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The proposed CAS-PID controllers can ensure better control system performance with respect to the reference input in comparison with GA-PID controllers.
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Notably, to achieve maximum DT yield (88±1%1%), conventionally heated batch reactor consumed 6 times more energy (reaction time 6 h at 300 J/s energy input rate) in comparison with IRI reactor (reaction time 2 h at 150 J/s energy input rate), indicating remarkable energy-efficiency of IRI.
Furthermore, for each input SNR, in comparison with the WEDM method whose performance is better than the other reference methods, the average SNRseg improvement of the BDSAE method is increased about 3.3 dB for all test noise signals.
As a result, L5e reacts with a wide range of firing rates to changes in the external input, particularly in comparison with the other layers.
The results show 41% power reduction and 27% speed improvement for the proposed 128-input multiplexer in comparison with the conventional multiplexer at the same noise immunity.
It is shown that multiple TMDs need more accurate tuning of stiffness and natural frequency of each TMD, but are more robust to uncertainties in damping and input dynamic parameters in comparison with single TMD applications.
When Δ, the time between input pulses, is small in comparison with the synaptic decay time constant, taken to be 3 ms here (see Eq. (17)), the input currents in Fig. 12 rise approximately linearly, since the synaptic gating variable builds up with each input pulse, and it decays only little between pulses.
We also examine the ratio R ˆ ε = T ˆ ε ε, which measures how long it takes to elicit an action potential in comparison with input duration.
To investigate CHF in the abnormal condition like mild plasma disruption, CHFs in the transient power input were investigated and discussed in comparison with the steady state CHF.
The performance of the proposed architecture is evaluated using input images of various dimensions, in comparison with an optimized software implementation running on a conventional general purpose processor.
Moreover, in this case, less control inputs resulted in smaller oscillations, in comparison with the case when only the force is exerted on the trolley.
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