Biomedical Engineering  ·  Level 6
Engineering Mathematics I
Chapter 1: Apply algebra
📚 6 Topics
⚑ What you will be able to do

By the end of this chapter, you will be able to:

  • correctly perform indices calculations by applying the laws of indices.
  • accurately carry out logarithm calculations using the laws of logarithms.
  • confidently solve simultaneous equations using the right mathematical methods.
  • effectively solve quadratic equations with appropriate techniques.

Mastering these skills will help you tackle real-world engineering problems with confidence and precision.

Biomedical engineering professionals in Kenya rely heavily on mathematical tools to design, analyze, and troubleshoot biomedical devices and systems. Algebra forms the foundation for solving equations related to physiological measurements, device parameters, and system behaviors. Mastery of algebraic concepts such as indices and logarithms is essential for interpreting sensor data, modeling biological processes, and calibrating instruments accurately.

1.1 Importance of algebra in engineering

Algebra is the language of engineering calculations, enabling biomedical engineers to formulate relationships between variables such as voltage, current, resistance, and biological signals. It allows systematic manipulation of formulas to isolate unknowns, optimize device performance, and solve for critical parameters in complex systems. In Kenya’s healthcare infrastructure, accurate algebraic problem-solving supports the development and maintenance of equipment ranging from ECG machines to dialysis units. Algebraic skills also underpin data analysis, error correction, and algorithm development in biomedical instrumentation and diagnostics.

1.1.1 Formulating biomedical engineering problems algebraically

Algebra helps translate real-world biomedical scenarios into mathematical expressions that can be solved systematically.

  • Biomedical signals such as heart rate or blood glucose concentration can be modeled as variables in algebraic equations.
  • Device calibration requires setting algebraic equations that relate input and output signals.
  • Drug dosage calculations often involve algebraic manipulation to determine the correct concentration.
  • Mechanical properties of prosthetics and implants are analyzed using algebraic relations between force, stress, and strain.
  • Signal processing algorithms use algebra to manipulate and filter data from sensors.

Worked Examples

Example 1: A pulse oximeter outputs a voltage \(V\) related to the oxygen saturation \(S\) by the equation \(V = 0.8S + 0.2\). Find \(S\) when \(V = 0.92\) volts.

Given: \(V = 0.92\) V, \(V = 0.8S + 0.2\)

$$0.92 = 0.8S + 0.2$$

$$0.8S = 0.92 - 0.2$$

$$0.8S = 0.72$$

$$S = \frac{0.72}{0.8}$$

$$S = 0.9$$

Answer: Oxygen saturation \(S = 0.9\) (or 90%)

Example 2: The resistance \(R\) of a biomedical sensor varies with temperature \(T\) as \(R = 100 + 0.5T\) ohms. Find \(T\) if the resistance measured is 125 ohms.

Given: \(R = 125\) Ω, \(R = 100 + 0.5T\)

$$125 = 100 + 0.5T$$

$$0.5T = 125 - 100$$

$$0.5T = 25$$

$$T = \frac{25}{0.5}$$

$$T = 50$$

Answer: Temperature \(T = 50^\circ C\)

Example 3: A glucose sensor’s output current \(I\) is related to glucose concentration \(C\) by \(I = 2C - 0.1\) mA. If the output current is 3.9 mA, find the glucose concentration.

Given: \(I = 3.9\) mA, \(I = 2C - 0.1\)

$$3.9 = 2C - 0.1$$

$$2C = 3.9 + 0.1$$

$$2C = 4.0$$

$$C = \frac{4.0}{2}$$

$$C = 2.0$$

Answer: Glucose concentration \(C = 2.0\) mmol/L

1.1.2 Solving simultaneous equations in biomedical contexts

Biomedical engineering often involves systems with multiple variables requiring simultaneous equations to find unknowns.

  • Electrical circuits in bioinstrumentation may require solving for voltage and current simultaneously.
  • Physiological models such as cardiac output and blood flow can be represented by multiple equations.
  • Drug interaction models involve simultaneous equations to predict combined effects.
  • Calibration of multi-sensor devices requires solving equations with several unknowns.
  • Biomechanical forces on joints involve simultaneous equilibrium equations.

