1) 10GBASE-T technologies are emerging that provide 10 gigabit Ethernet speeds over copper cabling, but they are susceptible to interference from crosstalk and electromagnetic noise.
2) Screened cabling is recommended to support 10GBASE-T up to its full channel length due to its superior protection against crosstalk and ability to operate in noisier environments.
3) Standards committees and cable manufacturers recognize various cabling classes, including Cat6, Cat6a, and Cat7, as supporting 10GBASE-T, with screened cables having greater maximum supported distances.
Them consist of a concrete monoblock-structure enclosure, that is installed at ground level which houses all the electrical components: from the Medium Voltage switchgear to the Low Voltage switchboards, including the transformers, Control devices and the interconnections between the various components.
See more at: www.ormazabal.com
Fieldbus Tutorial Part 4 - Installation of FieldbusEmerson Exchange
Fieldbus Tutorial Part 4 – Installation of Fieldbus: Foundation Physical Layer, Choosing Components and Layout, System Design, Field Checkout and Commissioning, Trouble Shooting a Fieldbus System
The document discusses Siemens' Subsea Advanced Converter & Switch (ACS), which addresses challenges in using standard ethernet media converters subsea. The ACS allows fiber and ethernet communication over longer distances subsea through a modular design that provides fiber to copper conversion, ethernet switching, and signal monitoring in a robust housing. It comes in various configurations including flying leads, switches, umbilical terminations, and for sensor harnesses. Key benefits are enabling longer distance ethernet communication subsea at lower cost through a compact, field-proven design.
The document introduces Rockwell Automation's Bulletin 4983 Surge & Filter Protection product line for meeting industrial surge and filter protection requirements. It consists of DIN rail and panel mount surge protective devices (SPDs) and filters to protect against internally generated transients and high frequency noise. The products are certified and provide protection of data, control, and power systems from surges and noise through clamping and filtering technologies. Planning protection proactively can prevent costly equipment failures later.
The document provides information on Profibus fieldbus connectors:
- The connectors are available in aluminum and stainless steel housings for connecting 1-8 measuring devices to a Profibus trunk line via spur lines.
- They feature tension clamp connection technology, overvoltage protection, fusing for individual spur lines, EMC cable glands, and M12 connectors.
- Variants are available for Profibus-DP and Profibus-PA networks with different technical specifications and connection options.
- Accessories and ordering information is provided for the Profibus connectors.
The PVS-100/120-TL is ABB's three-phase string inverter solution for decentralized photovoltaic systems with power ratings up to 120 kW. It has six independent MPPTs, a compact size, integrated DC/AC disconnection and surge protection, and horizontal or vertical mounting options. Standard wireless connectivity and mobile apps make configuration and monitoring easy.
Hadar Hazardous Area (ATEX) Lighting ranges are suitable for explosive atmosphere environments and are certified to Zone 1, Ex e, Ex d and Zone 2 Ex n hazardous areas – fluorescent, recessed, portable, bulkhead, wellglass, floodlight and LED hazardous area lighting ranges.
The Hadar hazardous area lighting ranges comprises one of the most up to date and innovative lighting portfolios - suitable for explosive atmospheres the range of Hadar hazardous area lighting is certified to Zone 1 & 21, Ex e, Ex d, and Zone 2 & 22 Ex n.
The Hadar Lighting Ex e products feature the “End of Life” (EoL) protection circuit ballast according to DIN EN 61347-2-3 and IEC 60079-7 Ed.4.
Hadar Hazardous Area Lighting is a specialist manufacturer of hazardous area lighting for the oil, gas, petro-chemical, pharmaceutical, offshore and marine industries worldwide offering the design and production of lighting products for Zone 1, 2, 21 & 22, Gas and Dust - this includes ATEX and IEC Ex Explosion Proof Exe & Ex d Lighting ranges : fluorescent, recessed, helideck, LED floodlight, bulkhead and well glass.
1) 10GBASE-T technologies are emerging that provide 10 gigabit Ethernet speeds over copper cabling, but they are susceptible to interference from crosstalk and electromagnetic noise.
