

Institute for Advanced Construction and Smart Infrastructure Solutions of America LLC

Powerful Data Mining Software
at Your Fingertips

More than 20 data mining methods

Fast performance, user-friendly data mining platform

1TB space for your data mining projects
Exclusive individual reports for every project


Unlimited detailed summary of projects
YOUR DATA ANALYTICS CONSULTANT IN INFRASTRUCTURE PROJECT ASSESSMENT
(We Provide Solutions for

ENERGY ASSESSMENT
(SELECTED ASSESSMENTS)
Exploratory Data Analysis
EFFICIENCY ASSESSMENT
(SELECTED ASSESSMENTS)
Exploratory Data Analysis




Quadrant Analysis


Nonparametric Efficiencly Analysis

Nonparametric Efficiency Methodology for Comparative Assessment of Infrastructure Agency Performance

Fatal Crashes in the U.S.


CORRUPTION ASSESSMENT
(SELECTED ASSESSMENTS)
Exploratory Data Analysis


Global CPI, EGI, and HDI trend

Frequency distribution of average CPI from 2007 to 2017, across the continents

Boxplot for the continents’ CPI from 2007 to 2017
Machine Learning/Principal Component Analysis/Cluster Analysis

Principal component analysis of the countries characteristics


Clustering of countries based on perceived corruption using PCA dimensions

Machine learning partial dependence plot for global corruption
NARX Artificial Neural Network Analysis


Panel Vector Autoregression Time-Series Prediction

Impulse-response function curves:
E-Governance Index and Corruption Perceptions Index interactions
AUTONOMOUS VEHICLES
(AIAI's white paper)
AVs for Higher Efficiency and Lower Corruption

AIAI's Internet of Things: Schematic figure of leveraging advanced technologies
for fighting corruption at the construction phase
Aerial photos of the project site could be taken before the construction starts, and before and after each day’s activities. In addition, the entire construction process (not only the overall site but also areas of specific tasks) can be recorded on video. These tasks include excavation, filling or embankment construction in layers, concrete pouring, asphalt laying, assembly of steel or precast concrete members, and so on. Using artificial intelligence techniques, the construction images can be processed to ascertain the quantities of materials used, the dimensions of the constructed product, and in certain cases, the quality of the material used in the constructed product, such as the level of soil compaction, moisture content of fresh concrete, and so on. The aerial photos can be used in conjunction with photogrammetric techniques to ascertain the dimensions and positions (heights, depths, angles) of constructed elements. Ground Penetration Radar (GPR) can help verify the quality of materials used in the construction including asphalt and concrete. Remote sensors installed in the crane buckets and trucks, used with GPS can measure the exact amount of soil that is hauled from one site to another. Intelligent compactors can help ascertain if the appropriate compaction levels have been achieved.
Concrete and asphalt mixer trucks equipped with GPS systems can alert the engineer at the laying site if they encounter undue delays between the batching plant and the site. Sensors installed inside their rotating drums report to the central monitoring office, the amount of concrete they are carrying, any changes in the concrete properties along their haul trip, and the mixture design of their load. Connectivity features also enable the comparison of material specifications and in-situ properties of the materials after construction, and any deviations can be addressed.
Smart sensors implemented in workers’ vests can capture the number of times they have moved objects during the day and show the calories burnt in that day, thereby monitoring workers’ overall health and performance. Finally, in such an integrated autonomous and connected system for construction inspection, the collected and analyzed data can be stored in a data cloud, processed according to established standards and guidelines that are consistent with a secure cyber environment, and given access to all relevant stakeholders including corruption mitigation personnel.
ELECTRIC VEHICLES
(selected assessments)


AIAI'S EXCLUSIVE AI METHODS
(SELECTED METHODOLOGIES)
Multi-stage DEA model and quadrant analysis

AIAI's architecture of a general multi-stage DEA model for efficiency assessment

AIAI's interpretations of quadrant positions

Linear/nonlinear model analysis

AIAI's assessment on incompetent traditional linear/non-linear models, (CPI vs. EGI of countries - color-coded by continent of location)
Machine learning and AI methods

AIAI's Exclusive Approach to Corruption Assessment

AIAI's schematic diagram for the AI bootstrapping technique

AIAI's schematic diagram for the AI k-fold cross-validation technique
NARX artificial neural network methods


DATA SAMPLES
National Bridge Inventory

Federal Highway Administration

The Global Economy

The World Bank

CONTACT US
Inquiries
For any inquiries, please call 317-324-8895
or fill out the following form:
Head Quarters
1690 Civic Center Dr.
Santa Clara, CA 95050
Tel: 317-324-8895
Fax: 312-725-8798