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From this two-stage optimization model, the optimized community energy system structure and energy consumption targets can be acquired, which results have greatly contributes to community energy planning.
When compared to the baseline model, the optimized models show substantial improvement, increasing the specific energy absorption by 65% or reducing the peak force by over 55%.
By solving the LP model, the optimized community heating system structure and heat production technologies in every land parcel is obtained.
For both the airfoils and for all the Reynolds numbers, a comparison was made between the default transition model, the optimized transition model and the SST k ω model.
On the basis of the analysis of the empirical model, the optimized parameters had been obtained; the rate of wiping COD off was up to 94.9%, it decreased from 392 to 20 mg/L.
Compared with the Arrhenius-type model, the optimized BP neural network model has more accuracy and capability in describing the compressive deformation behavior at elevated temperature for as-cast 904L austenitic stainless steel.
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The monkey model and the optimized model differ substantially in the value of this parameter (monkeys: β = 0.023; model: β = 0.207).
To identify potential fitting errors with an independent method, we compared the per-residue RSCC and RSR of the original model and the optimized model, calculated using the method described for the Electron Density Server (Kleywegt et al., 2004).
According to the models, the optimized values of warpage and volumetric shrinkage are 0.287222 mm and 13.6613%, respectively.
To describe the compound structural diversity and in order to obtain validated QSAR models, the optimized structures were saved in sdf format and transferred to PaDEL server [16] to calculate topological descriptors encode the chemical properties of each compound.
The integrated optimization model, including the optimized objective function, design variables and constraint functions, is built.
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