PID Controllers, 2nd Edition

Chapter 7.11 - Control Paradigms: References

Many aspects on the material of this chapter are found in the classical textbooks on process control such as (Buckley, 1964), (Shinskey, 1988), and (Seborg et al., 1989). A more specialized presentation is given in (Hägglund, 1991). The books (Shinskey, 1981) and (Klefenz, 1986) focus on applications to energy systems.

The methods discussed in this chapter can all be characterized as bottom-up procedures in the sense that a complex system is built up by combining simple components. An interesting view of this is presented in (Bristol, 1980). A top-down approach is another possibility. A discussion of this, which is outside the scope of this book, is found in (Seborg et al., 1986).

Cascade and feedforward control are treated in the standard texts on control. A presentation with many practical aspects is found in (Tucker and Wills, 1960). Selector control is widely used in practice. A general presentation is given in (Åström, 1987b). Many applications are given in the books (Shinskey, 1978) and (Klefenz, 1986). Analysis of a simple scheme is given in (Foss, 1981). It is difficult to analyse nonlinear systems. A stability analysis of a system with selectors is given in (Foss, 1981).

Fuzzy control has been around for a long time, see (Mamdani, 1974), (Mamdani and Assilian, 1974), (King and Mamdani, 1977), and (Tong, 1977). It has recently received a lot of attention particularly in Japan: see (Zadeh, 1988), (Tong, 1984), (Sugeno, 1985), (Driankov et al., 1993), and (Wang, 1994). The technique has been used for automation of complicated processes that have previously been controlled manually. Control of cement kilns is a typical example, see (Holmblad and Stergaard, 1981). There has been a similar development in neural networks, see, for example, (Hecht-Nielsen, 1990), (Pao, 1990), and (Åström and McAvoy, 1992). There was a lot of activity in neural networks during the late 1960s, which vanished rapidly. There was a rapid resurgence of interest in the 1980s. There are a lot of exaggerations both in fuzzy and neural techniques, and no balanced view of the relevance of the fields for control has yet emerged. The paper (Willis et al., 1991) gives an overview of possible uses of neural networks for process control, and the paper (Pottman and Seborg, 1993) describes an application to control of pH. The papers (Lee, 1990), (Huang, 1991), and (Swiniarski, 1991) describe applications to PID controllers and their tuning. There have also been attempts to merge fuzzy and neural control, see (Passino and Antsaklis, 1992) and (Brown and Harris, 1994).

Some fundamental issues related to interaction in systems are treated in (Rijnsdorp, 1965a), (Rijnsdorp, 1965b), and (McAvoy, 1983). The relative gain array was described in (Bristol, 1966). Control of systems with strong interaction between many loops require techniques that are very different from those discussed in this chapter, see, for example, (Cutler and Ramaker, 1980) and (Seborg et al., 1986). Section 7.9 is based on (Buckley, 1970).

UNLIMITED FREE
ACCESS
TO THE WORLD'S BEST IDEAS

SUBMIT
Already a GlobalSpec user? Log in.

This is embarrasing...

An error occurred while processing the form. Please try again in a few minutes.

Customize Your GlobalSpec Experience

Category: Motion Controllers
Finish!
Privacy Policy

This is embarrasing...

An error occurred while processing the form. Please try again in a few minutes.