Math Problem Statement

How does the temperature of the coffee change over time using two different models?

Solution

The problem involves two models that describe how the temperature yy of coffee in a thermos changes over time xx (in hours) after being placed outdoors where the ambient temperature is 15C15^\circ C. The coffee initially starts at 92C92^\circ C.

Model A: y=927xy = 92 - 7x

Model B: y=920.93xy = 92 \cdot 0.93^x

The questions associated with these models are:

(a) Calculate the temperature of the coffee after three hours using both Model A and Model B.

(b) Describe in simple terms how each model explains the temperature decrease.

(c) Investigate how many hours each model is valid, and specify the domains of the two functions.

Let's break down and solve each part:

(a) Calculating coffee temperature after three hours:

For Model A: yA=927xy_A = 92 - 7x Substitute x=3x = 3: yA=927(3)=9221=71Cy_A = 92 - 7(3) = 92 - 21 = 71^\circ C

For Model B: yB=920.93xy_B = 92 \cdot 0.93^x Substitute x=3x = 3: yB=920.933y_B = 92 \cdot 0.93^3

I'll calculate yBy_B next.

(b) Explanation of the models:

  • Model A shows a linear decrease, where the coffee loses a constant 7C7^\circ C per hour. This represents a steady rate of cooling.

  • Model B shows an exponential decay, where the cooling rate slows down over time. The temperature decreases by 7% each hour relative to its current value.

(c) Validity of each model:

  • Model A continues to decrease linearly and will eventually predict temperatures below the ambient temperature, which is physically impossible. To find when yA=15Cy_A = 15^\circ C, solve: 927x=1592 - 7x = 15 x=92157=777=11 hoursx = \frac{92 - 15}{7} = \frac{77}{7} = 11 \text{ hours} Model A is valid until 11 hours.

  • Model B represents exponential decay, which never predicts a temperature below the ambient temperature of 15C15^\circ C. However, we need to determine when the temperature is close to 15C15^\circ C.

Let me calculate the values for both Model B at 3 hours and solve the rest.For (a), the temperatures of the coffee after three hours are:

  • Model A: 71C71^\circ C
  • Model B: 74.00C74.00^\circ C

(b) Explanation of the models:

  • Model A shows a linear cooling, with the temperature decreasing by a constant 7C7^\circ C each hour.

  • Model B describes exponential cooling, where the temperature decreases by a fixed percentage (7%) each hour. This model predicts a slower rate of cooling over time.

(c) Investigating how long each model is valid:

  • Model A becomes invalid after approximately 11 hours, when it predicts a temperature of 15C15^\circ C, the ambient temperature.

  • Model B approaches but never quite reaches the ambient temperature, 15C15^\circ C, as it represents exponential decay.

If you'd like, I can calculate when Model B predicts a temperature close to 15C15^\circ C, or provide further details.


Would you like any further clarifications or a more detailed explanation?

Here are 5 related questions to expand on this topic:

  1. How would the cooling change if the ambient temperature was lower than 15C15^\circ C?
  2. Could a linear model like Model A ever be accurate for long-term cooling?
  3. How does exponential decay relate to half-life, often seen in physical sciences?
  4. What happens to the coffee's temperature according to Model B after 24 hours?
  5. How would changing the 0.930.93 factor in Model B affect the cooling process?

Tip: Exponential models like Model B are often used in situations where change slows over time, such as cooling or population decay.

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Math Problem Analysis

Mathematical Concepts

Linear Functions
Exponential Functions

Formulas

y = 92 - 7x
y = 92 x 0.93^x

Theorems

-

Suitable Grade Level

High School