2) Screened cabling is recommended to support 10GBASE-T up to its full channel length due to its superior protection against crosstalk and ability to operate in noisier environments.
3) Standards committees and cable manufacturers recognize various cabling classes, including Cat6, Cat6a, and Cat7, as supporting 10GBASE-T, with screened cables having greater maximum supported distances.
Them consist of a concrete monoblock-structure enclosure, that is installed at ground level which houses all the electrical components: from the Medium Voltage switchgear to the Low Voltage switchboards, including the transformers, Control devices and the interconnections between the various components.
See more at: www.ormazabal.com
Fieldbus Tutorial Part 4 - Installation of FieldbusEmerson Exchange
Fieldbus Tutorial Part 4 – Installation of Fieldbus: Foundation Physical Layer, Choosing Components and Layout, System Design, Field Checkout and Commissioning, Trouble Shooting a Fieldbus System
The document discusses Siemens' Subsea Advanced Converter & Switch (ACS), which addresses challenges in using standard ethernet media converters subsea. The ACS allows fiber and ethernet communication over longer distances subsea through a modular design that provides fiber to copper conversion, ethernet switching, and signal monitoring in a robust housing. It comes in various configurations including flying leads, switches, umbilical terminations, and for sensor harnesses. Key benefits are enabling longer distance ethernet communication subsea at lower cost through a compact, field-proven design.
The document introduces Rockwell Automation's Bulletin 4983 Surge & Filter Protection product line for meeting industrial surge and filter protection requirements. It consists of DIN rail and panel mount surge protective devices (SPDs) and filters to protect against internally generated transients and high frequency noise. The products are certified and provide protection of data, control, and power systems from surges and noise through clamping and filtering technologies. Planning protection proactively can prevent costly equipment failures later.
The document provides information on Profibus fieldbus connectors:
- The connectors are available in aluminum and stainless steel housings for connecting 1-8 measuring devices to a Profibus trunk line via spur lines.
- They feature tension clamp connection technology, overvoltage protection, fusing for individual spur lines, EMC cable glands, and M12 connectors.
- Variants are available for Profibus-DP and Profibus-PA networks with different technical specifications and connection options.
- Accessories and ordering information is provided for the Profibus connectors.
The PVS-100/120-TL is ABB's three-phase string inverter solution for decentralized photovoltaic systems with power ratings up to 120 kW. It has six independent MPPTs, a compact size, integrated DC/AC disconnection and surge protection, and horizontal or vertical mounting options. Standard wireless connectivity and mobile apps make configuration and monitoring easy.
Hadar Hazardous Area (ATEX) Lighting ranges are suitable for explosive atmosphere environments and are certified to Zone 1, Ex e, Ex d and Zone 2 Ex n hazardous areas – fluorescent, recessed, portable, bulkhead, wellglass, floodlight and LED hazardous area lighting ranges.
The Hadar hazardous area lighting ranges comprises one of the most up to date and innovative lighting portfolios - suitable for explosive atmospheres the range of Hadar hazardous area lighting is certified to Zone 1 & 21, Ex e, Ex d, and Zone 2 & 22 Ex n.
The Hadar Lighting Ex e products feature the “End of Life” (EoL) protection circuit ballast according to DIN EN 61347-2-3 and IEC 60079-7 Ed.4.
Hadar Hazardous Area Lighting is a specialist manufacturer of hazardous area lighting for the oil, gas, petro-chemical, pharmaceutical, offshore and marine industries worldwide offering the design and production of lighting products for Zone 1, 2, 21 & 22, Gas and Dust - this includes ATEX and IEC Ex Explosion Proof Exe & Ex d Lighting ranges : fluorescent, recessed, helideck, LED floodlight, bulkhead and well glass.
The document describes two individual addressable modules (IAMs) that receive power and communications over a single wire pair to provide supervised monitoring of normally open contacts at a location. Model 4090-9001 has a housing and visible LED, while model 4090-9051 is encapsulated without an LED. Both provide up to 500 feet of wiring distance and compatibility with Simplex fire alarm panels for use with IDNet or MAPNET II communications protocols.
