Artificial Neural Networks for the Prediction of Compressive …
ABSTRACT In the paper, an artificial neural network (ANN) model is proposed to predict the compressive strength of concrete. For developing the ANN model the data bank on concrete compressive strength has been taken from the experiments conducted in the laboratory under standard conditions. The data set is of two types; in one dataset 15% …
Ash Chopra, CPWA®
View Ash Chopra, CPWA®'s profile on LinkedIn, a professional community of 1 billion members. With over 20 years of experience in the financial industry, I founded Syon Capital to…
Novel machine learning applications on fly ash based …
In this article updated literature of machine learning techniques, approaches, and algorithm on fly ash based concrete. It includes existing models such as, linear …
Progressive utilisation prospects of coal fly ash: A review.
DOI: 10.1016/j.scitotenv.2019.03.337 Corpus ID: 113407651; Progressive utilisation prospects of coal fly ash: A review. @article{Gollakota2019ProgressiveUP, title={Progressive utilisation prospects of coal fly ash: A review.}, author={Anjani Ravi Kiran Gollakota and Vikranth Volli and Chi-min Shu}, journal={The Science of the total …
Prediction of Compressive Strength of Concrete Using …
Dataset 1: 49 (without fly ash) Dataset 2: 27 (with fly ash) Dataset is of two types. One is without any substitution of cement by fly ash and the second one is with 0.15 of the cement replaced by fly ash. Dataset 1 is of 49 tuples in total. Dataset 2 is of 27 tuples in total Number of input parameters
Fly ash for sustainable construction: A review of fly ash …
Fly ash makes concrete workable; increasing its levels may reduce water demand and superplasticizer needs. Fly ash can improve mechanical and durability …
Simadri Badatya
Sustainable robust waste-recycled ocean water-resistant fly ash-carbon nanotube nanocomposite-based triboelectric nanogenerator. AK Chaturvedi, S Badatya, A Pappu, AK Srivastava, MK Gupta ... R Bhowal, K Mandal, AK Srivastava, MK Gupta, D Chopra. ACS Applied Electronic Materials 4 (7), 3665-3678, 2022. 2: 2022: The system can't perform …
Fly ash properties, characterization, and applications: A review
2.1. Crystalline phases. FA crystalline phases account for 5 to 50% of its mass. The crystalline phases consist of ten phases. Anhydrite (CuSO 4), Merwinite, Periclase, and C3A are found in class C fly ash.In addition to mullite, melite, quartz, hematite (Fe 2 O 3), magnetite (Fe 3 O 4), and lime.Anhydrite results from O 2, SO 2, …
Comparison of Machine Learning Techniques for the …
[1 1] P. Chopra, R. K. Sharma, and M. Kumar, "Artificial neural networks for the prediction of compressive strength of concrete," International Journal of Applied Sciences & Engineering, vol ...
Dept & Faculty
DISCUSSION ASCE JOURNAL OF ENERGY ENGINEERING FOR PAPER ENTITLED "PERMEABILITY AND CONSOLIDATION CHARACTERSTICS OF COMPACTED FLY ASH" BY S.R.KANIRAJ AND V.GAYATHRI Vol.131, Issue3, Page no. 208-213 December, 2006; Dynamic behavior of Coal Ash, Journal of Geotechnical Engineering, Vol.1 (2), …
Cementitious binder from fly ash and other industrial wastes
The disposal of fly ash is an environmental problem, as fly ash discharged on land may quickly spread far. Fly ash has been utilized successfully in the production of various building materials, ... S.K. Chopra, C.A. Taneja, S.P. Tehri, Res Industry 13 …
Properties Of Concrete Made Of Ternary Cementitious …
Fly ash and microslica... | Find, read and cite all the research you need on ResearchGate ... as ash rice husk, fly ash (Chopra et al., 2015), microsilica (Nili and Ehsani, 2 015), metakaolin (Bai ...
Properties of bacterial rice husk ash concrete | Semantic …
DOI: 10.1016/J.CONBUILDMAT.2016.05.146 Corpus ID: 139072635; Properties of bacterial rice husk ash concrete @article{Siddique2016PropertiesOB, title={Properties of bacterial rice husk ash concrete}, author={Rafat Siddique and Karambir Singh and Kunal and Malkit Singh and Valeria Corinaldesi and Anita Rajor}, …
Strength and Setting Times of F-Type Fly Ash-Based
Strength and Setting Times of F-Type Fly Ash-Based Geopolymer Mortar International Journal of Earth Sciences and Engineering ISSN 0974-5904, Vol. 09, No. 03, June, 2016, pp. 360-365
Regression Models for the Prediction of Compressive …
Only fly ash was used, as a mineral admixture, as a partial replacement of cement to study the effect on compressive strength of concrete. The physical properties of fly ash used …
Cementitious binder from fly ash and other industrial wastes
Activated slag-fly ash blends were developed to form non-Portland cements or blended cements having strength properties at par with ordinary Portland cement for use as masonry cement [7]. In some countries, fly ash is processed further by …
FLY ASH UTILIZATION IN COAL MINES
Power plants in India produce 600,000 tonnes of fly ash per day, which is equal to India's total cement consumption in a year. Fly ash is a sustainable material used in the construction field to fill voids, and is used for backfilling in the coal mines. It is especially attractive for embankment construction over weak sub-soils. Fly ash ...
