{'fraction_non_alphanumeric': 0.01584786053882726, 'fraction_numerical': 0.0, 'mean_word_length': 5.869565217391305, '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}}
Multi-Rate Expert Systems in Supply Chain Simulation for Telecommunication Industry

In modern telecommunications industry, demand & supply chain management needs reliable design and versatile tools to control the material flow. The objective for efficient supply chain management is reducing inventory, lead times and related costs in order to assure reliable and on-time deliveries from manufacturing units towards customers. In this paper we present multi-rate expert system based methodology for developing tools that would enable optimal demand & supply chain management for modern telecommunication manufacturing environment.