HVAC/EPC Group

구성원 5명 · 논문 26편

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구성원

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그룹 비전

HVAC 서비스 그룹은 건물의 전 생애주기에 관한 지식 체계를 정립하고, 인공지능, 온톨로지, 디지털 트윈, 에이전트 엔지니어링 기술을 융합하여 지능형 HVAC 서비스의 차세대 표준을 제시하는 연구 공동체이다.

연구 주제

Rule-based control Building commissioning Model-based FDD Brick schema Sensor metadata Agentic building operation Physics-based model Pretrained model Digital twin update AI-driven O&M LLM agent Hybrid human–agent control Ontology mapping Foundation model Agentic O&M workflow Immersive BIM PID control VR-based construction review MEP systems Model synchronization Building metadata Virtual building model HVAC systems VR digital twin Agentic O&M service Data-driven model Transformer model Electrical systems Cooling load disaggregation Time-series Transformer Fault detection AI agent Semiconductor cleanroom Ontology alignment Setpoint optimization Virtual reality digital twin Building control Building performance monitoring Twin-model alignment State estimation Control loop model Fault isolation Autonomous agent Operational analytics Self-attention Surrogate model Agentic fault management Planning agent Point naming schema Load disaggregation Supervisory agent BIM-to-VR integration Building operation Autonomous O&M agent Virtual model Continuous commissioning Contamination control Agentic operations & maintenance Data schema Building ontology Human–AI operational supervision Anomaly detection Agentic HOS BIM visualization in VR