DATA-CENTRIC MODEL PREDICTIVE CONTROL FOR ACMV SYSTEMS IN TROPICAL OFFICE BUILDINGS

DATA-CENTRIC MODEL PREDICTIVE CONTROL FOR ACMV SYSTEMS IN TROPICAL OFFICE BUILDINGS

Ph.D

Saved in:

Bibliographic Details
Main Author:	ZHAN SICHENG
Other Authors:	THE BUILT ENVIRONMENT
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	model predictive control, data management, smart buildings, energy performance, control-oriented model
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/235010
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	National University of Singapore
Language:	English

Similar Items

Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
by: Zhan, Sicheng, et al.
Published: (2021)

Mining electrical meter data to predict principal building use, performance class, and operations strategy for hundreds of non-residential buildings
by: Miller, Clayton, et al.
Published: (2021)

OCCUPANT CENTRIC SCHEMES AND ENERGY SAVINGS
by: NG WEI ZAN JARED
Published: (2022)

Distributed non-cooperative robust MPC based on reduced-order models
by: Long, Yushen, et al.
Published: (2016)

Analysis of model predictive control system for building automation and control
by: Luah, Wen Yang
Published: (2024)

SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods
by: Roth, Jonathan, et al.
Published: (2021)

Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant -centric building design and operation
by: O'Brien, William, et al.
Published: (2022)

DEVELOPMENT OF AN AUTOMATED ENERGY AUDIT PROTOCOL FOR OFFICE BUILDINGS
by: CHIRAG DEB
Published: (2017)

A novel distributed economic model predictive control approach for building air-conditioning systems in microgrids
by: Zhang, Xinan, et al.
Published: (2018)

Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking
by: ZHAN SICHENG, et al.
Published: (2021)

Model predictive control using segregated disturbance feedback
by: Wang, C., et al.
Published: (2013)

BENCHMARKING AND DATA ANALYSIS OF COMMERCIAL BUILDING ENERGY DATA WITH SPECIFIC REFERENCE TO OFFICE BUILDINGS IN SINGAPORE
by: GOH JIE RONG MARC
Published: (2018)

Applying support vector machines to predict building energy consumption in tropical region
by: Dong, B., et al.
Published: (2014)

Distributed model predictive control of dynamically decoupled systems with coupled cost
by: Wang, C., et al.
Published: (2014)

Integral-square-error performance of multiplexed model predictive control
by: Ling, K.V., et al.
Published: (2014)

AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING
by: FU CHUN
Published: (2024)

Efficient energy performance of large commercial buildings in tropical climates
by: Chou, S.K., et al.
Published: (2014)

Adaptive generalized predictive control based on JITL technique
by: Kansha, Y., et al.
Published: (2014)

Precooling scheduling in building ACMV operation
by: Lin, SanChuan
Published: (2015)

A state-space thermal model incorporating humidity and thermal comfort for model predictive control in buildings
by: Yang, Shiyu, et al.
Published: (2019)

Office building energy saving potential in Singapore
by: CUI QI
Published: (2010)

Enhanced predictive ratio control of interacting systems
by: Nguyen, M.H.T., et al.
Published: (2014)

Integrated batch-to-batch and nonlinear model predictive control for polymorphic transformation in pharmaceutical crystallization
by: Hermanto, M.W., et al.
Published: (2014)

Multiplexed model predictive control of energy storage system in distribution network
by: Li, Shibei
Published: (2024)

Predicting performance of design-build and design-bid-build projects
by: Ling, F.Y.Y., et al.
Published: (2013)

Urban traffic prediction from mobility data using deep learning
by: Liu, Zhidan, et al.
Published: (2020)

Coopetitive multi-camera surveillance using model predictive control
by: Singh, V.K., et al.
Published: (2013)

Experiment study of machine-learning-based approximate model predictive control for energy-efficient building control
by: Yang, Shiyu, et al.
Published: (2022)

Model predictive control for integrated control of air-conditioning and mechanical ventilation, lighting and shading systems
by: Yang, Shiyu, et al.
Published: (2022)

Building Energy Management System for Transactive Energy Framework
by: Rohit Chandra, et al.
Published: (2020)

COHORT-BASED PERSONAL COMFORT MODELS FOR HVAC OCCUPANT-CENTRIC CONTROL
by: MATIAS ALBERTO QUINTANA ROSALES
Published: (2023)

An event-triggered model predictive control for energy efficiency and thermal comfort optimization in buildings
by: Yang, Shiyu, et al.
Published: (2022)

Adaptive-predictive control of a class of SISO nonlinear systems
by: Tan, K.K., et al.
Published: (2014)

Embedded real-time model predictive control for glucose regulation
by: Chui, C.-K., et al.
Published: (2014)

Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization
by: Yang, Shiyu, et al.
Published: (2022)

Implementation of model predictive control with modified minimal model on low-power RISC microcontrollers
by: Nguyen, B.P., et al.
Published: (2014)

Robust explicit model predictive control for linear systems via interpolation techniques
by: Sui, D., et al.
Published: (2014)

A FRAMEWORK TO BRIDGE ENERGY PEROFRMANCE GAPS IN EDUCATIONAL BUILDINGS – CASE STUDY OF NUS SDE-4
by: XUE JIADE
Published: (2022)

Demonstration of Transactive Control of Commercial Buildings as Energy Nodes
by: Chandra, Rohit, et al.
Published: (2021)

Robust multiplexed model predictive control
by: Richards, Arthur, et al.
Published: (2019)