Time-series Forecast for Indoor Zone Air Temperature with Long Horizons: A Case Study with Sensor-based Data from a Smart Building
Fuente:
arXiv
Saved in:
| Main Authors: | Sun, Liping, Guo, Yucheng, Lu, Siliang, Li, Zhenzhen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
N-Tree Diffusion for Long-Horizon Wildfire Risk Forecasting
by: Xing, Yucheng, et al.
Published: (2026)
by: Xing, Yucheng, et al.
Published: (2026)
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments
by: Thiry, Zachari, et al.
Published: (2024)
by: Thiry, Zachari, et al.
Published: (2024)
Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
by: Lu, Xiaoxiao, et al.
Published: (2026)
by: Lu, Xiaoxiao, et al.
Published: (2026)
λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics
by: Jaafar, Ahmed, et al.
Published: (2024)
by: Jaafar, Ahmed, et al.
Published: (2024)
Unified Flow Matching for Long Horizon Event Forecasting
by: Shou, Xiao
Published: (2025)
by: Shou, Xiao
Published: (2025)
A Review of the Long Horizon Forecasting Problem in Time Series Analysis
by: Krupakar, Hans, et al.
Published: (2025)
by: Krupakar, Hans, et al.
Published: (2025)
Air in Your Neighborhood: Fine-Grained AQI Forecasting Using Mobile Sensor Data
by: Sharma, Aaryam
Published: (2025)
by: Sharma, Aaryam
Published: (2025)
Long-term Forecasting with TiDE: Time-series Dense Encoder
by: Das, Abhimanyu, et al.
Published: (2023)
by: Das, Abhimanyu, et al.
Published: (2023)
Generalizable AI Model for Indoor Temperature Forecasting Across Sub-Saharan Africa
by: Akhtar, Zainab, et al.
Published: (2025)
by: Akhtar, Zainab, et al.
Published: (2025)
UrbanAI 2025 Challenge: Linear vs Transformer Models for Long-Horizon Exogenous Temperature Forecasting
by: Gokhman, Ruslan
Published: (2025)
by: Gokhman, Ruslan
Published: (2025)
Mechanism Learning: Prototype-Anchored Mechanism Inference for Scientific Forecasting
by: Jiang, Qian, et al.
Published: (2026)
by: Jiang, Qian, et al.
Published: (2026)
Interpreting Time Series Forecasts with LIME and SHAP: A Case Study on the Air Passengers Dataset
by: Shukla, Manish
Published: (2025)
by: Shukla, Manish
Published: (2025)
Forecasting-based Biomedical Time-series Data Synthesis for Open Data and Robust AI
by: Lee, Youngjoon, et al.
Published: (2025)
by: Lee, Youngjoon, et al.
Published: (2025)
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?
by: Karpukhin, Ivan, et al.
Published: (2024)
by: Karpukhin, Ivan, et al.
Published: (2024)
Progressive Neural Network for Multi-Horizon Time Series Forecasting
by: Lin, Yang
Published: (2023)
by: Lin, Yang
Published: (2023)
Accounting for Work Zone Disruptions in Traffic Flow Forecasting
by: Lu, Yuanjie, et al.
Published: (2024)
by: Lu, Yuanjie, et al.
Published: (2024)
Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting
by: Kakde, Shubham Tanaji, et al.
Published: (2024)
by: Kakde, Shubham Tanaji, et al.
Published: (2024)
FAITH: Frequency-domain Attention In Two Horizons for Time Series Forecasting
by: Li, Ruiqi, et al.
Published: (2024)
by: Li, Ruiqi, et al.
Published: (2024)
Conformal Prediction for Time-series Forecasting with Change Points
by: Sun, Sophia, et al.
Published: (2025)
by: Sun, Sophia, et al.
Published: (2025)
CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting
by: Lee, Minhyuk, et al.
Published: (2025)
by: Lee, Minhyuk, et al.
Published: (2025)
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering
by: Zhao, Dafang, et al.
