Push in Fittings - Legris Parker นิวเมติก.comDNTMb Inc.
The document provides information on various push-in fitting product lines from Parker Legris, including the LF 3000®, LF 3200, LIQUIfit®, LF 3600, LF 3800/3900, and LF 6100. It lists the fitting types, compatible fluid types and pressures, material options, thread and tube size ranges for each product line. Additional details are provided on the features, advantages, and applications of the LF 3000® push-in fittings, including their patented sealing technology, leak testing, range of configurations, vacuum performance, and conformance to industry standards.
CSR International Services provides strategic procurement and supply chain management services worldwide from their base in Munich, Germany. They have over 25 years of procurement experience across multiple industries. They offer flexible and cost-effective solutions to help clients source products and materials from Europe more efficiently. Their expertise and location allow them to quickly support procurement teams and add value for both European and overseas companies.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry and other industrial processes. Located in Sliedrecht, Netherlands near major ports and airports, Euromesh has over 35 years of experience in industrial separation technology. Euromesh designs and manufactures a wide range of separation, process, and mass transfer equipment to both domestic and international customers, offering high quality products with competitive pricing and full engineering support.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
This document provides an overview of products and services offered by Thomas Warburton, an industrial supply company. It describes consumables, hardware, hand tools, power tools, safety equipment, and other items stocked for industrial use. It also outlines Thomas Warburton's CIMS (C-Parts Management System), which aims to streamline customers' procurement and inventory management through a single-source partnership that provides custom racks, bins, labels, and inventory monitoring tools. The system is presented as a way for customers to gain efficiency, reduce costs, and free up time and resources through an integrated supply solution tailored to their needs.
Allmach Pneumatic & Fluid Systems is a major wholesaler and distributor of plastic, aluminum, and stainless steel piping systems in Sydney, Australia. It has been an established family business for over 20 years. The company aims to provide superior quality products and customer service while prioritizing sustainability. Allmach stocks over 150,000 meters of piping and 750 pallets of accessories in its modern warehouse located in South Sydney. It offers design services and documentation for customized piping solutions used across various industries.
Push in Fittings - Legris Parker นิวเมติก.comDNTMb Inc.
The document provides information on various push-in fitting product lines from Parker Legris, including the LF 3000®, LF 3200, LIQUIfit®, LF 3600, LF 3800/3900, and LF 6100. It lists the fitting types, compatible fluid types and pressures, material options, thread and tube size ranges for each product line. Additional details are provided on the features, advantages, and applications of the LF 3000® push-in fittings, including their patented sealing technology, leak testing, range of configurations, vacuum performance, and conformance to industry standards.
CSR International Services provides strategic procurement and supply chain management services worldwide from their base in Munich, Germany. They have over 25 years of procurement experience across multiple industries. They offer flexible and cost-effective solutions to help clients source products and materials from Europe more efficiently. Their expertise and location allow them to quickly support procurement teams and add value for both European and overseas companies.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry and other industrial processes. Located in Sliedrecht, Netherlands near major ports and airports, Euromesh has over 35 years of experience in industrial separation technology. Euromesh designs and manufactures a wide range of separation, process, and mass transfer equipment to both domestic and international customers, offering high quality products with competitive pricing and full engineering support.
Euromesh BV is a Dutch manufacturer of separation systems, process equipment, and mass transfer equipment for the oil and gas industry located in Sliedrecht, Netherlands. They have over 35 years of experience in industrial separation technology and manufacture a wide range of products including mesh demisters, cyclones, plate packs, coalescers, separators, inlet distributors, column trays, and filtration equipment. Euromesh ensures high quality products and services and provides engineering support for customer process applications.
This document provides an overview of products and services offered by Thomas Warburton, an industrial supply company. It describes consumables, hardware, hand tools, power tools, safety equipment, and other items stocked for industrial use. It also outlines Thomas Warburton's CIMS (C-Parts Management System), which aims to streamline customers' procurement and inventory management through a single-source partnership that provides custom racks, bins, labels, and inventory monitoring tools. The system is presented as a way for customers to gain efficiency, reduce costs, and free up time and resources through an integrated supply solution tailored to their needs.
Allmach Pneumatic & Fluid Systems is a major wholesaler and distributor of plastic, aluminum, and stainless steel piping systems in Sydney, Australia. It has been an established family business for over 20 years. The company aims to provide superior quality products and customer service while prioritizing sustainability. Allmach stocks over 150,000 meters of piping and 750 pallets of accessories in its modern warehouse located in South Sydney. It offers design services and documentation for customized piping solutions used across various industries.
Alice Holmes has extensive experience in strategic procurement, supplier selection, contract negotiation, and supply chain management. She has successfully negotiated contracts that resulted in cost savings of over $150,000 for new sterilization equipment. Her expertise spans multiple industries including food processing, restaurant/food service, printed circuit board manufacturing, hospital operating rooms, and electronic manufacturing.