This presentation by Westermo’s Technical Lead Engineer Dakota Diehl is an integral part of the Westermo webinar held on May 28th 2020, covering best practices for computer networking solutions for energy systems. During this presentation, protocols and certifications for the energy market are discussed as well as data communication solutions for different energy segments - from generation to supply.
Tune in the webinar session here: https://www.westermo.com/news-and-events/webinars/computer-networking-solutions-for-energy-systems
Applicable across a range of frequency bands including satellite, cellular, 2.4 GHz and 900 MHz, these antennas are rated for use in hazardous atmospheres and now carry a NEMA 4X rating too.
Smart din rail module product sheet 1.3 websitefifthplay
The smart DIN rail module provides a way to remotely measure and control the energy consumption of individual circuits. It can measure electricity usage in 15-minute intervals and power usage in real-time, and circuits can be controlled on or off remotely via the internet. The module installs easily on a DIN rail and communicates wirelessly via RF to a gateway. It has features like power and usage measurements, remote on/off control, local on/off button, and LED indicators.
This document provides an overview of an industrial EtherCAT slave I/O module with 16-channel digital input/output. It describes the product positioning and benefits, including EtherCAT compliance, industrial-grade components, easy installation, and LED indicators. The document outlines the product features such as the 9-48V DC power input, -40-75°C operating temperature range, 2 RJ45 ports, 16 I/O channels, and 3750Vrms isolation. Applications and a comparison with competing products are also presented.
This document provides specifications for SPDI heat-shrinkable terminations used for indoor termination of three core PILC/PICAS cables up to 12 kV. The terminations are suitable for voltages between 6.35/11 kV and 12 kV and cable cross sections ranging from 16-25 mm2 to 185-500 mm2. The terminations meet relevant CENELEC and IEC standards and provide water sealing and stress control through various heat-shrinkable components. Contact information is provided for ordering terminations for other cable sizes or types.
The document provides information on Synco devices that have KNX bus connections for communication. Key points include:
- The KNX bus allows Synco devices and third-party devices to communicate via logical addresses or group addresses.
- The basic KNX bus uses a cable with a single twisted wire pair. Area/line couplers and IP routers are used to extend network reach.
- A KNX network can be set up in a tree structure using area and line couplers to segment the network into communication islands.
The 4090-9001 is an individual addressable module that provides location-specific monitoring of fire alarm devices on a two-wire MAPNET II or IDNet circuit. It monitors normally open dry contacts from devices like smoke detectors and transmits alarm or trouble signals to the fire alarm control panel. It can monitor a single device or multiple devices at one location. The module mounts in a standard electrical box and its LED can be viewed through an optional trim plate.
The 4090-9001 is an individual addressable module that provides location-specific monitoring of fire alarm devices on a two-wire MAPNET II or IDNet circuit. It monitors normally open dry contacts from devices like smoke detectors and transmits alarm or trouble signals to the fire alarm control panel. It can monitor a single device or multiple devices at one location. The module mounts in a standard electrical box and its LED can be viewed through an optional trim plate.
Catalog busbar ls 05. busduct catalogue e series ver 6.5Dien Ha The
Khoa Học - Kỹ Thuật & Giải Trí: http://phongvan.org
Tài Liệu Khoa Học Kỹ Thuật: http://tailieukythuat.info
Thiết bị Điện Công Nghiệp - Điện Hạ Thế: http://dienhathe.org
IGS-10020MT is a fully-managed Gigabit fiber switch usually designed for the industrial network. It features 8 10/100/1000BASE-T copper ports, 2 100/1000/2500BASE-X SFP ports and redundant power system in an IP30 rugged but compact-sized case that can be installed in any difficult environment without space limitation. Within such favorable enclosure, it provides user-friendly yet advanced IPv6/IPv4 management interfaces, abundant L2/L4 switching functions and Layer 3 static routing capability.
