Wood and stone is a leading construction company committed to delivering high quality, Innovative and sustainable solutions, With a focus on excellence and client satisfaction, we bring version to life through our construction expertise.
Mana corporate profile, Manaprojects, Flats in sarjapur roadManaprojects
Mana projects Pvt Ltd. is among the most admired real estate developers in Bangalore with its residential projects being distinguished for their high quality construction, prime location, aesthetic appeal, functional design and optimum use of space and natural light.
The company has now taken a step further by launching top of the line projects under the umbrella brand - UBER. The latest inspiration under this premium brand is MAHAGONY which is destined to be a rare phenomenon in real estate, not just because of its seamless integration of architecture and nature, but so t its prime investment value.
Bridging Futures Your Trusted Number One Private Bridge Partner.pptxUnited Bridge Partners
As the number one private bridge company, our team brings a wealth of knowledge and skill to every project. From conception to completion, our commitment to excellence ensures that your private bridge is not just functional but an enduring testament to quality craftsmanship.
The document is about The Chitnis Group, an engineering, construction, and project management company that specializes in energy-efficient construction solutions. It discusses that they are LEED-accredited and focus on designing and building infrastructure that exceeds energy efficiency standards. It also provides examples of projects they have completed for various government clients that involved renovating and restoring historic structures in an environmentally-friendly manner.
ICO is a leading manufacturer of construction chemicals in India, including paints, waterproofing solutions, and heatproofing and cleaning chemicals. It has over 22 years of experience partnering with India's construction industry. ICO aims to be a global leader in construction chemicals through continuous innovation, improving product quality, and upholding values like customer service, accountability, and integrity. The company has a fully equipped research and development laboratory that develops reliable and economic products.
Ingleton Wood is a multi-disciplinary property and construction consultancy, providing a wide range of services across the majority of industry sectors including commercial, health, education, residential and community.
Our services include architecture, building surveying, building services engineering, planning, interior design, sustainability, civil and structural engineering, quantity surveying, project management, CDM and health and safety services.
We have offices in London, Colchester, Cambridge, Norwich, Billericay and Hertford.
Mana corporate profile, Manaprojects, Flats in sarjapur roadManaprojects
Mana projects Pvt Ltd. is among the most admired real estate developers in Bangalore with its residential projects being distinguished for their high quality construction, prime location, aesthetic appeal, functional design and optimum use of space and natural light.
The company has now taken a step further by launching top of the line projects under the umbrella brand - UBER. The latest inspiration under this premium brand is MAHAGONY which is destined to be a rare phenomenon in real estate, not just because of its seamless integration of architecture and nature, but so t its prime investment value.
Bridging Futures Your Trusted Number One Private Bridge Partner.pptxUnited Bridge Partners
As the number one private bridge company, our team brings a wealth of knowledge and skill to every project. From conception to completion, our commitment to excellence ensures that your private bridge is not just functional but an enduring testament to quality craftsmanship.
The document is about The Chitnis Group, an engineering, construction, and project management company that specializes in energy-efficient construction solutions. It discusses that they are LEED-accredited and focus on designing and building infrastructure that exceeds energy efficiency standards. It also provides examples of projects they have completed for various government clients that involved renovating and restoring historic structures in an environmentally-friendly manner.
ICO is a leading manufacturer of construction chemicals in India, including paints, waterproofing solutions, and heatproofing and cleaning chemicals. It has over 22 years of experience partnering with India's construction industry. ICO aims to be a global leader in construction chemicals through continuous innovation, improving product quality, and upholding values like customer service, accountability, and integrity. The company has a fully equipped research and development laboratory that develops reliable and economic products.
Ingleton Wood is a multi-disciplinary property and construction consultancy, providing a wide range of services across the majority of industry sectors including commercial, health, education, residential and community.
Our services include architecture, building surveying, building services engineering, planning, interior design, sustainability, civil and structural engineering, quantity surveying, project management, CDM and health and safety services.
We have offices in London, Colchester, Cambridge, Norwich, Billericay and Hertford.
Mega interior & construction ltd (pic profile)Mali Quamina
Mega Interior & Construction Ltd is pleased to advise that due to our continued commitment towards our products and services sustainability we are able to offer considerable benefits with regards to environmental issues. Consideration has been given from the initial fabrication of the fabric to the end use and finally disposal of the product, i.e. a full life cycle analysis.
