{'fraction_non_alphanumeric': 0.0072992700729927005, 'fraction_numerical': 0.0, 'mean_word_length': 5.5396825396825395, '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}}
Fuzzy material balance method to model hydrocarbon field development

This paper introduces a new approach for modeling material balance of fluid withdrawal during field development in case of uncertainties. The approach is based on representation of the fixed reservoir and fluid parameters by fuzzy numbers. The resulting membership function of reservoir pressure is obtained by using fuzzy number operations.