The simulation results are analyzed and compared to benchmark results.
The multiple scale results are further compared to benchmark MD simulations for verification purposes.
Furthermore, we notice that the removing the holidays in the data set (remh, remfh and remwh) reduces consistently the forecasting accuracy compared to benchmark.
The MAPE curve of Model B1 in Fig. 10a shows a sign of stability over the testing period compared to benchmark models that exhibit extreme peaks.
Also, comparing to benchmark 2, which has a complexity of O ( KN ( 1 + N ) L ) (L is the number of iterations), our algorithm has far less complexity.
In addition, proposed framework also produces lowest of nRMSE about 3.88% in seasonal monthly forecast of smart buildings with rooftop PV as compared to benchmark model.
The simulations indicate that neither the collapse potential nor building deformations are significantly affected by splice fracture when compared to benchmark simulations without fracture.
The computed equilibrium paths are compared to benchmark results using the commercial finite element package ABAQUS, and strong asymptotic solutions of the differential equations.
Impressively, the as-obtained hybrid afford remarkable electrochemical durability for prolonged test time of 60,000 s compared to benchmark Pt/C (20 wt%) catalyst.
Debt repaid from tax revenues (that is, excluding water and sewer debt) in fiscal year 2016 is projected to be approximately 8percentt of the City's real property values and 13percentt of its personal income -- compared to benchmarks of 5percent and 66 percent, respectively.
