{'fraction_non_alphanumeric': 0.01935483870967742, 'fraction_numerical': 0.0, 'mean_word_length': 5.350877192982456, '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}}
Signature voltage identification technique for implementation of a reliable autonomous-micro-grid system

In this paper, a plug and play type autonomous-micro-grid system is considered. Multiple distributed generating sources (DGs) and loads interactions are considered pertaining to the stability of the micro-grid. The proposed method enables communication-less operation of each of the elements of the micro-grid system. Master-slave control of the distributed generating sources is considered in a decentralized manner to stabilize the overall micro-grid system. A novel signature frequency voltage injection method is proposed to identify the presence of master distributed generator and operation of backup distributed generator. The proposed method enables the changeover of a slave DG to a master DG in the case of failure of the primary master DG without any additional communication system, increasing the reliability of the whole micro-grid system. A detailed experimental study is carried out and the experimental results presented show the efficacy of the proposed system.