TROY IOT is at the forefront of smart digital solutions, specializing in various domains such as IoT in energy management, secure VPN, cloud computing, custom mobile apps, software development, and the integration of sensor technology.
Products
TROY IOT Integrated Digital Solutions
TROY Asset Health Monitoring and Prediction System
TROY AssetHealth consists of applications where meaning is drived from data by using algorithms focused on monitoring and forecasting, real-time data analysis on cluster or streaming data and anomaly detection algorithms are used. It allows for condition monitoring and anomaly detection as well as estimation of the remaining useful life of the asset.
It includes computational or analytical models necessary to describe, understand and predict the operational states and behavior of assets. These models include physics-based models, 3D engineering or simulation models, statistics-based data models, optimization models, machine learning, and artificial intelligence models. With the condition monitoring platform developed for predictive maintenance, operational and automation data obtained from different machines and sensors are analyzed, increasing the total equipment performance (OEE) and monitoring it with metrics.
There are components, graphics, game engine interfaces that include 3D digital models of the component parts of the asset, sensor points and dashboards of sensor data. Being a flexible system, TROY AssetHealth can be customized according to the specific needs and requirements of the users.
TROY Quality Monitoring and Assurance System
TROY QualityHealth consists of applications where images are evaluated using deep learning algorithms that are focused on defect localization and classifications, near real-time image analysis is performed on streaming data and defect detection algorithms are used.
The first step for the defect localization is the use of related dataset. At this stage, TROY image processing library is used. Images of defective and defect free products are collected by industrial high-resolution cameras. The library contains functions for data augmentation, resizing, imperfect data identification, image enhancement, ROI extraction, evaluation, and labeling appropriate for their use. According to the requirements of defect detection, deep learning, classical image processing or statistical methods are developed. Defects are localized and evaluated by the algorithms in the library, and the results are presented to the users via web-based applications. Being a flexible system, TROY QualityHealth can be customized according to the specific needs and requirements of the users.
Model-Based System Solutions and Digital Twins
TROY DigitalEngineering is developed based on the definition of “Digital Engineering” which is aimed to provide the creation of the Digital Thread for the use of digital tools and representations for design, evaluation, and life cycle management.
In this way, TROY Digital Engineering is aimed as a toolset to provide the conception, design, and development of complex systems by covering MBSE (Model-Based Systems Engineering) methods, computational/analytical/physics-based models, 3D engineering and/or digital twins depending on the needs of the application. As MBSE is a subset of digital engineering, TROY Digital Engineering supports the systems engineering activities of requirements, architecture, design, verification, and validation by integrating leading SysML Tools, simulation/modelling tools like MATLAB and digital twin technologies. In this way, system requirements can be matched with the system behavior created by the digital twin structure of the target system for performance and requirements verification and trade-off study.
TROY Process Health Monitoring, Optimization and Decision Support
TROY ProcessHealth consists of applications that analyze data using algorithms focused on monitoring and optimization, conduct real-time data analysis on cluster or streaming data, and utilize anomaly detection algorithms. In addition to condition monitoring and anomaly detection, TROY ProcessHealth allows the use of intelligent algorithms to optimize the production process. It provides a decision support mechanism within the scope of production planning. It is ensured that the most effective productions that can be realized in different combinations are selected and thus energy and material consumption is minimized.
TROY ProcessHealth has the ability to transfer the domain information of the production planning process to the software. It is a decision support system that can make accurate decisions even in new situations by using machine learning algorithms. It provides the estimated consumption results of the production plan.
TROY ProcessHealth provides a process optimization capability that enables processes to optimize their parameters. It is a system that supports decision making of users at various levels, from operators to senior managers. In doing so, TROY ProcessHealth uses process data and TROY’s artificial intelligence libraries. Data driven models are pre-trained and tested to get the best solutions to the problems. Different machine learning and deep learning algorithms are used according to the type of process and the decision to be taken.
With the condition monitoring platform developed for decision support, operational data acquired from different processes and sensors are analyzed and monitored with metrics.
TROY Vehicle Health Monitoring and Prediction System
Focusing on condition monitoring and estimations related to mobile systems, TROY VehicleHealth contains real-time data analysis applications. TROY VehicleHealth provides ability to monitor condition of the vehicle and to estimate the remaining useful service life of it.
TROY VehicleHealth collects data including but not limited to multiple sensors applied in mobile systems, geographic coordinates, weather data, vehicle speed, amount of fuel used, pressure and humidity level, and existing environmental variables. The TROY VehicleHealth module not only monitors the status of vehicles, but also enables users to manage developed systems remotely and in real time.