This company presentation provides information about the company's mission, strategic assets, lines of business, and values. The company strives to offer customers engineering-driven technological solutions for industrial automation through their experts' 35 years of experience. They have over 1,000 loyal customers, 21 employees including 12 engineers, and represent 20 global manufacturers. Their lines of business include turn-key automation solutions through engineering, software, supply, installation, and support.
The Techno Source is a leading supplier and exporter of industrial air compressors, air piping, water piping, chemical piping, gas generator plants, and compressed air dryers located in Ghaziabad, India. They have been in business since 2008 and employ between 11-25 people. The company prides itself on its experienced research and development team and total quality management processes.
This document is a catalog from ILA Trading Company that lists various industrial products they distribute and export, including cable glands, sprint cable glands, instrumentation cable, PVC wires, cable ties, refrigeration products, compact fans, and other items. It provides contact information for ILA Trading Company and repeats the product listings.
DistributionNOW is an industry-leading
provider of pipe, valves and valve
lift systems to the upstream, midstream,
and downstream & industrial markets.
We are also recognized as a leading supply
chain solutions company providing valueadded
services, including supply chain
management, project management, and
e-commerce solutions. Our associates are
the best in the business, with extensive
knowledge, broad experience, and a thorough
understanding of our customers’ process and
business drivers.
Tubing and Hose - Legris Parker นิวเมติก.comDNTMb Inc.
This document provides an overview of the technical tubing and hose products offered by Parker Legris, including:
- Flexible calibrated tubing options made from materials like polyamide, polyurethane, fluoropolymers, and polyethylene.
- Calibrated multi-tubing and twin tubing options.
- Calibrated recoil tubing made from polyamide and polyurethane.
- Braided hose options made from materials like polyurethane and PVC.
- Accessories for installing and connecting tubing and hose.
Solutions Providing & Logistic Technologies Corporation provides logistics and supply chain solutions to various industries such as warehousing, retail, parcel and freight, distribution, manufacturing, ports and airports, and third-party logistics. As a systems integrator, it delivers individual products, systems, and complete turnkey solutions. The company verifies clients' requirements, provides applicable solutions, implements projects, and offers after-sales support.
Switches Plus Components Electrical Solutions 2018David Faux
Containing over 2000 stocked lines, Electrical Solutions 2018 is a comprehensive catalogue covering the vast majority of products used on a daily basis within the Industrial Electrical industry.
RBS Group India is a procurement service provider and merchandise exporter established in 2012 that simplifies procurement processes for clients. It sources high-quality products and provides engineering services for industries including power plants, sugar plants, refineries, and more. RBS takes care of clients' procurement needs so they can focus on their core businesses. It has over 12 years of experience in plant engineering and works to understand client requirements, ensure quality and timely deliveries, and focus on clients' visions.
Haison provides products and services for the oil and gas, marine, petrochemical, and process industries in Vietnam. They distribute automation and control systems from companies like Honeywell and Samson, as well as mechanical products, valves, sensors, and instrumentation. Haison offers project management and can handle a full project from design to installation. They aim to deliver high quality and reliable systems and services to customers.
As a specialist for all types of standardized connecting parts and custom-made products, we offer you the entire delivery spectrum, starting with turned axles and bolts, through rolled threaded rods, to screws, stamped parts and cylinder pins
We are one of the prominent Supplier of different types of Industrial Products. These products are from superior quality raw material procured from reliable vendors. The products find application for various industrial and commercial purposes.
Anixter is a leading global supplier of communications and security products, electrical and electronic wire and cable, fasteners and other small components. It helps customers specify solutions and make purchasing decisions around technologies and standards. Anixter provides innovative supply chain management services worldwide to reduce customers' costs of production and implementation. It has over 7,800 employees, $5 billion in revenue, operates in 52 countries, and serves over 100,000 customers.
We are a prominent Distributor & Exporter of a wide range of Cable Tie Supports, Compact Fans, PVC & Industrial Products. Our range is known for its features like dimensional accuracy, easy installation, low maintenance & durability.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Alice Holmes has extensive experience in strategic procurement, supplier selection, contract negotiation, and supply chain management. She has successfully negotiated contracts that resulted in cost savings of over $150,000 for new sterilization equipment. Her expertise spans multiple industries including food processing, restaurant/food service, printed circuit board manufacturing, hospital operating rooms, and electronic manufacturing.
This company presentation provides information about the company's mission, strategic assets, lines of business, and values. The company strives to offer customers engineering-driven technological solutions for industrial automation through their experts' 35 years of experience. They have over 1,000 loyal customers, 21 employees including 12 engineers, and represent 20 global manufacturers. Their lines of business include turn-key automation solutions through engineering, software, supply, installation, and support.
The Techno Source is a leading supplier and exporter of industrial air compressors, air piping, water piping, chemical piping, gas generator plants, and compressed air dryers located in Ghaziabad, India. They have been in business since 2008 and employ between 11-25 people. The company prides itself on its experienced research and development team and total quality management processes.
