> ## Documentation Index > Fetch the complete documentation index at: https://docs.plantpredict.com/llms.txt > Use this file to discover all available pages before exploring further. # Process IV curve data > Takes a list of measured IV curves (each a list of `{voltage, current}` pairs at a known irradiance/temperature) and extracts the key operating points — `Isc`, `Imp`, `Voc`, `Vmp`, `Pmax` — for each curve. Used as preprocessing before single-diode parameter derivation. ## OpenAPI ````yaml /api-docs/api-reference/plantpredict-api.yaml post /Module/Generator/ProcessIVCurves openapi: 3.1.0 info: title: PlantPredict API version: 12.13.0 description: > ## What is PlantPredict? PlantPredict is an industry-leading performance modeling platform for utility-scale solar power plants. It predicts energy yield across the full project lifecycle — from early-stage site prospecting through detailed engineering and operational monitoring. The same engine that powers the PlantPredict web UI is fully exposed via this REST API, enabling automation of complex, high-time-resolution energy predictions without any UI interaction. ## Domain Model — read this first Understanding the object hierarchy is essential before calling the API: - **Weather** — A weather file (hourly irradiance, temperature, wind, etc.) for a geographic location. Imported from a provider (e.g. SolarAnywhere, Meteonorm) or uploaded manually. Weather files live in a company-wide library and are referenced by Predictions. - **Module** — A PV module definition parameterized with electrical characteristics (STC power, temperature coefficients, single-diode model parameters, IAM curves, etc.). Modules live in a company-wide library. - **Inverter** — An inverter definition with efficiency curves, voltage/power ratings, and optional kVA derating curves. Inverters live in a company-wide library. - **Project** — A named location (lat/lon) that acts as a container for one or more Predictions. Holds geographic metadata (country, elevation, UTC offset) and a status. - **Prediction** — The core simulation configuration nested under a Project. Defines the simulation period, model selections (transposition, air mass, degradation, soiling, shading, spectral shift models), uncertainty error terms, and references to a Weather file. A Prediction must be linked to a PowerPlant before it can be run. Status values: 0 = Draft, 1 = Active, 2 = Issued, 3 = Archived. - **PowerPlant** — The physical plant design attached to a Prediction. Describes the electrical topology: Blocks → Arrays → Inverters → DC Fields (strings of modules). Also includes transformers, transmission lines, energy storage (ESS), availability losses, and LGIA export limits. - **Shade Scene** — An optional 3D shading model (PVJ format) attached to a Prediction's DC Fields. Supports import from PVC or SHD files. Shade and TABT (Tracker Angle Back-Tracking) calculations are queued and run asynchronously. ## Typical workflow to run a prediction 1. Ensure a **Weather** file exists (search, download, or import one). 2. Ensure a **Module** and **Inverter** exist in the library. 3. **POST /Project** — create a project at the site location. 4. **POST /Project/{projectId}/Prediction** — create a prediction with model settings. 5. **POST /Project/{projectId}/Prediction/{predictionId}/PowerPlant** — attach a plant design referencing your module and inverter. 6. **POST /Project/{projectId}/Prediction/{predictionId}/Run** — queue the simulation. 7. Poll **GET /Project/{projectId}/Prediction/{predictionId}/Overview** until `status` reaches 2 (complete), then retrieve results via `/ResultSummary`, `/ResultDetails`, or `/NodalJson`. ## Authentication OAuth 2.0 **Client Credentials** flow via AWS Cognito. The spec advertises a single `bearerAuth` scheme — fetch a token yourself with the snippet below, then either paste it into the in-browser playground or pass it on every request as `Authorization: Bearer `. > **Why not advertise OAuth2 directly?