[HTML][HTML] Machine learning and data-driven techniques for the control of smart power generation systems: An uncertainty handling perspective
Due to growing concerns regarding climate change and environmental protection, smart
power generation has become essential for the economical and safe operation of both …
power generation has become essential for the economical and safe operation of both …
Steam power plant configuration, design, and control
This article provides an overview of fossil‐fuel power plant (FFPP) configuration, design and
especially, the control technology, both the conventional and the advanced technologies …
especially, the control technology, both the conventional and the advanced technologies …
Multi-objective optimization for advanced superheater steam temperature control in a 300 MW power plant
Control of superheater steam temperature (SST) is critical for the safety and efficiency of the
coal-fired power plant. However, the conventional cascaded PI controller is faced with great …
coal-fired power plant. However, the conventional cascaded PI controller is faced with great …
Data-driven modeling and predictive control for boiler–turbine unit using fuzzy clustering and subspace methods
This paper develops a novel data-driven fuzzy modeling strategy and predictive controller
for boiler–turbine unit using fuzzy clustering and subspace identification (SID) methods. To …
for boiler–turbine unit using fuzzy clustering and subspace identification (SID) methods. To …
Robust & nonlinear control of an ultra-supercritical coal fired once-through boiler-turbine unit in order to optimize the uncertain problem
M Esmaeili, H Moradi - Energy, 2023 - Elsevier
The ultra-supercritical once-through boiler (OTB) unit is an advanced power generation
technology with high plant efficiency and low emissions. However, it is difficult to realize a …
technology with high plant efficiency and low emissions. However, it is difficult to realize a …
Data-driven modeling and predictive control for boiler–turbine unit
This paper develops a novel data-driven modeling strategy and predictive controller for
boiler-turbine unit using subspace identification and multimodel method. To deal with the …
boiler-turbine unit using subspace identification and multimodel method. To deal with the …
Prediction of superheated steam temperature for thermal power plants using a novel integrated method based on the hybrid model and attention mechanism
The stability of superheated steam temperature (SST) is severely challenged by the
adjustment of thermal power plants under a wide-load range. Accurate and efficient …
adjustment of thermal power plants under a wide-load range. Accurate and efficient …
Fuzzy modeling and predictive control of superheater steam temperature for power plant
This paper develops a stable fuzzy model predictive controller (SFMPC) to solve the
superheater steam temperature (SST) control problem in a power plant. First, a data-driven …
superheater steam temperature (SST) control problem in a power plant. First, a data-driven …
Fuzzy modeling and stable model predictive tracking control of large-scale power plants
This paper develops a stable model predictive tracking controller (SMPTC) for coordinated
control of a large-scale power plant. First, a Takagi–Sugeno (TS) fuzzy model is established …
control of a large-scale power plant. First, a Takagi–Sugeno (TS) fuzzy model is established …
An improved coordinated control technology for coal-fired boiler-turbine plant based on flexible steam extraction system
Y Zhou, D Wang - Applied Thermal Engineering, 2017 - Elsevier
Coordinated control system (CCS) used in thermal power unit can quickly coordinate energy
balance between the plant boiler and steam turbine, and follow the load commands. The …
balance between the plant boiler and steam turbine, and follow the load commands. The …