Worked Examples

Example 1: In a circuit, two equations are given: \(3V + 2I = 12\) and \(V - I = 2\). Find \(V\) and \(I\).

Given: \(3V + 2I = 12\), \(V - I = 2\)

From second equation:

$$V = I + 2$$

Substitute into first:

$$3(I + 2) + 2I = 12$$

$$3I + 6 + 2I = 12$$

$$5I + 6 = 12$$

$$5I = 6$$

$$I = \frac{6}{5} = 1.2$$

Then:

$$V = 1.2 + 2 = 3.2$$

Answer: \(V = 3.2\) volts, \(I = 1.2\) amperes

Example 2: Blood flow rate \(Q\) and pressure \(P\) satisfy \(2Q + 3P = 18\) and \(4Q - P = 10\). Find \(Q\) and \(P\).

Given: \(2Q + 3P = 18\), \(4Q - P = 10\)

From second equation:

$$P = 4Q - 10$$

Substitute into first:

$$2Q + 3(4Q - 10) = 18$$

$$2Q + 12Q - 30 = 18$$

$$14Q = 48$$

$$Q = \frac{48}{14} = \frac{24}{7} \approx 3.43$$

Then:

$$P = 4 \times 3.43 - 10 = 13.72 - 10 = 3.72$$

Answer: \(Q \approx 3.43\) L/min, \(P \approx 3.72\) kPa

Example 3: For a prosthetic joint, forces \(F_x\) and \(F_y\) satisfy \(5F_x - 2F_y = 7\) and \(3F_x + 4F_y = 1\). Find \(F_x\) and \(F_y\).

Given: \(5F_x - 2F_y = 7\), \(3F_x + 4F_y = 1\)

Multiply second by 2:

$$6F_x + 8F_y = 2$$

Multiply first by 4:

$$20F_x - 8F_y = 28$$

Add:

$$(20F_x - 8F_y) + (6F_x + 8F_y) = 28 + 2$$

$$26F_x = 30$$

$$F_x = \frac{30}{26} = \frac{15}{13} \approx 1.15$$

Substitute into first:

$$5(1.15) - 2F_y = 7$$

$$5.75 - 2F_y = 7$$

$$-2F_y = 7 - 5.75 = 1.25$$

$$F_y = -\frac{1.25}{2} = -0.625$$

Answer: \(F_x \approx 1.15\) N, \(F_y \approx -0.625\) N

1.1.3 Algebraic manipulation in sensor calibration

Calibration of biomedical sensors requires algebraic rearrangement of formulas to determine calibration constants and unknown parameters.

  • Linear calibration curves relate sensor output to measured quantity.
  • Polynomial calibration may require factoring and solving higher-degree equations.
  • Determining offset and gain involves solving simultaneous equations.
  • Correcting sensor drift uses algebraic adjustments.
  • Calibration data fitting uses algebra to isolate variables.

Worked Examples

Example 1: A temperature sensor output \(V\) relates to temperature \(T\) by \(V = aT + b\). Given \(V=2.5\) V at \(T=40^\circ C\) and \(V=1.5\) V at \(T=20^\circ C\), find \(a\) and \(b\).

Given: \(2.5 = 40a + b\), \(1.5 = 20a + b\)

Subtract second from first:

$$(2.5 - 1.5) = (40a - 20a) + (b, b)$$

$$1.0 = 20a$$

$$a = \frac{1.0}{20} = 0.05$$

Substitute \(a\) into second:

$$1.5 = 20 \times 0.05 + b$$

$$1.5 = 1.0 + b$$

$$b = 0.5$$

Answer: \(a = 0.05\) V/°C, \(b = 0.5\) V

Example 2: A sensor’s output voltage \(V\) follows \(V = kC^2 + m\), where \(C\) is concentration. Given \(V=10\) V at \(C=2\) and \(V=22.5\) V at \(C=3\), find \(k\) and \(m\).

