Math Problem Statement

Set up a linear system whose solution provides the unknown flow rates for the given network of pipes in the oil refinery diagram.

Solution

Let's break down the problem shown in the diagram and work on setting up the linear system.

The goal is to determine the unknown flow rates (x1,x2,x3,x4,x5,x6x_1, x_2, x_3, x_4, x_5, x_6) for each pipe segment in the network based on the inflow and outflow constraints at each node (A, B, C, D, and E). The problem asks us to create a matrix equation of the form:

Ax=yA \vec{x} = \vec{y}

where:

  • x\vec{x} is the vector of unknowns [x1,x2,x3,x4,x5,x6]T[x_1, x_2, x_3, x_4, x_5, x_6]^T,
  • y\vec{y} is the vector of known inflows and outflows at each node [25,175,200,150,200]T[25, 175, 200, 150, 200]^T.

Step 1: Write Flow Balance Equations at Each Node

For each node, the sum of incoming flows should equal the sum of outgoing flows:

  • Node A:

    • Incoming: 25 (from outside)
    • Outgoing: x1x_1 to E, x2x_2 to B
    • Flow balance: 25=x1+x225 = x_1 + x_2
  • Node B:

    • Incoming: x2x_2 from A, x4x_4 from D
    • Outgoing: x6x_6 to C
    • Flow balance: x2+x4=x6+175x_2 + x_4 = x_6 + 175
  • Node C:

    • Incoming: x6x_6 from B
    • Outgoing: 200 (to outside)
    • Flow balance: x6=200x_6 = 200
  • Node D:

    • Incoming: x3x_3 from E
    • Outgoing: x4x_4 to B, x5x_5 to C
    • Flow balance: x3=x4+x5+150x_3 = x_4 + x_5 + 150
  • Node E:

    • Incoming: 200 (from outside)
    • Outgoing: x1x_1 to A, x3x_3 to D
    • Flow balance: 200=x1+x3200 = x_1 + x_3

Step 2: Set Up the System in Matrix Form

Now, we can represent the system of equations from the flow balances in matrix form.

Ax=yA \vec{x} = \vec{y}

  • The matrix AA will contain the coefficients of x1,x2,...,x6x_1, x_2, ..., x_6.
  • The vector x\vec{x} will be [x1,x2,x3,x4,x5,x6]T[x_1, x_2, x_3, x_4, x_5, x_6]^T.
  • The vector y\vec{y} will be [25,175,200,150,200]T[25, 175, 200, 150, 200]^T.

Would you like me to proceed with forming the full matrix equation for AA and solving it? Let me know if you need details or have any questions.


Here are 5 related questions for further exploration:

  1. What methods can be used to solve a system of linear equations like this one?
  2. How does the structure of the matrix AA reflect the flow relationships in the network?
  3. What is the significance of conservation of mass in this type of flow network?
  4. How do inflow and outflow conditions affect the uniqueness of the solution?
  5. What computational tools can solve systems of linear equations efficiently?

Tip: When analyzing flow networks, always ensure that incoming and outgoing flows at each node are balanced to maintain mass conservation principles.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Flow Networks
Systems of Linear Equations

Formulas

Conservation of Mass: sum of inflows = sum of outflows at each node
Matrix equation: A * x = y

Theorems

Conservation of Mass Theorem
Matrix Representation of Linear Systems

Suitable Grade Level

Grades 10-12 and College