Contact us
Tel: +91-7875432180 Email: sales@bbcpl.in
Website: https://bbcpl.in
Presentation on connector solutions for the Railroad industry with an emphasis on Industrial Ethernet technologies. Hardened RJ45 connectors, IP65 and IP67 solutions, M12 D-Coded and M12 X-Coded connectors, DIN rail mounted RJ45 and fiber optic terminal blocks.
This document provides information on surge protection products from Kingsmill Industries (UK) Ltd. It discusses the new BS EN 62305-4 standard for lightning and surge protection, which requires installing Type 1 arresters on main incoming panels for buildings with external lightning conductors or overhead lines. Type 2 arresters can be used for panels without lightning conductors fed by underground cables. Type 3 arresters protect sensitive electronic equipment. The document describes Kingsmill's surge protection devices for single and three phase 230V/415V applications, as well as combined Type 1+2+3 arresters. It provides specifications for the arresters.
This document provides guidelines for internal cabling within various types of buildings. It outlines standards for residential premises, multi-storied buildings, business premises, and compounds. For each type of building, it specifies the necessary telecommunications infrastructure components like main distribution boxes, telecom rooms, optical distribution frames, and specifies cable types and placement of telecom outlets. It also provides general cabling standards regarding separation of telecom cables from power cables, labeling of infrastructure, maximum cable spans, and avoidance of aerial cabling.
The document describes a three phase inverter with synergy technology from SolarEdge. It has the following key features:
- Easy two person installation with each unit mounted and connected separately for simple balancing of system installation.
- Independent operation of each unit enables higher uptime and easy serviceability.
- Fixed voltage inverter for superior efficiency of 98.3% and ability to use longer string lengths.
- Integrated module level monitoring and advanced safety features such as arc fault protection and optional rapid shutdown.
The document discusses ABB's MICRO inverter system for photovoltaic applications. It offers individual panel-level control and monitoring through ABB's proprietary MPPT algorithm. Installation is simplified through a wireless communication protocol between the MICRO inverters and ABB's Concentrator Data Device communication hub, which provides plant monitoring and troubleshooting capabilities. The system includes 250W and 300W MICRO inverters, an AC trunk cable for connections, and mounting and extension accessory kits.
The document describes two individual addressable modules (IAMs) that receive power and communications over a single wire pair to provide supervised monitoring of normally open contacts at a location. Model 4090-9001 has a housing and visible LED, while model 4090-9051 is encapsulated without an LED. Both provide up to 500 feet of wiring distance and compatibility with Simplex fire alarm panels for use with IDNet or MAPNET II communications protocols.
This presentation by Westermo’s Technical Lead Engineer Dakota Diehl is an integral part of the Westermo webinar held on May 28th 2020, covering best practices for computer networking solutions for energy systems. During this presentation, protocols and certifications for the energy market are discussed as well as data communication solutions for different energy segments - from generation to supply.
Tune in the webinar session here: https://www.westermo.com/news-and-events/webinars/computer-networking-solutions-for-energy-systems
Applicable across a range of frequency bands including satellite, cellular, 2.4 GHz and 900 MHz, these antennas are rated for use in hazardous atmospheres and now carry a NEMA 4X rating too.
Smart din rail module product sheet 1.3 websitefifthplay
The smart DIN rail module provides a way to remotely measure and control the energy consumption of individual circuits. It can measure electricity usage in 15-minute intervals and power usage in real-time, and circuits can be controlled on or off remotely via the internet. The module installs easily on a DIN rail and communicates wirelessly via RF to a gateway. It has features like power and usage measurements, remote on/off control, local on/off button, and LED indicators.
This document provides an overview of an industrial EtherCAT slave I/O module with 16-channel digital input/output. It describes the product positioning and benefits, including EtherCAT compliance, industrial-grade components, easy installation, and LED indicators. The document outlines the product features such as the 9-48V DC power input, -40-75°C operating temperature range, 2 RJ45 ports, 16 I/O channels, and 3750Vrms isolation. Applications and a comparison with competing products are also presented.