Given: \(10 = 4k + m\), \(22.5 = 9k + m\)

Subtract first from second:

$$22.5 - 10 = 9k - 4k + m, m$$

$$12.5 = 5k$$

$$k = \frac{12.5}{5} = 2.5$$

Substitute into first:

$$10 = 4 \times 2.5 + m$$

$$10 = 10 + m$$

$$m = 0$$

Answer: \(k = 2.5\) V/(unit concentration)^2, \(m = 0\) V

Example 3: A pressure sensor output \(P\) satisfies \(P = a \sqrt{F} + b\), where \(F\) is force. Given \(P=5\) at \(F=16\) and \(P=7\) at \(F=36\), find \(a\) and \(b\).

Given: \(5 = a \times 4 + b\), \(7 = a \times 6 + b\)

Subtract first from second:

$$7 - 5 = 6a - 4a + b, b$$

$$2 = 2a$$

$$a = 1$$

Substitute into first:

$$5 = 1 \times 4 + b$$

$$5 = 4 + b$$

$$b = 1$$

Answer: \(a = 1\), \(b = 1\)

Practice Questions

  1. Solve for \(x\) in the equation \(4x + 3 = 19\). (2 marks)
  2. Two variables satisfy \(2A + 3B = 12\) and \(4A - B = 5\). Find \(A\) and \(B\). (4 marks)
  3. A sensor output \(V = 0.6T + 0.1\). Find \(T\) if \(V = 1.9\) volts. (3 marks)
  4. A device output current \(I = 3C - 0.2\). Calculate \(C\) when \(I = 8.8\) mA. (3 marks)
  5. For calibration, \(V = aC + b\), given \(V=4\) at \(C=5\) and \(V=7\) at \(C=11\), find \(a\) and \(b\). (4 marks)
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🔒1.2 Indices and logarithms

Biomedical engineering data often span wide ranges, requiring indices (exponents) and logarithms for compact representation and analysis. Indices simplify repeated multiplication, while logarithms convert multiplicative relationships into additive ones, easing…

🔒1.3 Linear Equations

In biomedical engineering, linear equations are vital for modeling physiological systems, calibrating medical devices, and analyzing data from diagnostic equipment. For example, the relationship between drug concentration and time in pharmacokinetics often fol…

🔒1.4 Quadratic Equations

Quadratic equations are fundamental in biomedical engineering calculations, especially when modelling physiological processes that follow nonlinear behaviours. For instance, determining the flow rate of blood through vessels or the concentration of a drug in t…

🔒1.5 Algebraic functions and graph

Algebraic functions are fundamental in modeling biomedical engineering systems, such as drug concentration over time, electrical signals in bioinstrumentation, and physiological responses. In Kenya’s biomedical engineering industry, understanding different typ…

🔒1.6 Using graphs to solve engineering problems

Graphical analysis is a powerful tool for solving biomedical engineering problems, such as determining drug dosage, interpreting sensor signals, and optimizing medical device parameters. In Kenya, biomedical engineers use graphs to estimate unknown values, fin…

Chapter Summary

Self-Assessment

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Written Assessment

  1. Calculate \(3^4 \times 3^2\). (2 marks)

  2. Simplify the expression \(\frac{5^{7}}{5^{3}}\). (2 marks)

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Chapter Examination Questions

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SECTION A (40 Marks) - Answer ALL Questions

  1. A biomedical engineer is analyzing the growth of bacterial colonies in a hospital lab, modeled by the function \(N = 2^t\), where \(t\) is time in hours. Calculate the number of colonies after 5 hours. (4 marks)
  2. Simplify the expression \( (x^3)^4 \times x^{-5} \) and express your answer as a single power of \(x\). (4 marks)
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Am I competent?

At the start of this chapter we promised you would be able to:

  • correctly perform indices calculations by applying the laws of indices.
  • accurately carry out logarithm calculations using the laws of logarithms.
  • confidently solve simultaneous equations using the right mathematical methods.
  • effectively solve quadratic equations with appropriate techniques.

Tick each one you can genuinely do.

So, are you there yet?

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