Automotive Engineering Knowledge - Statistics

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Hint Answer % Correct
PSD Definition Frequency dependant distribution of the power of a signal regarding the existing frequencies of its spectrum
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Artificial neuron from left to right Inputs, weights, transfer function, activation function, function
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Criteria for a bad road large degree of unevenness, small waviness
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Unsprung mass definition part of the wheel suspension system that is only sprung by the tire(tire, rim, hub, brakes)
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Activation functions examples Rectified linear unit, step function, sigmoid function
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Why do we minimize unsprung mass reduced wheel load variations, better traction, safer vehicle handling
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Criteria for the design of vehicle suspensions regarding vertical dynamics Ride comfort, acceleration acting on transported goods, dynamic wheel load variations
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Criteria for a good road small degree of unevenness, large waviness
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3 Major learning paradigms in machine learning with one major challenge Supervised learning (availability of labels), Unsupervised learning (Usefulness of patterns), Reinforcement learning (Credit assignment problem)
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