This document is a catalog from ILA Trading Company that lists various industrial products they distribute and export, including cable glands, sprint cable glands, instrumentation cable, PVC wires, cable ties, refrigeration products, compact fans, and other items. It provides contact information for ILA Trading Company and repeats the product listings.
DistributionNOW is an industry-leading
provider of pipe, valves and valve
lift systems to the upstream, midstream,
and downstream & industrial markets.
We are also recognized as a leading supply
chain solutions company providing valueadded
services, including supply chain
management, project management, and
e-commerce solutions. Our associates are
the best in the business, with extensive
knowledge, broad experience, and a thorough
understanding of our customers’ process and
business drivers.
Tubing and Hose - Legris Parker นิวเมติก.comDNTMb Inc.
This document provides an overview of the technical tubing and hose products offered by Parker Legris, including:
- Flexible calibrated tubing options made from materials like polyamide, polyurethane, fluoropolymers, and polyethylene.
- Calibrated multi-tubing and twin tubing options.
- Calibrated recoil tubing made from polyamide and polyurethane.
- Braided hose options made from materials like polyurethane and PVC.
- Accessories for installing and connecting tubing and hose.
Solutions Providing & Logistic Technologies Corporation provides logistics and supply chain solutions to various industries such as warehousing, retail, parcel and freight, distribution, manufacturing, ports and airports, and third-party logistics. As a systems integrator, it delivers individual products, systems, and complete turnkey solutions. The company verifies clients' requirements, provides applicable solutions, implements projects, and offers after-sales support.
Switches Plus Components Electrical Solutions 2018David Faux
Containing over 2000 stocked lines, Electrical Solutions 2018 is a comprehensive catalogue covering the vast majority of products used on a daily basis within the Industrial Electrical industry.
RBS Group India is a procurement service provider and merchandise exporter established in 2012 that simplifies procurement processes for clients. It sources high-quality products and provides engineering services for industries including power plants, sugar plants, refineries, and more. RBS takes care of clients' procurement needs so they can focus on their core businesses. It has over 12 years of experience in plant engineering and works to understand client requirements, ensure quality and timely deliveries, and focus on clients' visions.
Haison provides products and services for the oil and gas, marine, petrochemical, and process industries in Vietnam. They distribute automation and control systems from companies like Honeywell and Samson, as well as mechanical products, valves, sensors, and instrumentation. Haison offers project management and can handle a full project from design to installation. They aim to deliver high quality and reliable systems and services to customers.
As a specialist for all types of standardized connecting parts and custom-made products, we offer you the entire delivery spectrum, starting with turned axles and bolts, through rolled threaded rods, to screws, stamped parts and cylinder pins
We are one of the prominent Supplier of different types of Industrial Products. These products are from superior quality raw material procured from reliable vendors. The products find application for various industrial and commercial purposes.
Anixter is a leading global supplier of communications and security products, electrical and electronic wire and cable, fasteners and other small components. It helps customers specify solutions and make purchasing decisions around technologies and standards. Anixter provides innovative supply chain management services worldwide to reduce customers' costs of production and implementation. It has over 7,800 employees, $5 billion in revenue, operates in 52 countries, and serves over 100,000 customers.
We are a prominent Distributor & Exporter of a wide range of Cable Tie Supports, Compact Fans, PVC & Industrial Products. Our range is known for its features like dimensional accuracy, easy installation, low maintenance & durability.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
Generative AI Use cases applications solutions and implementation.pdfmahaffeycheryld
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
AI for Legal Research with applications, toolsmahaffeycheryld
AI applications in legal research include rapid document analysis, case law review, and statute interpretation. AI-powered tools can sift through vast legal databases to find relevant precedents and citations, enhancing research accuracy and speed. They assist in legal writing by drafting and proofreading documents. Predictive analytics help foresee case outcomes based on historical data, aiding in strategic decision-making. AI also automates routine tasks like contract review and due diligence, freeing up lawyers to focus on complex legal issues. These applications make legal research more efficient, cost-effective, and accessible.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
9. Fasteners
50+ BS & 100+ DIN standards
Precision machining
Tolerances up to
+/- 0.003 gram
10. Supply chain services
Vendor Managed Inventory
Components supply
MRO vending solutions
Kitting & Sub-assembly
Third Party Logistics
11. More efficient ordering, reduced inventory and
logistics processing costs, better replenishment
and demand planning with VMI
Vendor Managed Inventory
12. We provide a one-stop solution for all of your
product and components needs, sourcing the
best value, high quality components
Components supply
13. Acorn Repono offers remote, realtime inventory
management for MRO shop floor consumables,
along with tool and PPE supply
MRO vending solutions
15. 3PL bundles assembly, packaging, warehousing
and distribution into an integrated solution for
planning, coordinating and delivering inventory
Third Party Logistics