We work with architects and designers to produce beautiful, functional structures. Call us today and bring our project management skills and extensive construction experience to your next project.
This document provides a summary of Fluid Building Services' portfolio and company profile. The portfolio includes examples of recent projects completed by Fluid Building Services ranging from major remedial works to new builds. The company profile provides details on the company's ideals, description of services, certifications, project team, and relevant experience. It includes examples of past projects involving remedial and refurbishment works, residential construction, and structural works.
This document provides an overview of Cherry Brown Interiors, a Dubai-based interior design and fit out company. It discusses the company's mission, vision, and commitment to sustainability. Cherry Brown has completed numerous commercial and residential interior projects since 2012. The document provides details on Cherry Brown's services, projects, clients, and contact information. It emphasizes the company's focus on quality, sustainability, and partnership with clients.
We work with architects and designers to produce beautiful, functional structures. Call us today and bring our project management skills and extensive construction experience to your next project.
The document is a portfolio from Fluid Building Services that includes examples of recent construction projects. It summarizes the company's history since 1998, services provided, personnel, qualifications and licenses. Specific projects highlighted include residential builds and renovations, apartment and strata refurbishments involving concrete repair, balconies, rendering and painting. Contact details are provided at the end.
Ecohome Builders and Developers provides affordable and sustainable building methods using a unified steel and cement structural approach. Their goal is to support 5,000 customers in building green, durable homes within five years. Their methodology emphasizes fast, beautiful, and eco-friendly construction that is resistant to natural disasters and rising energy costs.
Mor enterprises Jalna Maharashtra by Vinod Mor pptVinod Mor
Property Developers & civil construction
Founded in the year 1992, Mor Enterprises’ for meeting varied demands of the clients, we bring forth various services related to Row House Bungalows Construction. The services we render include Real Estate Developer and Officers Bungalow Construction Services that are executed as per the guidelines detailed down by the patrons. Each construction service that we offer is executed using premium grade material and advanced amenities. Below, we have given the brief description of our products:
Civil work service provider, are one of the leading firms engaged in offering under civil construction work -Row house, Apartments and building construction, RCC road construction services Compound wall drainage underground line, water pipe line, Electrical Line & Landscaping and Gardening Services. The services undertaken by us are acknowledged in the market for being reliable, timely completion and flexibility. Furthermore, our skilled experts and gardeners plan these services keeping in mind the preferences and aesthetic sense of the clients.
we provide our service in all over Maharashtra/ Aurangabad, pune, jalna, nashik,nagar,shirdi,nandurbar and other cities.
We provide solutions in solar and inverter, we are a leading innovative engineering and consultancy firm in Nigeria, marketing quality prod- ucts and services and delivering consistently to customer satisfaction.
Leads Facade is a facade consultancy and engineering firm that specializes in designing, engineering, fabricating, and installing curtain wall, building envelope, and roofing systems. They focus on optimizing thermal efficiency and environmental protection. Their services include facade design, pre-tender support, solar shading systems, metal panels, windows, doors, and more. Their goal is to provide high-quality, sustainable solutions and materials while creating energy-efficient building envelopes.
As the Number one private bridge company, Elite Bridges has consistently delivered exceptional results, setting the standard for quality, durability, and reliability in bridge construction projects.
eCubed Light provides specialist lighting design services. It has offices in Auckland and Wellington, New Zealand. eCubed Light aims to provide unique, innovative, and cost-effective lighting solutions that are tailored to clients' needs and aspirations. It prides itself on its experienced designers and integrated, sustainable design approach.
Golden Key Construction is one of the leading Best construction company in Bangalore. We have experience of over 10 years in house construction, commercial construction, industrial construction, renovation and designs. We have successfully done 100+ projects and created dream space as our clients have imagined.
33 London was awarded the contract to complete the design and refurbishment of a four-storey property in London. We worked very closely with our client, contractors and other specialists to create a project that responded to our clients’ brief.