This document provides specifications for SPDI heat-shrinkable terminations used for indoor termination of three core PILC/PICAS cables up to 12 kV. The terminations are suitable for voltages between 6.35/11 kV and 12 kV and cable cross sections ranging from 16-25 mm2 to 185-500 mm2. The terminations meet relevant CENELEC and IEC standards and provide water sealing and stress control through various heat-shrinkable components. Contact information is provided for ordering terminations for other cable sizes or types.
The document provides information on Synco devices that have KNX bus connections for communication. Key points include:
- The KNX bus allows Synco devices and third-party devices to communicate via logical addresses or group addresses.
- The basic KNX bus uses a cable with a single twisted wire pair. Area/line couplers and IP routers are used to extend network reach.
- A KNX network can be set up in a tree structure using area and line couplers to segment the network into communication islands.
The 4090-9001 is an individual addressable module that provides location-specific monitoring of fire alarm devices on a two-wire MAPNET II or IDNet circuit. It monitors normally open dry contacts from devices like smoke detectors and transmits alarm or trouble signals to the fire alarm control panel. It can monitor a single device or multiple devices at one location. The module mounts in a standard electrical box and its LED can be viewed through an optional trim plate.
The 4090-9001 is an individual addressable module that provides location-specific monitoring of fire alarm devices on a two-wire MAPNET II or IDNet circuit. It monitors normally open dry contacts from devices like smoke detectors and transmits alarm or trouble signals to the fire alarm control panel. It can monitor a single device or multiple devices at one location. The module mounts in a standard electrical box and its LED can be viewed through an optional trim plate.
Catalog busbar ls 05. busduct catalogue e series ver 6.5Dien Ha The
Khoa Học - Kỹ Thuật & Giải Trí: http://phongvan.org
Tài Liệu Khoa Học Kỹ Thuật: http://tailieukythuat.info
Thiết bị Điện Công Nghiệp - Điện Hạ Thế: http://dienhathe.org
IGS-10020MT is a fully-managed Gigabit fiber switch usually designed for the industrial network. It features 8 10/100/1000BASE-T copper ports, 2 100/1000/2500BASE-X SFP ports and redundant power system in an IP30 rugged but compact-sized case that can be installed in any difficult environment without space limitation. Within such favorable enclosure, it provides user-friendly yet advanced IPv6/IPv4 management interfaces, abundant L2/L4 switching functions and Layer 3 static routing capability.
Contact us
Tel: +91-7875432180 Email: sales@bbcpl.in
Website: https://bbcpl.in
Presentation on connector solutions for the Railroad industry with an emphasis on Industrial Ethernet technologies. Hardened RJ45 connectors, IP65 and IP67 solutions, M12 D-Coded and M12 X-Coded connectors, DIN rail mounted RJ45 and fiber optic terminal blocks.
This document provides information on surge protection products from Kingsmill Industries (UK) Ltd. It discusses the new BS EN 62305-4 standard for lightning and surge protection, which requires installing Type 1 arresters on main incoming panels for buildings with external lightning conductors or overhead lines. Type 2 arresters can be used for panels without lightning conductors fed by underground cables. Type 3 arresters protect sensitive electronic equipment. The document describes Kingsmill's surge protection devices for single and three phase 230V/415V applications, as well as combined Type 1+2+3 arresters. It provides specifications for the arresters.
This document provides guidelines for internal cabling within various types of buildings. It outlines standards for residential premises, multi-storied buildings, business premises, and compounds. For each type of building, it specifies the necessary telecommunications infrastructure components like main distribution boxes, telecom rooms, optical distribution frames, and specifies cable types and placement of telecom outlets. It also provides general cabling standards regarding separation of telecom cables from power cables, labeling of infrastructure, maximum cable spans, and avoidance of aerial cabling.
The document describes a three phase inverter with synergy technology from SolarEdge. It has the following key features:
- Easy two person installation with each unit mounted and connected separately for simple balancing of system installation.
- Independent operation of each unit enables higher uptime and easy serviceability.
