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Please show me the step by step solution hand method that the question asks for,

ID: 3257564 • Letter: P

Question

Please show me the step by step solution hand method that the question asks for, I need to understand how to solve these, thanks!

Probability Problem

An electric utility is experiencing a difficult time obtaining natural gas for electric generation. Fuels other than natural gas (called fuel-mixes) are purchased at an extra cost, which is transferred to the customer. Total monthly fuel expenses are now averaging $7,750,000.

An engineer with the city-owned utility has calculated the average revenue for the past 24 months using three fuel-mix situations –

Gas Plentiful

< 30% other fuels purchased

>=30% other fuels purchased

The table below indicates the number of months that each fuel-mix situation occurred (i.e Gas Plentiful occurred 12 out of the last 24 months).

Can the utility expect to meet future monthly expenses based on the 24 months of data, if a similar fuel-mix pattern continues? (i.e. what is the expected EMV?) You can use Excel or do this by hand (5 points)

Revenue & Fuel Mix Data

Fuel-Mix Situation

Months in Past 24

Average Revenue,

$ per Month

Gas plentiful

12

5,270,000

<30% other

6

7,850,000

>= 30% other

6

12,130,000

Revenue & Fuel Mix Data

Fuel-Mix Situation

Months in Past 24

Average Revenue,

$ per Month

Gas plentiful

12

5,270,000

<30% other

6

7,850,000

>= 30% other

6

12,130,000

Explanation / Answer

Solution

Concept Base

1. Gas Plentiful occurred 12 out of the last 24 months

   => P(Gas Plentiful) = 12/24 = 0.5.

    Similarly, P(<30% other) = 6/24 = 0.25 and P(>=30% other) = 6/24 = 0.25.

2. EMV = [over x]{x.P(x)}, where x = value and P(x) is the corresponding probability.

3. The utility is expected to meet future monthly expenses if EMV of per month  

   revenue > 7,750,000 (i.e., Total monthly fuel expenses on an average).

Now, to work out the problem,

Fuel-Mix Situation

Probability          P(x)

Average Revenue

EMV = x.P(x)

$ per Month (x)

Gas plentiful

0.5

5,270,000

2635000

<30% other

0.25

7,850,000

1962500

>= 30% other

0.25

12,130,000

3032500

TOTAL

7630000

Conclusion: Since 7630000 < 7,750,000, the utility is not expected to meet

total monthly fuel expenses on an average.

DONE

Fuel-Mix Situation

Probability          P(x)

Average Revenue

EMV = x.P(x)

$ per Month (x)

Gas plentiful

0.5

5,270,000

2635000

<30% other

0.25

7,850,000

1962500

>= 30% other

0.25

12,130,000

3032500

TOTAL

7630000

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