> ## Documentation Index
> Fetch the complete documentation index at: https://docs.dalus.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Trade Studies

> Systematically evaluate and compare design alternatives to make informed engineering decisions.

Trade studies help you objectively compare design options against weighted criteria. Instead of relying on intuition, you define measurable factors, score each alternative, and let Dalus calculate which option best meets your requirements.

## Accessing Trade Studies

Open the Trade Studies page from the left sidebar. The page lists all trade studies in your model, and you can create, duplicate, or delete studies from here.

<img src="https://mintcdn.com/dalus/0XSsJ8EbN61sr8wo/images/trade-studies/ts1.png?fit=max&auto=format&n=0XSsJ8EbN61sr8wo&q=85&s=60ee934689388729d82f2555d543fc82" alt="Trade Studies overview" width="1424" height="805" data-path="images/trade-studies/ts1.png" />

## Creating a Trade Study

1. Click **New Trade Study** to create a new study.
2. Enter a descriptive title (e.g., "Propulsion System Selection").
3. Optionally add a description to document the decision context and constraints.

## Trade Study Components

Each trade study contains three main elements:

| Component        | Description                                    | Example                                              |
| ---------------- | ---------------------------------------------- | ---------------------------------------------------- |
| **Criteria**     | Factors you evaluate alternatives against      | Cost, Weight, Performance, Reliability               |
| **Alternatives** | Design options being compared                  | Electric motor, Hydraulic system, Pneumatic actuator |
| **Scores**       | Raw values for each alternative-criterion pair | Cost = \$50,000, Weight = 12 kg                      |

<img src="https://mintcdn.com/dalus/0XSsJ8EbN61sr8wo/images/trade-studies/ts2.png?fit=max&auto=format&n=0XSsJ8EbN61sr8wo&q=85&s=cb058bfc41e59d49b7789e4da4452d5d" alt="Trade Study matrix" width="783" height="647" data-path="images/trade-studies/ts2.png" />

## Adding Criteria

Click **Add Criterion** to define evaluation factors. For each criterion, configure:

### Name

A clear label describing what you're measuring (e.g., "Unit Cost", "System Weight", "Power Output").

### Objective

How the criterion should be optimized:

| Objective    | Icon | When to Use                         | Scoring                                       |
| ------------ | ---- | ----------------------------------- | --------------------------------------------- |
| **Maximize** | ↑    | Higher values are better            | Score = (value - min) / (max - min)           |
| **Minimize** | ↓    | Lower values are better             | Score = (max - value) / (max - min)           |
| **Target**   | ⊕    | Closest to a specific value is best | Score = 1 - \|value - target\| / maxDeviation |

<Tip>
  Use **Target** for criteria like operating temperature where being too high or too low is undesirable. Set the target value to your ideal specification.
</Tip>

<img src="https://mintcdn.com/dalus/0XSsJ8EbN61sr8wo/images/trade-studies/ts3.png?fit=max&auto=format&n=0XSsJ8EbN61sr8wo&q=85&s=82edd2f25f0ed44e96b9d3686000e182" alt="Criterion objectives" width="851" height="638" data-path="images/trade-studies/ts3.png" />

### Weight

Relative importance of the criterion. Weights are automatically converted to percentages.

**Example:** If you have three criteria with weights 3, 2, and 1:

* Criterion A: 3 / (3+2+1) = 50%
* Criterion B: 2 / (3+2+1) = 33%
* Criterion C: 1 / (3+2+1) = 17%

## Adding Alternatives

Click **Add** in the alternatives header to add design options. Name each alternative clearly (e.g., "Option A: COTS Motor" or "Design 2: Custom Gearbox").

## Entering Scores

Enter raw scores in the matrix cells where each row is a criterion and each column is an alternative. Use actual measured or estimated values—not normalized scores.

**Examples:**

* Cost: Enter the actual dollar amount (\$50,000)
* Weight: Enter kilograms (12.5 kg)
* Efficiency: Enter percentage (87%)

Dalus automatically normalizes these values to a 0–1 scale based on your objective setting.