Rutu Interiors is an interior design and contracting company led by the belief that quality interior design improves lives. They are committed to providing aesthetically pleasing and ergonomic space solutions. Rutu has experience providing turnkey interior solutions, from design to execution, for both commercial and residential clients. Their services include interior design, furniture, and allied civil works. Notable past projects include hotels, offices, and homes ranging from 650 to 21,000 square feet.
Woodbar is a family-run construction firm with over 30 years of experience in commercial, education, healthcare, high security, residential, and retail projects in London, Hertfordshire, and Essex. They specialize in new builds and refurbishments as a main contractor and have a highly trained workforce. Woodbar aims to deliver high quality projects on time and on budget while prioritizing health and safety, sustainability, and client service. They have a proven track record of complex commercial refurbishment projects in occupied buildings in Central London.
Trust Pro Contracting is a leading contractor in Saudi Arabia that specializes in civil construction, steel buildings, passive fire protection, concrete repair, and waterproofing. It has a vision to maintain its reputation for quality and efficiency through engineering expertise and technology. The company's services include planning, construction, and maintenance for commercial, industrial, and infrastructure projects. It has experience with notable projects such as stations for the Haramain High Speed Rail and expansions at the Grand Mosque in Mecca.
This document provides information about eCubed Light, a lighting design firm. It discusses eCubed's integrated sustainable design approach, quality assurance processes, lighting design capabilities and experience. Some of eCubed's recent lighting projects are described, including projects for Prada NZ, the Ōtākaro/Avon River Precinct in Christchurch, and the Wharewaka building in Wellington.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Mega interior & construction ltd (pic profile)Mali Quamina
Mega Interior & Construction Ltd is pleased to advise that due to our continued commitment towards our products and services sustainability we are able to offer considerable benefits with regards to environmental issues. Consideration has been given from the initial fabrication of the fabric to the end use and finally disposal of the product, i.e. a full life cycle analysis.
We work with architects and designers to produce beautiful, functional structures. Call us today and bring our project management skills and extensive construction experience to your next project.
This document provides a summary of Fluid Building Services' portfolio and company profile. The portfolio includes examples of recent projects completed by Fluid Building Services ranging from major remedial works to new builds. The company profile provides details on the company's ideals, description of services, certifications, project team, and relevant experience. It includes examples of past projects involving remedial and refurbishment works, residential construction, and structural works.
This document provides an overview of Cherry Brown Interiors, a Dubai-based interior design and fit out company. It discusses the company's mission, vision, and commitment to sustainability. Cherry Brown has completed numerous commercial and residential interior projects since 2012. The document provides details on Cherry Brown's services, projects, clients, and contact information. It emphasizes the company's focus on quality, sustainability, and partnership with clients.
We work with architects and designers to produce beautiful, functional structures. Call us today and bring our project management skills and extensive construction experience to your next project.
The document is a portfolio from Fluid Building Services that includes examples of recent construction projects. It summarizes the company's history since 1998, services provided, personnel, qualifications and licenses. Specific projects highlighted include residential builds and renovations, apartment and strata refurbishments involving concrete repair, balconies, rendering and painting. Contact details are provided at the end.
Ecohome Builders and Developers provides affordable and sustainable building methods using a unified steel and cement structural approach. Their goal is to support 5,000 customers in building green, durable homes within five years. Their methodology emphasizes fast, beautiful, and eco-friendly construction that is resistant to natural disasters and rising energy costs.
Mor enterprises Jalna Maharashtra by Vinod Mor pptVinod Mor
Property Developers & civil construction
Founded in the year 1992, Mor Enterprises’ for meeting varied demands of the clients, we bring forth various services related to Row House Bungalows Construction. The services we render include Real Estate Developer and Officers Bungalow Construction Services that are executed as per the guidelines detailed down by the patrons. Each construction service that we offer is executed using premium grade material and advanced amenities. Below, we have given the brief description of our products:
Civil work service provider, are one of the leading firms engaged in offering under civil construction work -Row house, Apartments and building construction, RCC road construction services Compound wall drainage underground line, water pipe line, Electrical Line & Landscaping and Gardening Services. The services undertaken by us are acknowledged in the market for being reliable, timely completion and flexibility. Furthermore, our skilled experts and gardeners plan these services keeping in mind the preferences and aesthetic sense of the clients.
we provide our service in all over Maharashtra/ Aurangabad, pune, jalna, nashik,nagar,shirdi,nandurbar and other cities.