Published: (2024)
by: Zhao, Dafang, et al.
Published: (2024)
Towards Invariant Time Series Forecasting in Smart Cities
by: Zhang, Ziyi, et al.
Published: (2024)
by: Zhang, Ziyi, et al.
Published: (2024)
ForecastGAN: A Decomposition-Based Adversarial Framework for Multi-Horizon Time Series Forecasting
by: Fatima, Syeda Sitara Wishal, et al.
Published: (2025)
by: Fatima, Syeda Sitara Wishal, et al.
Published: (2025)
Detecting Plant VOC Traces Using Indoor Air Quality Sensors
by: Nabaei, Seyed Hamidreza, et al.
Published: (2025)
by: Nabaei, Seyed Hamidreza, et al.
Published: (2025)
FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting
by: Ma, Shusen, et al.
Published: (2024)
by: Ma, Shusen, et al.
Published: (2024)
Long Input Sequence Network for Long Time Series Forecasting
by: Ma, Chao, et al.
Published: (2024)
by: Ma, Chao, et al.
Published: (2024)
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
by: Liang, Rui, et al.
Published: (2024)
by: Liang, Rui, et al.
Published: (2024)
Forecasting Four Business Cycle Phases Using Machine Learning: A Case Study of US and EuroZone
by: Pontes, Elvys Linhares, et al.
Published: (2024)
by: Pontes, Elvys Linhares, et al.
Published: (2024)
A Comparative Study of Machine Learning Models for Hourly Forecasting of Air Temperature and Relative Humidity
by: Dong, Jiaqi
Published: (2026)
by: Dong, Jiaqi
Published: (2026)
El Nino Prediction Based on Weather Forecast and Geographical Time-series Data
by: Trinh, Viet, et al.
Published: (2026)
by: Trinh, Viet, et al.
Published: (2026)
Long-Horizon Traffic Forecasting via Incident-Aware Conformal Spatio-Temporal Transformers
by: Patil, Mayur, et al.
Published: (2026)
by: Patil, Mayur, et al.
Published: (2026)
A Causality-Aware Spatiotemporal Model for Multi-Region and Multi-Pollutant Air Quality Forecasting
by: Lu, Junxin, et al.
Published: (2025)
by: Lu, Junxin, et al.
Published: (2025)
ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters
by: Lu, Yihang, et al.
Published: (2025)
by: Lu, Yihang, et al.
Published: (2025)
Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting
by: Ward, Simon J., et al.
Published: (2024)
by: Ward, Simon J., et al.
Published: (2024)
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
by: Liu, Yong, et al.
Published: (2024)
by: Liu, Yong, et al.
Published: (2024)
TEFL: Prediction-Residual-Guided Rolling Forecasting for Multi-Horizon Time Series
by: Huang, Xiannan, et al.
Published: (2026)
by: Huang, Xiannan, et al.
Published: (2026)
Horizon Activation Mapping for Neural Networks in Time Series Forecasting
by: Hans, Krupakar, et al.
Published: (2026)
by: Hans, Krupakar, et al.
Published: (2026)
Unlocking the Power of LSTM for Long Term Time Series Forecasting
by: Kong, Yaxuan, et al.
Published: (2024)
by: Kong, Yaxuan, et al.
Published: (2024)
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
by: Auer, Andreas, et al.
Published: (2025)
by: Auer, Andreas, et al.
Published: (2025)
Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT
by: Wang, Heqiang, et al.
Published: (2024)
by: Wang, Heqiang, et al.
Published: (2024)
Similar Items
-
N-Tree Diffusion for Long-Horizon Wildfire Risk Forecasting
by: Xing, Yucheng, et al.
Published: (2026) -
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments
by: Thiry, Zachari, et al.
Published: (2024) -
Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
by: Lu, Xiaoxiao, et al.
Published: (2026) -
λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics
by: Jaafar, Ahmed, et al.
Published: (2024) -
Unified Flow Matching for Long Horizon Event Forecasting
by: Shou, Xiao
Published: (2025)