TROY VehicleHealth enables vehicles to execute applications for energy/fuel consumption, predictive maintenance, optimum route calculations, fleet management, and improved overall equipment efficiency. The electronic control unit (ECU) in the system ensures that the system works as required. Integrated with Geographic Information Systems (GIS) and CANBUS protocol, TROY VehicleHealth can quickly visualize vehicles information on maps. TROY VehicleHealth can be customized for different brands and models of vehicles and their requirements.
TROY CNC Health Monitoring and Prediction System
TROY CNCHealth provides real-time data from sensors, production parameters, environmental variables and CNC control units added to the CNC machine, providing instant status monitoring, data analysis, anomaly detection, estimation of the remaining useful life of the CNC machine and cutting edges.
Axis information, geometric codes, machine metadata, messages, production data, spindle motor features and status information are obtained from the CNC machine. Control Unit Library and/or MTConnect protocol are used to provide client communication with the CNC machine. With TROY CNCHealth, a decision support system and vibration analysis can be performed by monitoring the performance and production efficiency of the CNC machine, optimizing parameters, monitoring and recommending cutting edges. Artificial intelligence algorithms are used to predict the remaining useful life of the CNC machine and the cutting edges and to determine the relationships between the parameters.
In order to detect the errors that occur in the products produced on the CNC machine and to prevent these errors by predicting them beforehand, the data received from the sensors, production status information and control unit data are analyzed and monitored with metrics, and it is aimed to increase the total equipment performance (OEE). TROY CNCHealth can be customized according to different brands and models of CNC machines and sensors to be monitored.
Our Apps
TROY Platform Integrated Digital Solutions
TROY IOT
TROY SENSOR
TROY SENSOR services enable the users to select the optimum set of sensors. The service implements the optimum sensor set for the machines.
TROY CNC
TROY CNC collects data from the CNC machines for condition monitoring and optimization purposes.
TROY PLC
TROY PLC services enable the users to select, program, and install PLCs to read from the PLC.
TROY EDGE
TROY EDGE is a service by which the users select the edge device and install them so that the software calculates and transfers data at the edge (Edge) in any production facility
TROY CONTROL
TROY CONTROL module enables the users to create for remote management and control of a machine or process
TROY DATA
TROY STREAM
TROY STREAM enables the users to transfer data from data sources to the related destinations, TROY PLATFORM modules and/or different destinations.
TROY STORAGE
TROY STORAGE enables the users to store data received from components such as sensors, PLCs, actuators, devices, MES, or machines.
TROY SECURITY
TROY SECURITY enables users to increase the security of software developed within the scope of TROY PLATFORM and implements up-to-date security protocols.
TROY APPS
TROY MONITORING
TROY MONITORING is a module that enables predictive maintenance using the condition monitoring method used in machine maintenance.
TROY OEE
TROY OEE is a software module created to calculate the overall equipment effectiveness (OEE) of the process and/or machine.
TROY STATISTICS
TROY STATISTICS is a software module created to perform statistical analyzes on the data.
TROY METRICS
TROY METRICS enable the users to calculate defined criteria for any process, production unit or product.
TROY DATA-GEN
TROY DATA-GEN is a synthetic data generator module for commonly used electro-mechanical parts, especially engines, gearboxes, hydraulic units.
TROY ASP
TROY ASP is an Apache StreamPipes-based tool that allows non-AI users to select and run machine learning models.
TROY MINIMIZE
TROY MINIMIZE is a module that aims at minimizing energy used in facilities, machinery, and vehicles by optimizing electricity in production, fuel, and electricity consumption in transportation.
TROY DETECT
TROY DETECT is a module developed for visual defect detection in industrial production facilities.
TROY VISION
TROY VISION provides mathematical operations, functions and algorithms to extract meaning from digital images.
TROY PREMA
TROY PREMA monitors the condition of machine or process components and provides optimum management of the maintenance process.
TROY MODEL
TROY MODEL enables the creation and presentation of realistic models of abstract and tangible systems.
TROY OPTIMIZE
TROY OPTIMIZE aims at determining the optimum parameter set in production and welding.
TROY UX
TROY DASHBOARD
TROY DASHBOARD is a data visualization module developed with the involvement of real users.
TROY 3D
TROY 3D is a visualization module developed with real users’ involvement to enable a high level of user experience.
