{"id":28489205,"url":"https://github.com/simranrayait51/project-pv-plant","last_synced_at":"2025-08-23T00:21:55.463Z","repository":{"id":296835181,"uuid":"994665101","full_name":"SimranRayait51/Project-PV-Plant","owner":"SimranRayait51","description":null,"archived":false,"fork":false,"pushed_at":"2025-06-02T09:50:27.000Z","size":145,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-02T20:28:38.180Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SimranRayait51.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-06-02T09:41:57.000Z","updated_at":"2025-06-02T09:50:30.000Z","dependencies_parsed_at":"2025-06-02T20:42:43.941Z","dependency_job_id":null,"html_url":"https://github.com/SimranRayait51/Project-PV-Plant","commit_stats":null,"previous_names":["simranrayait51/project-pv-plant"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SimranRayait51/Project-PV-Plant","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SimranRayait51%2FProject-PV-Plant","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SimranRayait51%2FProject-PV-Plant/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SimranRayait51%2FProject-PV-Plant/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SimranRayait51%2FProject-PV-Plant/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SimranRayait51","download_url":"https://codeload.github.com/SimranRayait51/Project-PV-Plant/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SimranRayait51%2FProject-PV-Plant/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262318923,"owners_count":23292972,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-08T06:36:07.930Z","updated_at":"2025-06-27T19:30:59.339Z","avatar_url":"https://github.com/SimranRayait51.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PV Plant Performance Ratio (PR) and Global Horizontal Irradiance (GHI) Analysis\n\n## Overview\n\nThis project processes and visualizes the daily Performance Ratio (PR) and Global Horizontal Irradiance (GHI) data of a photovoltaic (PV) plant. The goal is to analyze the plant's performance over time, comparing it against a dynamically calculated budget line and visualizing key trends.\n\n## Dataset\n\nThe raw data consists of two parameters:\n\n- **PR (Performance Ratio):** Tracks daily PV plant performance; higher values indicate better performance.\n- **GHI (Global Horizontal Irradiance):** Tracks daily solar irradiation; higher values indicate sunnier days.\n\nThe data is organized by year-month and parameter in separate folders.\n\n## Data Processing\n\n- The script reads all CSV files from the `PR` and `GHI` directories.\n- It merges the data into a single CSV file named `single_csv.csv` with columns: `Date`, `GHI`, and `PR`.\n- The processed data contains 982 rows (daily records).\n  \n## Visualization\n\n- The visualization script generates a scatter plot where:\n  - The x-axis is the date.\n  - The scatter points show daily PR values.\n  - Points are color-coded based on GHI ranges:\n    - \u003c 2: Navy blue\n    - 2 - 4: Light blue\n    - 4 - 6: Orange\n    - \\\u003e 6: Brown\n  - A red line shows the 30-day moving average of PR.\n  - A dark green budget line shows a decreasing target PR value annually (not hardcoded).\n  - The plot also highlights points above the budget and shows average PR values for various recent periods.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimranrayait51%2Fproject-pv-plant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimranrayait51%2Fproject-pv-plant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimranrayait51%2Fproject-pv-plant/lists"}