Fault tolerant control for increased safety and security of nuclear power plants

e826c21b-1145-4ff4-87a3-b8a165d574c2

Closed

EPSRC
EPSRC
EPSRC
EPSRC
EPSRC

£1,464,165

Dec. 1, 2018

Feb. 28, 2022

In safety-critical systems, such as nuclear power plants, the demand for reliability, safety and fault tolerance is high. Faults compromise plant safety, cause inefficiencies in the operation of industrial processes and reduce component life. In such safety-critical systems, it is useful to design control systems which are capable of tolerating potential faults to improve the reliability and availability while providing a desirable performance. A control system which can automatically tolerate component malfunctions, while maintaining desirable performance and stability properties is said to be a fault-tolerant control system

Fault tolerant control approaches allow control systems to operate under fault conditions with minimal degradation of performance and stability, preventing localised, random, or intentional faults from developing into catastrophic system failures leading to accidents that may have severe consequences to human life, equipment, infrastructure, or the environment. Fault tolerance helps to reduce the damaging effects that faults can have while remedial action is taken to repair or eliminate the fault.

The proposed work will develop a hierarchical fault-tolerant control scheme for PWR nuclear power plants which will be defined over three levels: execution, coordination and management levels. The execution level, which includes the reactor, steam generator and turbine, implements the control actions generated by the higher levels through actuators, senses relevant plant variables, and passes this information to the higher levels. The middle level acts as a coordinator between the plant manager level and the execution level. To maximise its capabilities, the coordination level will include a bank of four different controllers that will be designed to tolerate faults of different severity, and there will be a mechanism to select the most appropriate controller given the circumstances of the plant as required by the management level. The coordination level also contains a diagnostic and prognostic system, which will the plant data and knowledge about the useful life of components to detect and characterise sensor related and other plant faults. The top level manages plant performance monitoring, plant condition evaluation, and passes commands to the coordination level. In addition, the management level transmits operational data to and receives instructions from a central command, control, and communication system which interfaces with human operators.

The project will also involve the development of a nuclear plant simulator which will be used to test in real-time the hierarchical fault tolerant control scheme to be developed and implemented, to generate data about the behaviour of the plant under normal and fault conditions, and to generate simplified models of the plant, or parts of the plant, to be used for the purposes of controller design. The real-time tests will permit to assess the developments in a computational environment that is close to what would be encountered on a real plant, hence ensuring that the control methods to be developed are as realistic as possible.

The work will be carried out in collaboration with Bhabha Atomic Research Centre, an Indian research institution that specialises in nuclear energy, and will benefit from the involvement of STS Nuclear, a UK organisation that specialises in nuclear safety management and training.

Potential Impact:
The outcomes of the project will be very relevant to the nuclear energy industry in the UK, India and beyond. The project aims to develop and test a hierarchical integrated fault-tolerant control architecture for PWR nuclear power plants. The methods, software, underlying models, and data that will form the end-result of this project will be a suitable starting point for additional work aiming to increase the readiness level of the technology and ultimately incorporate it on a real plant.

Some of the methods and models to be developed could also be of use to the atomic energy and environmental authorities as benchmarks of achievable control system performance following component faults in a nuclear power plant, so that they can compare with the performance of existing control approaches and decide how the adoption of the fault-tolerant control approaches to be developed in this project may benefit plant safety, reliability and availability

In addition, we expect the fault tolerant control, automatic sensor calibration, and fault detection and diagnosis techniques to be developed as part of this project to be of interest in other safety-critical areas outside the nuclear industry, including for example aircraft control systems, autonomous vehicles, and chemical processes. These control methods for processes subject to faults are expected to significantly improve the operation and performance of plants, increase plant safety and reliability, and minimize the negative economic impact of failures on overall plant operation. This research addresses the design of feedback control and estimation systems accounting explicitly for the occurrence of faults and uniquely integrates controller design, fault-detection and isolation, sensor calibration and validation, and decision support technologies, and it provides the potential for significant insight on the trade-offs that can exist between these in practical implementation.

The development of software, the organisation of an end-of-project workshop, and the collaboration with our partners IGCAR and STS Nuclear will be the principal means for transferring the results of this research into the industrial sector, and of seeking ways to achieve the transfer of project results.