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Dive into the research topics where Woubishet Zewdu Taffese is active.

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Featured researches published by Woubishet Zewdu Taffese.


Advances in Civil Engineering | 2018

Suitability Investigation of Recycled Concrete Aggregates for Concrete Production: An Experimental Case Study

Woubishet Zewdu Taffese

In developing countries, construction and demolition waste (CDW) is disposed to landfill, causing social, environmental, and economic crises. In these nations, CDW exponentially increase due to their rapid economic growth, industrialization, and urbanization. This paper aims to examine the possibility of recycling concrete waste for production of new concrete in Ethiopia. Physical and mechanical characteristics of recycled concrete aggregate (RCA) acquired from concrete waste are thoroughly examined. Though the RCA exhibited relatively lesser performance compared with the natural coarse aggregate (NCA), it reveals the same properties as of normal-weight aggregates in several instances. The performance of concrete specimens which employ RCA up to 20% is evaluated from workability, strength, and permeability aspects. The utilization of RCA slightly affects the workability and the water permeability properties of the concretes. Replacement of 10% of the NCA by the RCA enhances the compressive strength of the hardened concrete by 8%. The difference between the splitting tensile strength of the concretes which employ RCA and conventional aggregates is trivial. Generally, this work demonstrates the practicability of concrete waste recycling to produce new concrete or construction materials in Ethiopian context.


Automation in Construction | 2017

Machine learning for durability and service-life assessment of reinforced concrete structures: Recent advances and future directions

Woubishet Zewdu Taffese; Esko Sistonen


Construction and Building Materials | 2016

Neural network based hygrothermal prediction for deterioration risk analysis of surface-protected concrete façade element

Woubishet Zewdu Taffese; Esko Sistonen


Construction and Building Materials | 2015

CaPrM: Carbonation prediction model for reinforced concrete using machine learning methods

Woubishet Zewdu Taffese; Esko Sistonen; Jari Puttonen


Archive | 2013

Monitoring, Evaluation and Long-term Forecasting of Hygrothermal Performance of Thick-walled Concrete Structure

Woubishet Zewdu Taffese; Fahim Al-Neshawy; Jukka Piironen; Esko Sistonen; Jari Puttonen


Archive | 2015

Optimized neural network based carbonation prediction model

Woubishet Zewdu Taffese; Fahim Al-Neshawy; Esko Sistonen; Miguel Ferreira


Construction and Building Materials | 2017

Significance of chloride penetration controlling parameters in concrete: Ensemble methods

Woubishet Zewdu Taffese; Esko Sistonen


Archive | 2015

Prediction of Concrete Carbonation Depth using Decision Trees

Woubishet Zewdu Taffese; Esko Sistonen; Jari Puttonen


Univ. Cath. de Louvain, and KULeuven | 2015

ESANN 2015, 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium), 22 - 24 April 2015.

Woubishet Zewdu Taffese; Esko Sistonen; Jari Puttonen


Archive | 2013

Service-life Prediction of Repaired Concrete Structures: Hybrid of Artificial Neural Network and Finite Element Method

Woubishet Zewdu Taffese; Esko Sistonen

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Miguel Ferreira

VTT Technical Research Centre of Finland

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