Open image in new window Fig. 7 Case study inputs.
In this case study, the inputs x i (n) will be assumed uncorrelated Zero-mean Gaussian variables with variance σ x i 2. The NN activation function will be taken as the erf function.
CITP visiting research fellows Chloé Bakalar and Bendert Zevenbergen played key roles in coordinating and authoring the case studies, with input from the project's workshop participants.
The partial results of a case study with an input-intensive and an input-extensive crop (ware potato and winter wheat, respectively) showed that site specific nitrogen management led to positive returns over variable costs compared to uniform N-application, conditional on the validity of the WAVE model used in simulating yield effects.
As a case study, however, the input specification is presently more limited in the sense that we will only consider sentences in active voice according to a standard NP-VP-NP template order.4.
In this case study, two main inputs which are electricity generation and chemicals used have been investigated for identifying the hotspot for different water treatment plants (Table 4).
Application to the case study: Since the inputs are independent and Zero-mean, we have K i (a km,b km )=0, k≠i, and (see Appendix I) K i a im, b im = E g i x i n f a im x n + b im = 2 π α i σ x 2 1 + β i σ x 2 a im σ x 2 a im 2 + β i + 1 − 1 2 2 π α i σ x 2 b im 2 a im 1 + σ x 2 β i + a im 2 3 2 (70).
Meta-analytic approaches to distinguish those factors that are generic and those that are case-specific are useful tools to synthesize case study findings into inputs to model design and parameterization.
A distillation column was selected as a case study and a single input single output (SISO) controller was used.
Moreover, we split the FEB in 2 (Good and Bad), 3 (Good, Regular, and Bad), and 4 classes (Excellent, Good, Regular, and Bad) for experiments 1 and 2. Thus for each experiment in case study we generated 6 input files: 3 files for each discretization method.
