[HTML][HTML] Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
In the last few years, the application of Model Predictive Control (MPC) for energy
management in buildings has received significant attention from the research community …
management in buildings has received significant attention from the research community …
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
Abstract Model predictive control (MPC) has shown great potential in improving building
performance and saving energy. However, after over 20 years of research, it is yet to be …
performance and saving energy. However, after over 20 years of research, it is yet to be …
Data-driven methods for building control—A review and promising future directions
A review of the heating, ventilation and air-conditioning control problem for buildings is
presented with particular emphasis on its distinguishing features. Next, we not only examine …
presented with particular emphasis on its distinguishing features. Next, we not only examine …
MPC for tracking periodic references
In this technical note, a new model predictive controller for tracking arbitrary periodic
references is presented. The proposed controller is based on a single layer that unites …
references is presented. The proposed controller is based on a single layer that unites …
Adaptive optimal control of linear periodic systems: An off-policy value iteration approach
This article studies the infinite-horizon adaptive optimal control of continuous-time linear
periodic (CTLP) systems. A novel value iteration (VI) based off-policy adaptive dynamic …
periodic (CTLP) systems. A novel value iteration (VI) based off-policy adaptive dynamic …
Periodic economic control of a nonisolated microgrid
This paper presents the application of economic predictive control to minimize the cost of
operating a nonisolated microgrid connected to an electric utility (EU) subject to a periodic …
operating a nonisolated microgrid connected to an electric utility (EU) subject to a periodic …
Real-time control algorithms for a hybrid electric race car using a two-level model predictive control scheme
Since 2014, the Formula 1 power unit has consisted of an internal combustion engine
equipped with an electrified turbocharger and a powerful electric motor with regenerative …
equipped with an electrified turbocharger and a powerful electric motor with regenerative …
Hierarchical model-free transactional control of building loads to support grid services
A transition from generation on demand to consumption on demand is one of the solutions to
overcome the many limitations associated with the higher penetration of renewable energy …
overcome the many limitations associated with the higher penetration of renewable energy …
Application to a drinking water network of robust periodic MPC
In this paper the application of a novel robust predictive controller for tracking periodic
references to a section of Barcelona's drinking water network is presented. The system is …
references to a section of Barcelona's drinking water network is presented. The system is …
Power allocation by load aggregator with heterogeneous loads using weighted projection
With the recently increasing adoption of transactive energy markets, the role of a load
aggregator is becoming increasingly important. Among the many tasks of an aggregator, the …
aggregator is becoming increasingly important. Among the many tasks of an aggregator, the …