Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Zhan, Weidong, Chen, Zhifeng, Huang, Islam, Md Raisul, Jon, Chua Kian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data Center Chiller Plant Optimization via Mixed-Integer Nonlinear Differentiable Predictive Control
by: Boldocký, Ján, et al.
Published: (2026)
by: Boldocký, Ján, et al.
Published: (2026)
Design and Optimization of EV Charging Infrastructure with Battery in Commercial Buildings
by: Nguyen, Quan, et al.
Published: (2025)
by: Nguyen, Quan, et al.
Published: (2025)
Efficient Data-Driven MPC for Demand Response of Commercial Buildings
by: Paré, Marie-Christine, et al.
Published: (2024)
by: Paré, Marie-Christine, et al.
Published: (2024)
Causal Feature Selection for Weather-Driven Residential Load Forecasting
by: Zhang, Elise, et al.
Published: (2025)
by: Zhang, Elise, et al.
Published: (2025)
Incomplete Air Mixing Reduces the Efficiency of Commercial Buildings Behaving as Virtual Batteries
by: Lin, Austin J., et al.
Published: (2025)
by: Lin, Austin J., et al.
Published: (2025)
Adaptive Data-Driven Prediction in a Building Control Hierarchy: A Case Study of Demand Response in Switzerland
by: Shi, Jicheng, et al.
Published: (2023)
by: Shi, Jicheng, et al.
Published: (2023)
Distributed Model Predictive Control for Energy and Comfort Optimization in Large Buildings Using Piecewise Affine Approximation
by: Li, Hongyi, et al.
Published: (2026)
by: Li, Hongyi, et al.
Published: (2026)
Resilient Controller Design with Exponential Reaching Law for Enhanced Load Frequency Stability in Multi-Area Interconnected Microgrids
by: Islam, Md Saiful, et al.
Published: (2025)
by: Islam, Md Saiful, et al.
Published: (2025)
Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods
by: Salter, Patrick, et al.
Published: (2024)
by: Salter, Patrick, et al.
Published: (2024)
Building Rome with Convex Optimization
by: Han, Haoyu, et al.
Published: (2025)
by: Han, Haoyu, et al.
Published: (2025)
Benchmarking Model Predictive Control Algorithms in Building Optimization Testing Framework (BOPTEST)
by: Mostafavi, Saman, et al.
Published: (2023)
by: Mostafavi, Saman, et al.
Published: (2023)
A Dual-Memory Ferroelectric Transistor Emulating Synaptic Metaplasticity for High-Speed Reservoir Computing
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Occupancy Prediction for Building Energy Systems with Latent Force Models
by: Wietzke, Thore, et al.
Published: (2024)
by: Wietzke, Thore, et al.
Published: (2024)
Personalized Building Climate Control with Contextual Preferential Bayesian Optimization
by: Wang, Wenbin, et al.
Published: (2025)
by: Wang, Wenbin, et al.
Published: (2025)
A Data-Driven Methodology for Scalable Distributed MPC in Heterogeneous Building Aggregation: From Systematic Feature Selection to Convex Optimization
by: Xu, Kaipeng, et al.
Published: (2026)
by: Xu, Kaipeng, et al.
Published: (2026)
Hybrid ML-RL Approach for Smart Grid Stability Prediction and Optimized Control Strategy
by: Islam, Kazi Sifatul, et al.
Published: (2025)
by: Islam, Kazi Sifatul, et al.
Published: (2025)
Prediction Model of Aqua Fisheries Using IoT Devices
by: Islam, Md. Monirul
Published: (2025)
by: Islam, Md. Monirul
Published: (2025)
From AI Weather Prediction to Infrastructure Resilience: A Correction-Downscaling Framework for Tropical Cyclone Impacts
by: Wu, You, et al.
Published: (2026)
by: Wu, You, et al.
Published: (2026)
A Categorical Approach to Semantic Interoperability across Building Lifecycle
by: Nagy, Zoltan, et al.
Published: (2026)
by: Nagy, Zoltan, et al.
Published: (2026)
Multicriteria Adjustable Regret Robust Optimization for Building Energy Supply Design
by: Halser, Elisabeth, et al.
Published: (2024)
by: Halser, Elisabeth, et al.
Published: (2024)
Optimizing the Geometry of an L-Shaped Building to Enhance Energy Efficiency and Sustainability
by: Rokita-Magdziarz, Ewa, et al.
Published: (2026)
by: Rokita-Magdziarz, Ewa, et al.
Published: (2026)
Real-time Load Current Monitoring of Overhead Lines Using GMR Sensors
by: Chy, Md Mahfuzur Rahman, et al.
Published: (2026)
by: Chy, Md Mahfuzur Rahman, et al.
Published: (2026)
A Receding Horizon Reinforcement Learning Framework for Campus Chiller Energy Management - A case study from an Australian University
by: Musgrave, Laura, et al.
