Knowee
Questions
Features
Study Tools

An aerospace engineer uses historical flight data to predict the fuel consumption of a new aircraft design.  What is a potential limitation of this approach?Select one:a. The data might be incomplete or inaccurate.b. The model might not account for unforeseen weather conditions.c. There is no way to visualize the results for better understanding.d. The model cannot be used to diagnose engine malfunctions.

Question

An aerospace engineer uses historical flight data to predict the fuel consumption of a new aircraft design.  What is a potential limitation of this approach?Select one:a. The data might be incomplete or inaccurate.b. The model might not account for unforeseen weather conditions.c. There is no way to visualize the results for better understanding.d. The model cannot be used to diagnose engine malfunctions.

...expand
🧐 Not the exact question you are looking for?Go ask a question

Solution

A potential limitation of using historical flight data to predict the fuel consumption of a new aircraft design could be both a. The data might be incomplete or inaccurate and b. The model might not account for unforeseen weather conditions.

a. The data might be incomplete or inaccurate: Historical data might not include all the variables that can affect fuel consumption, or the data might be incorrect. For example, if the data doesn't include information about the weight of the aircraft or the altitude at which it was flying, the predictions might be off.

b. The model might not account for unforeseen weather conditions: Weather can greatly impact fuel consumption. If the model doesn't take into account possible changes in weather conditions, the predictions might not be accurate. For example, flying against strong winds can consume more fuel than flying with them.

The options c. There is no way to visualize the results for better understanding and d. The model cannot be used to diagnose engine malfunctions are not directly related to the limitations of using historical data for predicting fuel consumption.

This problem has been solved

Similar Questions

One approach to forecasting returns is to use historical data. What are three (3) limitations of this approach?

Using historical data to make informed decisions about how things may be in the future is an example of making predictions.1 pointTrueFalse

What is a potential risk of relying solely on historical data in sensing market opportunities?  A. Missing out on emerging trends  B. Enhanced adaptability to market changes  C. Improved understanding of consumer behavior  D. Increased customer loyalt

Which data type uses historical data to make decisions in the present?answerOperationalConceptualAnalyticalLogical

What is a potential risk of relying solely on historical data in sensing market opportunities?  A. Missing out on emerging trends  B. Enhanced adaptability to market changes  C. Improved understanding of consumer behavior  D. Increased customer loyalty

1/1

Upgrade your grade with Knowee

Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.