## Understanding Normalized Scores

Raw scores are converted to normalized scores (shown in parentheses) so different units can be compared fairly:

* **1.0** = Best possible performance for this criterion
* **0.0** = Worst possible performance for this criterion

The normalization considers all alternatives:

* For **Maximize**: The highest raw value gets 1.0
* For **Minimize**: The lowest raw value gets 1.0
* For **Target**: The value closest to the target gets the highest score

## Total Score Calculation

The total score for each alternative is calculated as:

**Total = Σ (Normalized Score × Weight %) for each criterion**

The alternative with the highest total score is highlighted as the winner.

<Note>
  Empty or undefined scores are treated as 0. Make sure to fill in all values for accurate comparisons.
</Note>

## Score Distribution Chart

Below the matrix, a pie chart visualizes how alternatives compare. Hover over segments to see exact scores. This helps stakeholders quickly grasp the relative performance of each option.

<img src="https://mintcdn.com/dalus/0XSsJ8EbN61sr8wo/images/trade-studies/ts4.png?fit=max&auto=format&n=0XSsJ8EbN61sr8wo&q=85&s=839d2113896edd055b879f65ac4368c8" alt="Score distribution chart" width="770" height="481" data-path="images/trade-studies/ts4.png" />

## Right Sidebar Summary

When you select a trade study from the left sidebar, a summary panel appears in the right sidebar showing:

* **Description** — The decision context and constraints
* **Alternatives** — Ranked by total score, with the winner highlighted and marked with a trophy icon
* **Criteria** — Listed with their weight percentages as tags

This provides a quick overview without opening the full trade study matrix, making it easy to review results during modeling sessions.

<img src="https://mintcdn.com/dalus/0XSsJ8EbN61sr8wo/images/trade-studies/ts5.png?fit=max&auto=format&n=0XSsJ8EbN61sr8wo&q=85&s=cd283bc92997b666968da64b7fa9e7f2" alt="Right sidebar trade study summary" width="486" height="414" data-path="images/trade-studies/ts5.png" />

## Trade Study Workflow

1. **Define the decision** — What are you trying to choose?
2. **Identify criteria** — What factors matter for this decision?
3. **Set objectives** — Should each criterion be maximized, minimized, or hit a target?
4. **Assign weights** — How important is each criterion relative to others?
5. **Add alternatives** — What options are you comparing?
6. **Enter raw scores** — What are the actual values for each alternative?
7. **Review results** — Which alternative has the highest total score?
8. **Document rationale** — Use the description field to explain your decision.

## Best Practices

1. **Use measurable criteria** — Avoid vague factors like "quality." Instead, use specific metrics like "mean time between failures" or "defect rate."

2. **Validate weights with stakeholders** — Criteria weighting often reveals differing priorities. Discuss weights before entering scores.

3. **Include sensitivity analysis** — Try adjusting weights to see if the winner changes. A robust decision should hold up under reasonable weight variations.

4. **Document assumptions** — Use the description field to note where scores came from and what assumptions were made.

5. **Keep alternatives comparable** — All options should be viable solutions to the same problem. Don't compare apples to oranges.

## Keyboard Shortcuts

| Action         | Shortcut              |
| -------------- | --------------------- |
| Navigate cells | Arrow keys            |
| Edit cell      | Enter or start typing |
| Confirm edit   | Enter                 |
| Cancel edit    | Escape                |

## Permissions

Trade study management respects model permissions:

| Role       | Can Create | Can Edit | Can Delete |
| ---------- | ---------- | -------- | ---------- |
| **Owner**  | ✓          | ✓        | ✓          |
| **Admin**  | ✓          | ✓        | ✓          |
| **Editor** | ✓          | ✓        | ✓          |
| **Viewer** | —          | —        | —          |

Viewers can browse trade studies but cannot modify them.