** Most users have access to the > production tenant only, and we don't want to invite anyone to enter > long-lived `client_id` / `client_secret` credentials into a third-party > documentation site. Keep credentials in your own environment; ship > short-lived bearer tokens to wherever they are needed. - Token URL: `https://terabase-prd.auth.us-west-2.amazoncognito.com/oauth2/token` - Scopes: `transactions/get` (read), `transactions/post` (write) — request both to access the entire surface. - Send credentials as **Basic Auth** in the token request header. Example: ```bash curl -X POST 'https://terabase-prd.auth.us-west-2.amazoncognito.com/oauth2/token' \ -u "$PP_CLIENT_ID:$PP_CLIENT_SECRET" \ -d 'grant_type=client_credentials&scope=transactions/get transactions/post' ``` API credentials (Client ID + Secret) are generated per user by a company admin inside the PlantPredict UI (gear icon → user profile → Generate API Credentials). Store them securely — they are shown only once. ## Notes - All request/response bodies are JSON (`Content-Type: application/json`). - The API is stateless — every request must supply complete inputs; there is no session. - POST operations that create entities return `{"id": }`. - Many integer fields (model types, status codes) map to named enums — use `GET /Definitions` to retrieve the full enum catalog at runtime. - Long-running operations (Run, Shade calculations, TABT) are asynchronous; poll the corresponding `ProcessingStatus` endpoint to track progress. - Responses may include an `X-Message` header with non-blocking warnings (e.g. duplicate project name). servers: - url: https://api.plantpredict.terabase.energy description: Production security: - bearerAuth: [] tags: - name: Definitions description: Enum and model type definitions - name: Projects description: Solar project management - name: Predictions description: Energy prediction configuration and execution - name: PowerPlant description: Power plant design (blocks, arrays, inverters, transformers) - name: TimeSeries description: Custom time series data inputs - name: Results description: Prediction results — summary, details, nodal, average energy - name: FinancialModel description: Financial model parameters and cashflow results - name: Reports description: Report generation and export - name: ShadeScene description: 3D shade scene management and calculations - name: Weather description: Weather file import, download, and management - name: Inverters description: Inverter library management - name: Modules description: PV module library and single-diode parameter generation - name: ASHRAE description: ASHRAE climate station lookup - name: System description: System version and maintenance status - name: Company description: Company settings and user management - name: Country description: Reference country data paths: /Module/Generator/ProcessIVCurves: post: tags: - Modules summary: Process IV curve data description: >- Takes a list of measured IV curves (each a list of `{voltage, current}` pairs at a known irradiance/temperature) and extracts the key operating points — `Isc`, `Imp`, `Voc`, `Vmp`, `Pmax` — for each curve. Used as preprocessing before single-diode parameter derivation. operationId: processIVCurves requestBody: required: true content: application/json: schema: type: array items: type: object examples: postman-module-module-generator-process-iv-curves: value: - temperature: 25 irradiance: 1000 dataPoints: - current: 0 voltage: 0 - current: 1.823373 voltage: -1.975094 - current: 1.82255 voltage: -1.958302 - current: 1.821453 voltage: -1.949662 - current: 1.820776 voltage: -1.926781 - current: 1.819827 voltage: -1.916846 - current: 1.819007 voltage: -1.904794 - current: 1.818465 voltage: -1.886718 - current: 1.817469 voltage: -1.874306 - current: 1.816726 voltage: -1.850099 - current: 1.815756 voltage: -1.828831 - current: 1.815042 voltage: -1.801873 - current: 1.814104 voltage: -1.769216 - current: 1.813068 voltage: -1.744475 - current: 1.812106 voltage: -1.706867 - current: 1.811421 voltage: -1.660273 - current: 1.810178 voltage: -1.604743 - current: 1.80988 voltage: -1.532944 - current: 1.809525 voltage: -1.454226 - current: 1.809569 voltage: -1.331653 - current: 1.809114 voltage: -1.185485 - current: 1.808991 voltage: -0.9932011 - current: 1.808425 voltage: -0.7460286 - current: 1.80799 voltage: -0.4317857 - current: 1.807404 voltage: -0.0249008 - current: 1.80725 voltage: 0.4868751 - current: 1.807586 voltage: 1.100399 - current: 1.807517 voltage: 1.859974 - current: 1.807095 voltage: 2.757879 - current: 1.807156 voltage: 3.793593 - current: 1.806429 voltage: 5.008991 - current: 1.806265 voltage: 6.45389 - current: 1.805727 voltage: 8.185863 - current: 1.805283 voltage: 10.19291 - current: 1.804469 voltage: 12.51486 - current: 1.803572 voltage: 15.16558 - current: 1.8027 voltage: 18.15012 - current: 1.801541 voltage: 21.37329 - current: 1.800404 voltage: 24.8178 - current: 1.798926 voltage: 28.39852 - current: 1.797199 voltage: 32.01877 - current: 1.795819 voltage: 35.53878 - current: 1.793663 voltage: 38.84697 - current: 1.791319 voltage: 41.74788 - current: 1.789451 voltage: 44.26711 - current: 1.78683 voltage: 46.43472 - 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current: 1.214249 voltage: 79.27168 - current: 1.183379 voltage: 79.69186 - current: 1.151163 voltage: 80.10628 - current: 1.116907 voltage: 80.51228 - current: 1.080594 voltage: 80.92535 - current: 1.042224 voltage: 81.3548 - current: 1.002047 voltage: 81.78822 - current: 0.9598784 voltage: 82.20805 - current: 0.9155341 voltage: 82.64005 - current: 0.8691744 voltage: 83.09194 - current: 0.820051 voltage: 83.55133 - current: 0.7681606 voltage: 83.99706 - current: 0.7136533 voltage: 84.45084 - current: 0.6565516 voltage: 84.91228 - current: 0.597256 voltage: 85.38618 - current: 0.5353064 voltage: 85.84328 - current: 0.4708288 voltage: 86.31159 - current: 0.4031724 voltage: 86.8019 - current: 0.3326936 voltage: 87.27722 - current: 0.2602936 voltage: 87.7439 - current: 0.18666 voltage: 88.20272 - current: 0.1154919 voltage: 88.65323 - current: 0.05414752 voltage: 89.02916 responses: '200': description: Processed IV curve result content: application/json: schema: type: object '400': $ref: '#/components/responses/BadRequest' '401': $ref: '#/components/responses/Unauthorized' '500': $ref: '#/components/responses/ServerError' components: responses: BadRequest: description: | The request was rejected. PlantPredict returns one of two shapes: * `application/json` with `{message, modelState}` for input validation errors (ASP.NET Web API model-state). The `modelState` map keys field names to lists of human-readable error messages. * `text/plain` with a free-form message for runtime / database errors that bubble up before validation completes. Clients should branch on the `Content-Type` header. content: application/json: schema: $ref: '#/components/schemas/ModelStateError' example: message: The request is invalid. modelState: latitude: - The field Latitude must be between -90 and 90. text/plain: schema: type: string example: A successfully completed prediction cannot be cancelled. Unauthorized: description: >- Missing or invalid bearer token. The response body is empty and no `Content-Type` header is set; the 401 status code is the only signal. Fetch a fresh token (see the **Authentication** section of the API description) and retry. ServerError: description: | Unexpected server-side error. The body is usually a plain-text message but its structure is not guaranteed — treat it as opaque diagnostic text. Common causes: database constraint violation, downstream service timeout, internal exception. Retry-safe for idempotent requests; for non-idempotent ones, verify state before retrying. content: text/plain: schema: type: string example: An error has occurred. schemas: ModelStateError: type: object description: | ASP.NET Web API validation error. `modelState` maps the offending field name (or `request`) to a list of human-readable messages. properties: message: type: string modelState: type: object additionalProperties: type: array items: type: string required: - message securitySchemes: bearerAuth: type: http scheme: bearer bearerFormat: JWT description: >- Pass `Authorization: Bearer ` on every request. See the **Authentication** section of the API description for how to fetch a token. ````