MATERIALS SCIENCE AND ENGINEERING: INTRO
10th Edition
ISBN: 9781119571308
Author: Callister
Publisher: WILEY
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Chapter 5, Problem 1DP
To determine
The possibility to purify hydrogen gas in the given manner if possible then the temperature required and thickness of the metal sheet. If not possible then the probable reason for it.
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5-9 A 230 V shunt motor has a nominal arma-
ture current of 60 A. If the armature resist-
ance is 0.152, calculate the following:
a. The counter-emf [V]
b. The power supplied to the armature [W]
c. The mechanical power developed by the
motor, [kW] and [hp]
5-10 a. In Problem 5-9 calculate the initial start-
ing current if the motor is directly con-
nected across the 230 V line.
b. Calculate the value of the starting resistor
needed to limit the initial current to 115 A.
Build a model on the data using the below hyperparameters
The number of neurons in the first, second, third, and fourth layers should be 128,64,64 and 32 respectively.
Use ReLu as an Activation function in Input and Hidden layers
Adam as Optimizer with 1e-3 as learning rate
Build the model on 200 Epochs with batch_size=128
What is the accuracy of the model on the training data?
Note
Do not use stratify sampling and Callbacks.
The given dataset is scaled, so please don't scale the data again.
how to solve this?
Chapter 5 Solutions
MATERIALS SCIENCE AND ENGINEERING: INTRO
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