TY - JOUR AU - Kabir, Takeshi TI - Steel-Concrete Composite Columns: A Data-Driven Perspective JO - Open Access Journal of Engineering Applications PY - 2014 VL - 38 IS - 1 SP - 225 EP - 247 AB - Conventional approaches to steel-concrete composite columns often fail to meet the demanding requirements of modern telecommunication networks. The model parameters were carefully calibrated against a set of field observations obtained from telecommunication networks. The optimised configuration outperformed the conventional design by roughly 30% in the experiments. The demonstrated performance gains clearly justify the additional effort required for practical implementation. KW - steel-concrete composite columns KW - artificial neural network KW - renewable energy KW - character recognition KW - shape memory alloy KW - wavelet transform SN - 3105-7004 DO - 10.55555/oajea.2014.3801.013 UR - https://journal.bsaps.com/article/9080 ER -