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History matching is used to minimize the difference between the observed field data and the simulation results and requires numerous simulation runs.
The results of the numerous simulation runs agree with the intuitive expectation that slight changes in the scenario setup lead to only minor deviations in the probability of reception.
The experiments state that the following values for the weight factors increase the overall performance of our TCDC system: w 1=0.45,w 2=0.35,w 3=0.20,c 1=0.6, and c 2=0.4, determined through numerous simulation runs for different network size, node density, and initial node energy values as in [32].
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Sample numerical simulation runs are performed.
Then numerous simulations were run to analyze the elliptic drainage area induced by a fractured well, the results show that: for water fractured well, permeability is the dominant factor affecting the elliptic drainage area at the beginning, and pressure difference and start-up pressure have increasing effects as time goes by.
Numerous simulations were run to determine an appropriate hydraulic conductivity value for the Marx Creek model.
The results of this study show that by direct employment of Experimental Design methodology, one can get the accurate results with the least number of simulation runs instead of running the simulator numerous times or developing a proxy model.
An excessive number of simulation runs are required because of numerous electrical/gas nodes and optimization horizon.
The CFD results were validated against wind tunnel experiments and the optimization solution was verified with simulation runs, proving the accuracy of the methodology followed, which is applicable to numerous environmental design problems.
The simulation runs 20 times.
Results of 100 simulation runs.
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