Database-driven iterative learning for building temperature control

M Minakais, S Mishra, JT Wen - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Building interior temperatures are affected by the outdoor air temperature. Note that outdoor
weather patterns are somewhat repetitive in nature and historical records of outdoor …

Discrete-time-distributed adaptive ILC with nonrepetitive uncertainties and applications to building HVAC systems

R Chi, Y Hui, R Wang, B Huang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Aiming to addressing the nonrepetitive uncertainties of multiagent systems, this work
proposes a discrete-time-distributed adaptive iterative learning control (DDAILC) scheme for …

Distributed iterative learning temperature control for multi-zone HVAC system

R Chi, Y Lv, B Huang - Journal of the Franklin Institute, 2020 - Elsevier
By taking the dynamic features of the multi-zone heating ventilation air conditioning (HVAC)
system into consideration, a distributed iterative learning temperature control (DILTC) …

Tracking control of nonlinear systems actuated by saturated oscillatory force generator

MR Homaeinezhad, MA Gavari - European Journal of Control, 2024 - Elsevier
This research has been devoted to the construction of a permanent-stable algorithm for
tracking control of a nonlinear 1-degree of freedom (DOF) mechanical system affected by a …

Distributed MPC-ILC Thermal Control Design for Large-Scale Multi-Zone Building HVAC System

W Liang, S Ma, E Cochran, KA Flanigan - ACM SIGENERGY Energy …, 2023 - dl.acm.org
With building heating, ventilation, and air conditioning (HVAC) systems accounting for 50%
the energy consumption in the building sector in the United States, there is a need to …

Iterative learning control for coupled temperature and humidity in buildings

M Minakais, CC Okaeme, S Mishra, JT Wen - IFAC-PapersOnLine, 2017 - Elsevier
This paper presents the design of a passivity-based iterative learning control (ILC) algorithm
for coupled temperature and humidity in buildings. Since buildings are subjected to …

Distributed and cooperative optimization-based iterative learning control for large-scale building temperature regulation

C Peng, L Sun, M Tomizuka - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
In this paper, a distributed and cooperative optimization-based iterative learning control
(ILC) algorithm is proposed for large-scale building temperature control problems. With the …

[BOOK][B] Optimization Based Control for Multi-agent System with Interaction

C Peng - 2019 - search.proquest.com
Recently, the artificial intelligence has achieved a significant success with applications in
various domains including transportation, smart building, robotics, economy and so on. More …

Cross-level detection of sensor-based deception attacks on cyber-physical systems

B Croteau, D Krishnankutty, R Robucci… - 2017 IEEE 7th …, 2017 - ieeexplore.ieee.org
From electricity distribution to water management, higher levels of efficiency and
performance have been attained by the synergy of computers, communications, and control …

Iterative learning control of energy management system: Survey on multi-agent system framework

DH Nguyen, D Banjerdpongchai - Engineering Journal, 2016 - engj.org
This paper presents a brief survey of recent works on Iterative Learning Control (ILC) of
Energy Management System (EMS) based on a framework of Multi-Agent System (MAS) …