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## Artificial intelligence techniques for voltage control

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In the light of the review presented in this chapter, the following future requirements for reactive power control may be concluded: 1) Despite remarkable advances in mathematical optimisation technology, conventional methods have yet to achieve fast and reliable real-time reactive power control; considerable efforts are required to avoid mathematical traps such as ill-conditioning and convergence difficulties; 2) The experience of prototype expert systems applied to voltage control demonstrates that: (i) knowledge-based systems can enhance the capabilities of a power system in handling reactive power control; (ii) knowledge-based development methodologies are relevant to reactive power control; (iii)the application of hybrid systems is a novel development which represents a future trend in research; (iv)the application of fuzzy systems theory to voltage control requires further development, for example of techniques for rule sequencing and conflict resolution, before it can be considered for practical applications.

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