Published: (2025)
by: Musgrave, Laura, et al.
Published: (2025)
Reinforcement Learning-Based Co-Design and Operation of Chiller and Thermal Energy Storage for Cost-Optimal HVAC Systems
by: Srinivasa, Tanay Raghunandan, et al.
Published: (2026)
by: Srinivasa, Tanay Raghunandan, et al.
Published: (2026)
Real-time Building Energy Storage Scheduling under Electrical Load Uncertainty: A Dynamic Markov Decision Process Approach with Comprehensive Analysis of Different Pricing Policies
by: Sharadga, Hussein, et al.
Published: (2023)
by: Sharadga, Hussein, et al.
Published: (2023)
Vulnerability Analysis Evaluating Bilevel Optimal Power Flow Approaches for Multiple Load Cases
by: Tönges, Eric, et al.
Published: (2025)
by: Tönges, Eric, et al.
Published: (2025)
Priority-based Energy Allocation in Buildings through Distributed Model Predictive Control
by: Li, Hongyi, et al.
Published: (2024)
by: Li, Hongyi, et al.
Published: (2024)
Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization
by: Hokmabad, Hossein Nourollahi, et al.
Published: (2025)
by: Hokmabad, Hossein Nourollahi, et al.
Published: (2025)
Differential Predictive Control of Residential Building HVACs for Maximizing Renewable Local Consumption and Supporting Fast Voltage Control
by: Salter, Patrick, et al.
Published: (2024)
by: Salter, Patrick, et al.
Published: (2024)
Explainable AI for Engineering Design: A Unified Approach of Systems Engineering and Component- Based Deep Learning Demonstrated by Energy- Efficient Building Design
by: Geyer, Philipp, et al.
Published: (2021)
by: Geyer, Philipp, et al.
Published: (2021)
Integrating Building Thermal Flexibility Into Distribution System: A Privacy-Preserved Dispatch Approach
by: Lu, Shuai, et al.
Published: (2025)
by: Lu, Shuai, et al.
Published: (2025)
Ventilation and Temperature Control for Energy-efficient and Healthy Buildings: A Differentiable PDE Approach
by: Bian, Yuexin, et al.
Published: (2024)
by: Bian, Yuexin, et al.
Published: (2024)
From Range Loss to Recovery -- Cold Weather Challenges and Design Strategies for Commercial Electric Vehicle Fleets
by: Ghosh, Soham, et al.
Published: (2025)
by: Ghosh, Soham, et al.
Published: (2025)
A Game‐Theoretic Reinforcement Learning Approach for Multiobjective Optimization of Building HVAC Systems Subject to Unmeasurable Disturbances
by: Junaid Anwar, et al.
Published: (2025)
by: Junaid Anwar, et al.
Published: (2025)
Multi-layer Optimized Coordination of Smart Building Resources in Active Power Distribution Systems
by: Rostami, Mohammadali, et al.
Published: (2025)
by: Rostami, Mohammadali, et al.
Published: (2025)
On Building Myopic MPC Policies using Supervised Learning
by: Orrico, Christopher A., et al.
Published: (2024)
by: Orrico, Christopher A., et al.
Published: (2024)
Hybrid Analytical-Machine Learning Framework for Ripple Factor Estimation in Cockcroft-Walton Voltage Multipliers with Residual Correction for Non-Ideal Effects
by: Islam, Md. Tanvirul
Published: (2025)
by: Islam, Md. Tanvirul
Published: (2025)
Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)
by: Li, Yun, et al.
Published: (2025)
by: Li, Yun, et al.
Published: (2025)
End-to-End Differentiable Predictive Control with Guaranteed Constraint Satisfaction and feasibility for Building Demand Response
by: Xu, Kaipeng, et al.
Published: (2026)
by: Xu, Kaipeng, et al.
Published: (2026)
HGNET: A Hierarchical Feature Guided Network for Occupancy Flow Field Prediction
by: Chen, Zhan, et al.
Published: (2024)
by: Chen, Zhan, et al.
Published: (2024)
Similar Items
-
Data Center Chiller Plant Optimization via Mixed-Integer Nonlinear Differentiable Predictive Control
by: Boldocký, Ján, et al.
Published: (2026) -
Design and Optimization of EV Charging Infrastructure with Battery in Commercial Buildings
by: Nguyen, Quan, et al.
Published: (2025) -
Efficient Data-Driven MPC for Demand Response of Commercial Buildings
by: Paré, Marie-Christine, et al.
Published: (2024) -
Causal Feature Selection for Weather-Driven Residential Load Forecasting
by: Zhang, Elise, et al.
Published: (2025) -
Incomplete Air Mixing Reduces the Efficiency of Commercial Buildings Behaving as Virtual Batteries
by: Lin, Austin J., et al.
Published: (2025)