- Fixed voltage inverter for superior efficiency of 98.3% and ability to use longer string lengths.
- Integrated module level monitoring and advanced safety features such as arc fault protection and optional rapid shutdown.
The document discusses ABB's MICRO inverter system for photovoltaic applications. It offers individual panel-level control and monitoring through ABB's proprietary MPPT algorithm. Installation is simplified through a wireless communication protocol between the MICRO inverters and ABB's Concentrator Data Device communication hub, which provides plant monitoring and troubleshooting capabilities. The system includes 250W and 300W MICRO inverters, an AC trunk cable for connections, and mounting and extension accessory kits.
Similar to FISCO Principles from EASON 2017 shared. (20)
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.
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%.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
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.
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.
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.
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.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
2. Industrial
Networks
Foundation Fieldbus ‘H1’: 31,25kb/s
Fieldbus control
system (DCS)
Fieldbus power
conditioner
Field Wiring
Hub
Zone/Division 2
Zone/Division 1
FOUNDATION Fieldbus Devices
24Vdc
FOUNDATION
Fieldbus H1
network
Safe area
FIELD
CONTROL ROOM
I
t
IB = 10 mA
19 mA
1 mA
1 Bit
Bits: 1 0 1 1 0
3. Industrial
Networks
Today’s Fieldbus H1 installations
“Chicken foot”
(tree) topology
Redundant,
isolated power
conditioning
Typically 8-12
bus-powered
fieldbus devices
per segment
• Macro cycle time
constraint
Spur short-circuit
protection usually
specified. T
Power
supply/
conditioner
Host H1 card
+
-
Fieldbus device
Spur
Trunk (“home run”)
Control room
Field
Wiring hub
Segment
T
31.25kb/s communication
4. Industrial
Networks
Typical Wiring Hub
Connects spurs to trunk
cable
Typically up to 12 devices
supported
Short-circuit protected
Optional, built-in terminator
TRUNK
SPURS
5. Industrial
Networks
Fieldbus Junction Box
Enclosure to suit end-user
requirements
May house single or multiple
segments
Wide range of standard and
custom enclosures available
from MTL-Relcom
Ex protection where required,
in conjunction with wiring hub
approvals
• Ex i, Ex e, Ex n.
6. Industrial
Networks
Fieldbus in hazardous areas
Bulk power
Hazardous area
?
Hazardous Area
protection?
FOUNDATION Fieldbus Devices
FIELD
CONTROL ROOM
Field Wiring
Hub
What
approvals
for wiring
hub and
junction
box?
What
approvals
for Fieldbus
devices?
Special
protection
for fieldbus
power
supply?
Fieldbus control
system (DCS)
7. Industrial
Networks
Methods of protection: live work devices
High Energy
Trunk
Energy
Limited
Trunk
Features No limit on number
of devices
Redundant power
Limitations on live
working
Limit number of devices
Simplex power
Live work trunk and
spurs
No mixture of protection
methods
Zone 2/Division 2 Non-incendive spurs FNICO
Zone 1 Fieldbus barrier
Division 1 -
FISCO
8. Industrial
Networks
Methods of protection for Fieldbus in hazardous areas
Method of protection Zone 2 Zone 1
Ex d/Explosionproof field
devices and junction boxes
Ex d field devices and Ex e
junction boxes
FISCO – Intrinsically Safe
Fieldbus Barrier
FNICO
Ex nA
Non-Arcing
Ex n/Non-
incendive
Ex nL
Energy-Limited
9. Industrial
Networks
‘Entity’ Intrinsically Safe Fieldbus: 1995 - 2007
Bulk power
Hazardous area
FOUNDATION Fieldbus Devices
FIELD
CONTROL ROOM
Field Wiring
Hub
Max 4
Fieldbu
s
devices
!
Fieldbus control
system (DCS)
MTL5053 IS Fieldbus
power supply:
80mA output
10. Industrial
Networks
Introducing FISCO
Fieldbus Intrinsically Safe Concept
• Takes advantage of recent experimental work on spark ignition
• Provides more current to IS trunk than earlier ‘Entity’ model, and
hence more field instruments
• First simplification of explosion protection techniques for many years!