We provide solutions in solar and inverter, we are a leading innovative engineering and consultancy firm in Nigeria, marketing quality prod- ucts and services and delivering consistently to customer satisfaction.
Leads Facade is a facade consultancy and engineering firm that specializes in designing, engineering, fabricating, and installing curtain wall, building envelope, and roofing systems. They focus on optimizing thermal efficiency and environmental protection. Their services include facade design, pre-tender support, solar shading systems, metal panels, windows, doors, and more. Their goal is to provide high-quality, sustainable solutions and materials while creating energy-efficient building envelopes.
As the Number one private bridge company, Elite Bridges has consistently delivered exceptional results, setting the standard for quality, durability, and reliability in bridge construction projects.
eCubed Light provides specialist lighting design services. It has offices in Auckland and Wellington, New Zealand. eCubed Light aims to provide unique, innovative, and cost-effective lighting solutions that are tailored to clients' needs and aspirations. It prides itself on its experienced designers and integrated, sustainable design approach.
Golden Key Construction is one of the leading Best construction company in Bangalore. We have experience of over 10 years in house construction, commercial construction, industrial construction, renovation and designs. We have successfully done 100+ projects and created dream space as our clients have imagined.
33 London was awarded the contract to complete the design and refurbishment of a four-storey property in London. We worked very closely with our client, contractors and other specialists to create a project that responded to our clients’ brief.
Rutu Interiors is an interior design and contracting company led by the belief that quality interior design improves lives. They are committed to providing aesthetically pleasing and ergonomic space solutions. Rutu has experience providing turnkey interior solutions, from design to execution, for both commercial and residential clients. Their services include interior design, furniture, and allied civil works. Notable past projects include hotels, offices, and homes ranging from 650 to 21,000 square feet.
Woodbar is a family-run construction firm with over 30 years of experience in commercial, education, healthcare, high security, residential, and retail projects in London, Hertfordshire, and Essex. They specialize in new builds and refurbishments as a main contractor and have a highly trained workforce. Woodbar aims to deliver high quality projects on time and on budget while prioritizing health and safety, sustainability, and client service. They have a proven track record of complex commercial refurbishment projects in occupied buildings in Central London.
Trust Pro Contracting is a leading contractor in Saudi Arabia that specializes in civil construction, steel buildings, passive fire protection, concrete repair, and waterproofing. It has a vision to maintain its reputation for quality and efficiency through engineering expertise and technology. The company's services include planning, construction, and maintenance for commercial, industrial, and infrastructure projects. It has experience with notable projects such as stations for the Haramain High Speed Rail and expansions at the Grand Mosque in Mecca.
This document provides information about eCubed Light, a lighting design firm. It discusses eCubed's integrated sustainable design approach, quality assurance processes, lighting design capabilities and experience. Some of eCubed's recent lighting projects are described, including projects for Prada NZ, the Ōtākaro/Avon River Precinct in Christchurch, and the Wharewaka building in Wellington.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
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.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
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.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
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%.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
Wood And Stone
1. WELCOME TO WOOD AND STONE
Your Trusted Partner for Construction
2. Wood and stone is a leading construction
company committed to delivering high-
quality, innovative, and sustainable
solutions. With a focus on excellence and
client satisfaction, we bring visions to life
through our construction expertise.
3. What Sets Us Apart
1. Diverse Portfolio: Residential, Commercial,
and Industrial projects.
2. Cutting-edge Technology: Utilizing the latest
construction methods and technology.
3. Skilled Team: Our experienced and
dedicated professionals ensure project
success.
4. A Glimpse of Our Work
In every brick laid and every beam installed,
we breathe life into architectural visions.
Our projects go beyond construction; they
embody the aspirations and dreams of our
clients. From residential masterpieces to
commercial landmarks, each structure
reflects our unwavering commitment to
quality, precision, and aesthetic appeal.
7. Building for Tomorrow
Our Commitment to Sustainability
Green Building: Incorporating eco-
friendly materials and practices.
Energy Efficiency: Designing and
implementing energy-efficient
solutions.
Environmental Responsibility:
Minimizing our carbon footprint.