Buchumschlag

Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Wang, Zhan, Weidong, Chen, Zhifeng, Huang, Islam, Md Raisul, Jon, Chua Kian
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Systems and Control Artificial Intelligence Machine Learning
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Data Center Chiller Plant Optimization via Mixed-Integer Nonlinear Differentiable Predictive Control
von: Boldocký, Ján, et al.
Veröffentlicht: (2026)

Design and Optimization of EV Charging Infrastructure with Battery in Commercial Buildings
von: Nguyen, Quan, et al.
Veröffentlicht: (2025)

Efficient Data-Driven MPC for Demand Response of Commercial Buildings
von: Paré, Marie-Christine, et al.
Veröffentlicht: (2024)

Causal Feature Selection for Weather-Driven Residential Load Forecasting
von: Zhang, Elise, et al.
Veröffentlicht: (2025)

Incomplete Air Mixing Reduces the Efficiency of Commercial Buildings Behaving as Virtual Batteries
von: Lin, Austin J., et al.
Veröffentlicht: (2025)

Adaptive Data-Driven Prediction in a Building Control Hierarchy: A Case Study of Demand Response in Switzerland
von: Shi, Jicheng, et al.
Veröffentlicht: (2023)

Distributed Model Predictive Control for Energy and Comfort Optimization in Large Buildings Using Piecewise Affine Approximation
von: Li, Hongyi, et al.
Veröffentlicht: (2026)

Resilient Controller Design with Exponential Reaching Law for Enhanced Load Frequency Stability in Multi-Area Interconnected Microgrids
von: Islam, Md Saiful, et al.
Veröffentlicht: (2025)

Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods
von: Salter, Patrick, et al.
Veröffentlicht: (2024)

Building Rome with Convex Optimization
von: Han, Haoyu, et al.
Veröffentlicht: (2025)

Benchmarking Model Predictive Control Algorithms in Building Optimization Testing Framework (BOPTEST)
von: Mostafavi, Saman, et al.
Veröffentlicht: (2023)

A Dual-Memory Ferroelectric Transistor Emulating Synaptic Metaplasticity for High-Speed Reservoir Computing
von: Wang, Yifan, et al.
Veröffentlicht: (2025)

Occupancy Prediction for Building Energy Systems with Latent Force Models
von: Wietzke, Thore, et al.
Veröffentlicht: (2024)

Personalized Building Climate Control with Contextual Preferential Bayesian Optimization
von: Wang, Wenbin, et al.
Veröffentlicht: (2025)

A Data-Driven Methodology for Scalable Distributed MPC in Heterogeneous Building Aggregation: From Systematic Feature Selection to Convex Optimization
von: Xu, Kaipeng, et al.
Veröffentlicht: (2026)

Hybrid ML-RL Approach for Smart Grid Stability Prediction and Optimized Control Strategy
von: Islam, Kazi Sifatul, et al.
Veröffentlicht: (2025)

Prediction Model of Aqua Fisheries Using IoT Devices
von: Islam, Md. Monirul
Veröffentlicht: (2025)

From AI Weather Prediction to Infrastructure Resilience: A Correction-Downscaling Framework for Tropical Cyclone Impacts
von: Wu, You, et al.
Veröffentlicht: (2026)

A Categorical Approach to Semantic Interoperability across Building Lifecycle
von: Nagy, Zoltan, et al.
Veröffentlicht: (2026)

Multicriteria Adjustable Regret Robust Optimization for Building Energy Supply Design
von: Halser, Elisabeth, et al.
Veröffentlicht: (2024)

Optimizing the Geometry of an L-Shaped Building to Enhance Energy Efficiency and Sustainability
von: Rokita-Magdziarz, Ewa, et al.
Veröffentlicht: (2026)

Real-time Load Current Monitoring of Overhead Lines Using GMR Sensors
von: Chy, Md Mahfuzur Rahman, et al.
Veröffentlicht: (2026)

A Receding Horizon Reinforcement Learning Framework for Campus Chiller Energy Management - A case study from an Australian University
von: Musgrave, Laura, et al.
Veröffentlicht: (2025)

Reinforcement Learning-Based Co-Design and Operation of Chiller and Thermal Energy Storage for Cost-Optimal HVAC Systems
von: Srinivasa, Tanay Raghunandan, et al.
Veröffentlicht: (2026)

Real-time Building Energy Storage Scheduling under Electrical Load Uncertainty: A Dynamic Markov Decision Process Approach with Comprehensive Analysis of Different Pricing Policies
von: Sharadga, Hussein, et al.
Veröffentlicht: (2023)

Vulnerability Analysis Evaluating Bilevel Optimal Power Flow Approaches for Multiple Load Cases
von: Tönges, Eric, et al.
Veröffentlicht: (2025)

Priority-based Energy Allocation in Buildings through Distributed Model Predictive Control
von: Li, Hongyi, et al.
Veröffentlicht: (2024)

Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization
von: Hokmabad, Hossein Nourollahi, et al.
Veröffentlicht: (2025)

Differential Predictive Control of Residential Building HVACs for Maximizing Renewable Local Consumption and Supporting Fast Voltage Control
von: Salter, Patrick, et al.
Veröffentlicht: (2024)

Explainable AI for Engineering Design: A Unified Approach of Systems Engineering and Component- Based Deep Learning Demonstrated by Energy- Efficient Building Design
von: Geyer, Philipp, et al.
Veröffentlicht: (2021)

Integrating Building Thermal Flexibility Into Distribution System: A Privacy-Preserved Dispatch Approach
von: Lu, Shuai, et al.
Veröffentlicht: (2025)

Ventilation and Temperature Control for Energy-efficient and Healthy Buildings: A Differentiable PDE Approach
von: Bian, Yuexin, et al.
Veröffentlicht: (2024)

From Range Loss to Recovery -- Cold Weather Challenges and Design Strategies for Commercial Electric Vehicle Fleets
von: Ghosh, Soham, et al.
Veröffentlicht: (2025)

A Game‐Theoretic Reinforcement Learning Approach for Multiobjective Optimization of Building HVAC Systems Subject to Unmeasurable Disturbances
von: Junaid Anwar, et al.
Veröffentlicht: (2025)

Multi-layer Optimized Coordination of Smart Building Resources in Active Power Distribution Systems
von: Rostami, Mohammadali, et al.
Veröffentlicht: (2025)

On Building Myopic MPC Policies using Supervised Learning
von: Orrico, Christopher A., et al.
Veröffentlicht: (2024)

Hybrid Analytical-Machine Learning Framework for Ripple Factor Estimation in Cockcroft-Walton Voltage Multipliers with Residual Correction for Non-Ideal Effects
von: Islam, Md. Tanvirul
Veröffentlicht: (2025)

Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)
von: Li, Yun, et al.
Veröffentlicht: (2025)

End-to-End Differentiable Predictive Control with Guaranteed Constraint Satisfaction and feasibility for Building Demand Response
von: Xu, Kaipeng, et al.
Veröffentlicht: (2026)

HGNET: A Hierarchical Feature Guided Network for Occupancy Flow Field Prediction
von: Chen, Zhan, et al.
Veröffentlicht: (2024)