{'fraction_non_alphanumeric': 0.027804410354745925, 'fraction_numerical': 0.0009587727708533077, 'mean_word_length': 5.365853658536586, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Optimal Placement of FACTS Controllers using GA based Approach

Modern power system confronts the problem of transmission line overloading, voltage security management etc. due to increasing in load demand. Erecting new transmission lines network is a cumbersome process. Flexible AC Transmission System (FACTS) devices are an effective solution for today’s power system problems. For the economical and optimal result, FACTS controllers should be placed at the best site in the network. In this research, optimal siting of FACTS controllers i.e. Static Var Compensator (SVC), Thyristor Controlled Series Compensator (TCSC) and Static Synchronous Compensator (STATCOM) is determined by Genetic Algorithm (GA) based approach. For GA, generation cost and total real power loss are considered as an objective function. Comparison of compensated and uncompensated networks on the basis of generation cost, losses, bus active and reactive power generation and voltage profile has been made. The technique has been implemented on IEEE 5 bus network.