300
0 50 100 150 200 250
273mA
215mA
280mA
Power Supply
Supply with cable
Supply with cable
and Terminators
Ignition current in mA
(including Safety Factor)
Source: Dr. Ulrich Johannsmeyer, PTB
11. Industrial
Networks
More field devices with FISCO
MTL5053 (Entity), IIC/IIB Gas Groups
9121-IS FISCO, IIC Gas Groups
9122-IS FISCO, IIB Gas Groups
80mA available, typically 3
or 4 devices
120mA available,
typically 6 devices
265mA available,
typically 12 devices
Zone 1
Division 1
12. Industrial
Networks
FISCO installation
FISCO power supply
FIELD
CONTROL ROOM
Intrinsically Safe
Field wiring hub
Intrinsically safe FISCO Fieldbus devices
Zone 1
Division 1
24Vdc
24Vdc
Fieldbus control
system (DCS)
FISCO unit combines
fieldbus power supply,
conditioner and IS
barrier
Redundant 24V
bulk power input
13. Industrial
Networks
Why choose FISCO?
Internationally recognised technique
• Defined by IEC standard 60079-27: 2005
• Adopted into many national standards worldwide
• Supported in Fieldbus Foundation Application Notes (AG-163)
Fully intrinsically safe field network
• Live maintenance permitted on any part of the field wiring
• Follows conventional IS maintenance practice
Lowest cost solution in many applications
Simple hardware
• Field junction box contains wiring hub
• Architecture similar to safe area fieldbus installations
Simple safety documentation compared with earlier IS
Fieldbus techniques
14. Industrial
Networks
IEC 60079-27 Standard: FISCO and FNICO
Defines rules for selecting and
installing FISCO networks
Includes FNICO (Fieldbus Non-
Incendive Concept) for Zone 2
hazardous areas
Internationally recognised
15. Industrial
Networks
FISCO power supplies
IIB/IIC Gas Group options
• 9121-IS 12.4V @ 120mA
• 9122-IS 13.1V @ 265mA
Switch selectable terminator
for host, fixed IS terminator
Switch selectable power for
host H1 card
• Required by Emerson DeltaV
250V ac power/host/IS
fieldbus isolation
Fieldbus repeater for multi-
drop architecture.
16. Industrial
Networks
IEC 60079-27 states that field cables must conform
to the following specification:
• Loop resistance must be between 15 and 150ohms/km
• Loop inductance must be between 0.4 and 1mH/km
• Loop capacitance must be between 45 and 200nF/km
• Maximum length of each spur cable is 60m in IIC and IIB
• Maximum length of each segment is 1km in IIC or 5km in
IIB (restricted to 1,9km by IEC 61158-2)
The limits are not restrictive
• Typical Fieldbus cable has parameters of 50ohms/km,
0.8mH/km and 120nF/km
FISCO cable parameter requirements
17. Industrial
Networks
No cable parameter calculations!
FISCO networks do not require cable parameter calculations
• New fieldbus devices can be added without re-calculating
parameters
• Safety documentation is a list of devices
IS source of
power
Ui
Ii
Ci
Li
IS field device
Uo
Io
Co
Lo
S (Cable capacitance + Ci of the field device) must be Co, and
S (Cable inductance + Li of the field device) must be Lo
Ccable
Lcable
Conventional Intrinsic Safety circuits:
18. Industrial
Networks
Typical Segment Calculation
13.1V
1
2
3
4
5
6
10
9122-IS (IIB Gas Groups)
9.5V min 9.6V
For 10 fieldbus devices @
17mA/device
• Consider one device in short-circuit
• ∑i = (9 x 17) + 42 + 3 = 197mA
Assume 9.5V @ field devices
• 0.5V margin over FF limit
Voltage @ Megablock trunk
= 9.5 + 0.1 = 9.6V
Max. voltage drop in cable
= 13.1 – 9.6 = 3.5V
Rcable max = 3.5/0.197 = 17.76
Assume 0.8mm2 cable
• 44ohms/km loop
Max cable length
= (17.76 * 1000)/44 = 403m
F259 IS Megablock
Rcable max
20. Industrial
Networks
How many devices? How much cable?
