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In which case superposition theorem is not applicable?

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The superposition theorem is a fundamental principle used in electrical engineering and circuit analysis, but there are specific scenarios where it is not applicable. Here’s a detailed look at when superposition theorem doesn’t work:

### 1. **Non-Linear Components**

The superposition theorem assumes that the circuit elements are linear. This means that their behavior follows Ohm’s law and the principle of linearity. Linear components include resistors, capacitors, and inductors, where the relationship between voltage and current is directly proportional.

**Non-linear components** include devices like diodes, transistors, and certain types of specialized components. In circuits containing these non-linear elements, the superposition theorem cannot be applied because the response of the circuit is not directly proportional to the input. Non-linear elements introduce complexities such as threshold voltages and varying resistance, which disrupt the linearity assumption fundamental to superposition.

### 2. **Time-Varying Sources**

The superposition theorem is generally used for circuits with **constant or steady-state sources**. This means that the theorem applies when the sources are either DC (Direct Current) or sinusoidal AC (Alternating Current) signals at a fixed frequency. However, for circuits with sources that vary in a more complex, non-periodic manner (such as impulsive signals or rapidly varying sources), the superposition theorem becomes impractical because the superposition principle does not easily accommodate the time-varying nature of the sources in the analysis.

### 3. **Power Calculation**

The superposition theorem can be used to analyze voltages and currents in a circuit, but it is not applicable for **directly calculating power** in non-linear systems. Power calculations are inherently non-linear, as power is proportional to the square of current or voltage. Therefore, the superposition principle cannot be applied to directly compute the power dissipated in the circuit elements when dealing with non-linear components or when the sources interact in a complex manner.

### 4. **Interactions Between Sources**

In circuits where multiple sources interact in a way that their combined effect is not simply the sum of their individual effects, the superposition theorem might be limited. For example, when sources are connected in a way that their interactions create feedback loops or resonance effects, the linearity assumption of superposition might not hold true.

### 5. **Complex Networks with Multiple Interactions**

In highly complex networks where multiple sources interact in intricate ways, especially in the presence of non-linear feedback systems or time-varying elements, the assumptions underlying superposition may become less valid. Analyzing such networks might require more advanced techniques beyond the scope of simple superposition.

### Summary

To summarize, the superposition theorem is not applicable in circuits with non-linear components, time-varying sources, when directly calculating power in non-linear conditions, or when sources interact in ways that break the linearity assumption. For accurate analysis in such cases, more sophisticated methods or simulations are usually required.
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The **superposition theorem** is a powerful tool used in electrical engineering to analyze linear circuits with multiple independent sources (voltage or current sources). It works by allowing you to consider the contribution of each independent source separately and then combine the results to find the overall response. However, there are certain conditions where **superposition theorem is not applicable**. Let’s break them down:

### 1. **Non-linear components**
   - **Non-linearity**: Superposition theorem is strictly valid for **linear circuits** only. A linear circuit is one where the principle of linearity (proportionality and additivity) holds. Non-linear components such as **diodes, transistors, and Zener diodes** do not follow Ohm’s law in a linear fashion, meaning their voltage-current relationship isn't proportional.
     - For example, in a diode, the current does not increase linearly with the voltage (it has an exponential relationship), so you cannot apply superposition directly.

### 2. **Power calculations**
   - **Power is not additive**: Superposition theorem cannot be directly applied to calculate **power**. This is because power is proportional to the square of current or voltage (\(P = V^2/R\) or \(P = I^2R\)). If you apply superposition to voltages or currents, the individual powers from each source will not sum up to the total power in the circuit. You can, however, use superposition to find currents and voltages, and then calculate power based on the final results.

### 3. **Dependent (controlled) sources**
   - **Dependent sources**: The theorem cannot be used directly with circuits containing **dependent (controlled) sources** unless those sources are treated carefully. Dependent sources rely on some other variable in the circuit (voltage or current). When using superposition in circuits with dependent sources, these dependent sources **cannot be turned off** like independent sources. You have to keep them in the circuit because their behavior depends on the variables of the circuit, but you can still analyze the contributions of the independent sources.

### 4. **Unilateral components**
   - **Unilateral elements**: Components that have a behavior that depends on the direction of current flow (such as diodes) are not suitable for superposition. These components are directional and exhibit different characteristics in forward and reverse bias.
     - For example, in a circuit containing a diode, the diode might conduct in one scenario when one source is active but block current in another, leading to non-linear behavior.

### 5. **Circuits with varying parameters (time-variant elements)**
   - **Time-varying components**: Superposition theorem assumes that circuit elements remain constant during the analysis. If the components have parameters that change over time (like a resistor whose value depends on temperature or time), superposition cannot be applied.
     - Example: In circuits with **variable resistances**, such as thermistors or varistors, where resistance changes based on external factors like temperature or voltage, the circuit behavior becomes non-linear, invalidating superposition.

### 6. **Non-linear magnetic circuits**
   - **Saturation in magnetic circuits**: In circuits that involve magnetic materials or inductors with core saturation, the relationship between current and magnetic flux becomes non-linear after a certain point, and superposition no longer applies.

### Summary of where superposition is not applicable:
1. Circuits containing **non-linear components** (diodes, transistors, etc.).
2. When directly calculating **power** (voltage and current superposition works, but not for power).
3. Circuits with **dependent (controlled) sources**, unless handled carefully.
4. Circuits with **unilateral elements** (such as diodes, where the response is directional).
5. Circuits with **time-varying elements** or components that change characteristics over time.
6. Circuits involving **magnetic saturation** or other non-linear magnetic phenomena.

In all of these cases, the circuit does not obey the linearity required for superposition, so the theorem does not apply directly.
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