TROY AR
TROY AR module creates and displays a virtual copy of an object in the real world using augmented reality technology.
TROY GAMIFY
TROY GAMIFY module simulates the production process in parallel with instantaneous data acquired from the field.
TROY GIS
TROY GIS module provides map usage features covering all points in the world.
R&D Projects
Our Academic Publications
TROY Industrial Automation
Field of Actions
TROY Industrial Automation
Industrial Facilities
TROY IOT offers complete solutions as a single contractor for the design, application and installation of mechanical, electrical, electronic and hydraulic systems of industrial plants. By closely following the developments in information technologies, the company incorporates state-of-the-art technologies in its industrial applications in accordance with the Industry 4.0 standard. Industrial projects to be developed and implemented are planned in a way that satisfies the customer both economically and technically.
In applications developed for industrial plants, the company places importance on energy saving as well as quality and reliability.
Defense Industry
We have completed several mechanical, hydraulic, electrical and electronics projects for defense industry. TROY IOT designs, manufactures, assembles and commissions automation, hydraulic, electric and mechanic systems for defense industry. With its technical knowledge and infrastructure in this area, the company continues to work with the leading organizations of the defense industry.
The examples of products manufactured by TROY IOT or hydraulic and electric-electronic systems offered by the company are listed below:
Vehicle salvage cranes
Tank transportation and loading systems
Simulation systems
Testing machinery
Servo systems
X-ray testing machine
Multi-axis effect measurement systems
Rocket testing systems
Portable workshops
Hydraulic and electronic systems for armored vehicles
Ex-proof systems
Dam And HEPP Applications
The hydraulic and electrical systems that we have developed and manufactured have been successfully applied in more than 100 dams and hydroelectric power applications in Turkey and around the world.
Since hydraulic systems used in dams are very important in terms of safety of life and property in cases of emergency, our main goals are to minimize the risks and meet the demands of the users in the projects we implement.
In addition to the development and manufacturing of hydraulic and electrical systems for dams and hydroelectric applications, we develop SCADA-based software, manufacture hydraulic power units and accumulator stations for governors and supply some of the systems required by generators.
The following hydraulic, electrical systems and SCADA software have been developed by TROY for hydroelectric power plants:
Butterfly valves
Sliding valves
Conical valves
Radial gates
Service gates
Sluice gates
Cofferdam gates
TROY IOT manufactures the following hydraulic power units for turbine governors:
Francis
Kaplan
Pelton
The units and systems manufactured for hydraulic generators are listed below:
Generator bed cooling and lubrication unit
Rotor lifting system
Hydraulic brake system
Construction Applications
Many successful projects have been carried out to supply the necessary machinery demanded by the construction sector. TROY IOT closely follows the developments in mechanical, hydraulic and electric-electronic spheres to create efficient solutions.
Asphalt Emulsion Plants
Concrete Plant
Mechanical Stabilization Plant
Tunnel Formworks For Highways, Dams And Subways
Tower Crane Applications
Truck Lifting Platforms
Concrete Beam Formworks
Concrete Tables
Hydraulic Systems For Prefabricated Molds Of
Transformer Cells
Climbing And Sliding Forms For Viaducts, Flues, Silos and Cooling Towers
Mobile Applications
Increasing the performance and efficiency in mobile applications requires an experienced team able to offer solutions to any problems that the customers encounters. TROY IOT has developed sound experience in mobile applications, and thus, provides the integrated application of hydraulic and electronic mobile machines. Mobile applications have been developed for the following equipment:
Construction machines
Concrete transmixers
Salvage cranes
Mobile asphalt distributors
Snow ploughs and salt spreaders
Street sweepers
Garbage trucks
Gritters
Information Technologies
Information Systems (IS) are software that helps organize, analyze, and distribute data. An IS is a collection of technical and human resources that provide storage, computation, distribution, and communication for information needed by a business. M2M/IoT refers to the internet of objects or machines in M2M, where the identity and location of objects can be viewed online. Big Data analytics involves analyzing large or complex data sets to systematically extract information. Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that think and act like humans. Deep Learning (DL) is a class of machine learning algorithms that use different numbers of layers to extract higher-level features from raw data. A digital twin is a computer-simulated model of a system that calculates important process parameters. Computer vision is an interdisciplinary scientific field that aims to make sense of image data. Robotics involves the design, construction, operation, and use of robots. Automation refers to technology where a process or procedure is performed with minimal human assistance. Non-Destructive Testing (NDT) systems allow for the inspection of products without damaging them during the test process.