.
N1 - Publisher Copyright:
© 2022 SCS.
PY - 2022
Y1 - 2022
N2 - It is beneficial to combine simulation models via I/O data exchanges. The Knowledge Interchange Broker (KIB) modeling approach can be used to develop interaction models that also have time, state, operations, and concurrency. A unique advantage of the interaction model is the composed models can have their own specifications. The KIB is used to model the nexus of the water and energy models of city metropolises. The RESTful WEAP, LEAP, and DEVS-Suite are used to model and simulate the composition of hybrid water, nexus, and energy models. The performance measurements of the simulations of these integrated simulators are evaluated. The results show the DEVS and Algorithmic interaction models have nearly identical computational times. These simulation times are contrasted with the use of links that share data between WEAP and LEAP models. This research highlights the interaction model flexibility and visibility at almost twice the computational time cost for data sharing.
AB - It is beneficial to combine simulation models via I/O data exchanges. The Knowledge Interchange Broker (KIB) modeling approach can be used to develop interaction models that also have time, state, operations, and concurrency. A unique advantage of the interaction model is the composed models can have their own specifications. The KIB is used to model the nexus of the water and energy models of city metropolises. The RESTful WEAP, LEAP, and DEVS-Suite are used to model and simulate the composition of hybrid water, nexus, and energy models. The performance measurements of the simulations of these integrated simulators are evaluated. The results show the DEVS and Algorithmic interaction models have nearly identical computational times. These simulation times are contrasted with the use of links that share data between WEAP and LEAP models. This research highlights the interaction model flexibility and visibility at almost twice the computational time cost for data sharing.
KW - Hybrid Models
KW - Interaction Models
KW - Knowledge Interchange Broker
KW - Water-Energy Systems
UR - http://www.scopus.com/inward/record.url?scp=85138079483&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85138079483&partnerID=8YFLogxK
U2 - 10.23919/ANNSIM55834.2022.9859455
DO - 10.23919/ANNSIM55834.2022.9859455
M3 - Conference contribution
AN - SCOPUS:85138079483
T3 - Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM 2022
SP - 437
EP - 448
BT - Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM 2022
A2 - Martin, Cristina Ruiz
A2 - Emami, Niloufar
A2 - Blas, Maria Julia
A2 - Rezaee, Roya
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 Annual Modeling and Simulation Conference, ANNSIM 2022
Y2 - 18 July 2022 through 20 July 2022
ER -