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The relationships between the responses (i.e., outputs) were established by generating large volumes of input output data using the nonlinear regression models.
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Based on the input/output feedback linearization method, the relationship between reference output and control output is established.
Based on input state feedback linearization method, the relationship between reference output and control output is established.
The self-designed measurement facility of the power output is established, which consists of a drive mechanism and data acquisition units.
A database of 40,960 datasets, including vertical stress (σz), horizontal to vertical stresses ratio (k), Poisson's ratio, radius of circular tunnel (r) and wall displacement of circular tunnel on the horizontal diameter (d) for input parameters and modulus of deformation for output, was established.
A database of 150 data sets, including modulus of elasticity of intact rock (Ei), uniaxial compressive strength (UCS), rock mass quality designation (RQD), the number of joint per meter (J/m), porosity, and dry density for possible input parameters, and the modulus deformation of the rock mass determined by a plate loading test for output, was established.
Various relationships between these factors, corresponding cost and output are established by scientific approach.
Take summer as an example: the time-varying wind power pattern is shown in Fig. 3, and then the UGF model for time-varying wind power output is established.
Firstly, a principal component analysis (PCA) combined with a hierarchal clustering algorithm is used to achieve the salient and time-varying patterns of wind power, then a sequential UGF equivalent model of wind power output is established by an apportioning method.
To determine the impact of installing the MACC on plant output, the steam-side characteristics were established through a series of experimental measurements taken on a full-scale prototype.
In terms of outputs and outcomes, changes in families were established from the FEP impact assessment that took place in April to June, 2009.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com