Handbook of Fly Ash
The drive to develop more sustainable materials has made fly ash a valuable raw material in many different applications. Comprehensive and authoritative, Handbook of Fly Ash highlights the latest research efforts to develop the properties of fly ash to maximum utility while safeguarding the environment. This book takes an interdisciplinary …
Comparison of Machine Learning Techniques for the …
This research aims to investigate the predictive capabilities of various Artificial Intelligence (AI) models, including radial basis function neural network …
Handbook of Fly Ash | ScienceDirect
The drive to develop more sustainable materials has made fly ash a valuable raw material in many different applications. Comprehensive and authoritative, Handbook of Fly Ash highlights the latest research efforts to develop the properties of fly ash to maximum utility while safeguarding the environment. This book takes an interdisciplinary approach to the …
[PDF] Soil Stabilization By Using Fly Ash | Semantic Scholar
Soil is a peculiar material. Some waste materials such Fly Ash, rice husk ash, pond ash may use to make the soil to be stable. Addition of such materials will increase the physical as well as chemical properties of the soil. Some expecting properties to be improved are CBR value, shear strength, liquidity index, plasticity index, unconfined compressive …
Influence of Waste Fly Ash on Characteristics of Clayey Soil
With the increase in Fly ash OMC is decreased from 20.75% 17.18%, whereas MDD of the soil has shown an increasing path from 1.614 gm/cc to 1.693 gm/cc. Value of liquid limit is decreased from 26.4to 20.6 and plastic limit of soil is increased from 14.93 to 19.42 whereas plasticity index has shown a decreasing path from 11.77 to 1.17.Un soaked ...
Regression Models for the Prediction of Compressive …
AbstractA mathematical analysis using statistical techniques for the prediction of compressive strength of concrete was performed for the concrete data obtained from laboratory experimental work done in this study. The variables used in the prediction models were the mix proportioning elements. The multiple non-linear regression models yielded …
Hybridizing Grid Search and Support Vector
DOI: 10.1155/2022/3601914 Corpus ID: 247098005; Hybridizing Grid Search and Support Vector Regression to Predict the Compressive Strength of Fly Ash Concrete @article{Tang2022HybridizingGS, title={Hybridizing Grid Search and Support Vector Regression to Predict the Compressive Strength of Fly Ash Concrete}, author={Fei …
Novel machine learning applications on fly ash based …
The huge generation of fly ash has been required a million acres of land for storage and safe disposal because it is harmful to the eco-friendly environment and causes air and groundwater pollution [29].Its effective utilization and safe disposal saved environment as well as millions acres of land annually [30].The fly ash is a pozzolanic …
Fly ash for sustainable construction: A review of fly ash …
FA, or pulverised fuel ash, is a byproduct of coal-fired power plants and is used as a mineral additive in cement and concrete. Fig. 1 shows a typical layout of a coal-burning generating station. Pulverized coal is blown into the burning zone of the furnace, where its combustible constituents, mainly carbon, hydrogen, and oxygen, ignite at …
Compressive strength prediction and optimization design of …
Instead of the traditional compressive strength test, this study combines five novel metaheuristic algorithms with extreme gradient boosting (XGB) to predict the …
Prediction of Compressive Strength of Concrete Using …
Details of compressive strength of concrete mixes without fly ash after curing for 28, 56, and 91 days.
Use of fly ash in Coal Mines R K Chopra Chief General …
Use of fly ash in Coal Mines. K Chopra Chief General Manager. R. National Workshop on Ash Utilization 12-11-2008. Sector wise Break-up of Coal demand. (In Million Tonnes) …
Strength, permeability and microstructure of self-compacting concrete
2.1.3. Rice husk ash (RHA) The RHA used in the study was obtained from Mullanpur district Ludhiana, India. Physical properties are shown in Table 3.Chemical properties of the RHA were detected by energy dispersive spectroscopy (EDS) analysis and are shown in Table 2.SEM analysis revealed that RHA is micro porous and irregular (Fig. 1 b).2.1.4.