Manufacturing Solar Panels Revisited

Problem Definition

Consider the following solution to a daily production mix optimization problem where:

  • The decision variables are the number of units to produce of three different types of products

  • The objective function coefficients (Objective coefficient in table) are the unitary profits (difference between production costs and sell price per unit) in euros

  • The three constraint represent the total availability of three sections in minutes

Decision variables

Decision variable

Solution

Reduced cost

Objective Coefficient

Lower bound

Upper bound

product 1 units

300

0

30

24.44

inf

product 2 units

33.33

0

20

-0

90

product 3 units

0

-8.33

40

-inf

48.33

Constraints

Constraint

Right Hand Side

Shadow Price

Slack

Min RHS

Max RHS

Section 1 availability

400

6.67

0

300

525

Section 2 availability

600

11.67

0

0

800

Section 3 availability

600

0

166.67

433.33

inf

Answer the following questions. Motivate your response based on the provided results:

  • Is it profitable to produce units of the three types of products? If any of the products is not profitable, what changes are needed to make it profitable?

  • In the actual economic context, the production costs are rising. Discuss how the rise of the production costs can affect your profit and identify the maximum unitary production cost increase that your daily production mix can support without changes in the base solution

  • In order to increase your production capacity, you need to evaluate 2 different improvement proposals from an external consultant. The first one considers a 12% increase of the availability of section 1, and the second a 7.5% increase of the availability of section 2. Which one is more profitable for the company?

[ ]: