{"id":27436194,"url":"https://github.com/lkhoony/capstone","last_synced_at":"2026-05-08T05:37:54.510Z","repository":{"id":280252004,"uuid":"338555146","full_name":"lkhoony/Capstone","owner":"lkhoony","description":"An web application analysing power usage and scheduling Combined Cool \u0026 Heat Power generate using prediction model","archived":false,"fork":false,"pushed_at":"2021-02-22T05:07:35.000Z","size":7234,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-14T19:19:02.377Z","etag":null,"topics":["docker-compose","flask-api","javascript","python","vuejs"],"latest_commit_sha":null,"homepage":"","language":"Vue","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lkhoony.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2021-02-13T11:03:46.000Z","updated_at":"2023-03-27T02:01:38.000Z","dependencies_parsed_at":"2025-03-02T09:44:43.962Z","dependency_job_id":null,"html_url":"https://github.com/lkhoony/Capstone","commit_stats":null,"previous_names":["lkhoony/capstone"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lkhoony%2FCapstone","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lkhoony%2FCapstone/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lkhoony%2FCapstone/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lkhoony%2FCapstone/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lkhoony","download_url":"https://codeload.github.com/lkhoony/Capstone/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248943451,"owners_count":21186958,"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":["docker-compose","flask-api","javascript","python","vuejs"],"created_at":"2025-04-14T19:19:09.481Z","updated_at":"2026-05-08T05:37:54.457Z","avatar_url":"https://github.com/lkhoony.png","language":"Vue","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Capstone Design\n\n🥇 소프트웨어 융합대학 창의설계경진대회 최우수상\n\n🥉 교내 창의설계경진대회 동상\n\n[![GitHub license](https://img.shields.io/github/license/lkhoony/EV-obseoye?style=plastic)](https://github.com/lkhoony/Capstone)\n\n\n- [전력 사용량 예측 모델 학습 과정](https://github.com/lkhoony/Capstone_Prediction_Model)\n\n세종대학교 교내 전력 사용량 예측을 통한 경제성 분석 및 삼중 열 병합 발전(CCHP) 스케줄링 웹 어플리케이션  \n\n  - 전력 사용량 패턴 및 전력 사용 요금 분석\n  - 예측 모델을 활용한 전력 사용량 예측 및 CCHP 발전 스케줄링\n  - CCHP 발전으로 발생하는 경제적 이득 분석\n  \n![image](https://user-images.githubusercontent.com/66773320/107849755-c068fb80-6e40-11eb-8475-4122243225ef.png)\n\n![image](https://user-images.githubusercontent.com/66773320/107849774-daa2d980-6e40-11eb-9459-2650928c52c7.png)\n\n### Tech\n\n* Vue.js - 사용자의 요청 및 데이터를 API 서버에 전송 및 그래프 시각화\n* Flask - Front End에서의 요청을 받아 그래프를 전송하는 API 구현\n* MySQL - 전력 사용량 데이터 저장을 위한 DBMS\n* Sklearn - 전력 사용량 예측 모델 개발을 위한 라이브러리\n* Plotly - 데이터 시각화 라이브러리\n* Docker - 개발 환경 구축 및 배포\n\n### Development\nOpen your favorite Terminal and run these commands.\n\nFirst Tab:\n```sh\ncd frontend\nnpm run serve\n```\n\nSecond Tab:\n```sh\ncd backend\npython \"app.py\"\n```\n\n### Docker\n\n또한 아래의 명령어를 실행하여 docker-compose.yml 파일을 읽어 개발환경을 구축하고 웹 앱과 API 서버 컨테이너를 실행할 수 있다.\n\n```sh\ncd capstone\ndocker-compose up -d\n```\n\n실행\n\n```sh\nlocalhost:8080\n```\n\n\n### Todos\n\n - 회원 가입 시 전력 사용량 데이터 입력받아 예측 모델 생성\n\nLicense\n----\n\nMIT\n\n\n**Free Software, Hell Yeah!**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flkhoony%2Fcapstone","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flkhoony%2Fcapstone","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flkhoony%2Fcapstone/lists"}