상업 건조환경분야에서 Algorithm-Aided 생애주기 BIM 과 머신러닝 솔류션 기반 리테일 프로젝트 관리의 자동화된 디자인 프로세스 플랫폼 개발에 관한 연구

소개

"상업 건조환경분야에서 Algorithm-Aided 생애주기 BIM 과 머신러닝 솔류션 기반 리테일 프로젝트 관리의 자동화된 디자인 프로세스 플랫폼 개발에 관한 연구"에 대한 내용입니다.

목차

1. Overview

2. Introduction
1) Background and Question
2) Objective and Aims
3) Research performance procedure

3. Literature review
1) Lifecycle BIM
2) Generative Design

4. Methodology
1) Methodological Process
2) Conditions of application

5. Expected results

6. Timescale

7. References

본문내용

Overview
인공지능의 4 차 산업혁명의 도래는 최근 ICT (Information and Communications Technologies) 산업의 급속한 발전을 견인하고 있으며, 이는 건조환경 분야에서 정보 데이터 기반의 생애주기 BIM (Building Information Modelling)과 머신러닝으로 보다 진보된 관련연구들을 촉진시키고 있다(Yong-Ju et al., 2017). 이러한 인공지능의 시대에 오프라인 리테일 스토어의 빠른 디지털화와 물리적 경험의 결합은 부인할 수 없는 리테일링(소매업) 의 미래가 되어 왔고, 이제는 브랜드의 궁극적 가치를 고객에게 전달하는 온-오프라인의 매개체적 공간으로써 그 전략적 패러다임이 변화해왔다 (Chris, 2017). 이에 리테일 프로젝트 전 생애주기에서 정보데이터를 기반으로 그것의 프로세스 개발은 향후 기업의 프로젝트 관리를 위한 중추적이고 필수적인 사항이 될 수 있다. 본 연구는 리테일 프로젝트 전 생애주기중 디자인 프로세스에서 Algorithm-Aided 생애주기 BIM 과 머신러닝 솔류션의 적용을 통하여 현재 프로세스와의 차이점을 분석하고, 시간적, 비용적, 그리고 질적 효용성의 그 실제적 가치를 찾는 것에 있으며, 이러한 분석을 검증함으로써 데이터 기반 자동화된 리테일 프로젝트 관리 시스템 구축 가능성에 초점을 두고 있다.

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