The 9122-IS (IIB Gas Groups) can power a typical segment
comprising 10 fieldbus devices with a ‘Type A’ trunk cable length
of up to 400m.
The 9121-IS (IIC Gas Groups) power supply can typically support
six fieldbus devices with trunk lengths in excess of 500m.
Both examples assume an average field device current of 17mA
and the use of fieldbus cable with 0.8mm2 cross-sectional area.
By using higher cross-sections (such as 1.5mm2) with
corresponding lower resistance per metre, the trunk length can
be increased significantly.
21. Industrial
Networks
Repeater capability
Safe Area Hazardous Area
Th
Db
Db = IS certified device (bus-powered)
Th = IS certified terminator
T = terminator (uncertified)
Notes:
1. Maximum length of safe area segment
as shown is 1,900m
2. Maximum length of each hazardous
area segment is 1,900m unless restricted
by FISCO limitations
Db
Power supply
and IS interface
Th
Repeater
Host control
system
T
Th
Db
Db
Power supply
and IS interface
Th
Repeater
Hazardous area segment #1
Hazardous area segment #2
Th
Db
Db
Power supply
and IS interface
Th
Repeater
Hazardous area segment #3
T
Safe area segment
NET9000
FISCO/FNICO
Diagram from FF AG-163
Application Guide
22. Industrial
Networks
Multiple hazardous area trunks
Intrinsically safe FISCO Fieldbus devices
Zone 1
Division 1
24Vdc
24Vdc
Trunk #2 Trunk #3
Direct
parallel
connection
on safe
area side
23. Industrial
Networks
Connecting ‘Entity’ devices to FISCO
Zone 1
FISCO
devices
‘Entity’ certified device
Input safety parameters
24V, 250mA, 1.2W
9121-IS (IIC) or 9122-IS (IIB) FISCO
power supply
9323-SC
Entity spur connector
EEx ib IIC T4
II 2 (2) G
24. Industrial
Networks
Connecting Field devices in Zone 0
Zone 1
FISCO
devices
9121-IS (IIC gas groups) or
9122-IS (IIB gas groups)
9322-SC
EEx ia spur connector
II 2 (1) G EEx ib IIC T4
II (1) G EEx [ia] IIC
EEx ia certified
FISCO device
Zone 0
25. Industrial
Networks
Application: MOL Refinery, Hungary
Application: BEK5 Refinery
Hungarian Oil and Gas Company
Status: Operating
Size of installation: 170 fieldbus segments
1,116 fieldbus devices, multi-vendor
Physical layer
Implementation: FISCO (Fieldbus Intrinsic Safety Concept)
power supply, ‘multi-dropped’
Controller: Honeywell Experion-PKS C200
26. Industrial
Networks
MOL Refinery, Hungary - architecture
FISCO power
supply
Enclosure with
Intrinsically Safe
wiring hub
IS approved FISCO Fieldbus devices
Zone 1
Hazardous location
FIELD
CONTROL ROOM
Experion-PKS C200
controller and Series A
2-link FIMs
24Vdcc
Intrinsically
safe (IS)
trunk and
spurs
Un-powered Remote
Termination Panel
(RTP)
To ‘multi-dropped’
FISCO power supplies
27. Industrial
Networks
FISCO summary
Selected where IS maintenance practice is preferred
Maintenance personnel don’t need re-training on non-IS
techniques
Simple network design compared with earlier ‘Entity’ approach
No Cable Parameter calculations!
Multi-drop facility increases capability, especially in IIC Gases
Use full ‘logical’ capacity of Host Fieldbus card
IIB version of FISCO power supply capable of supporting 10
field devices
Intrinsic Safety without restrictions
28. Industrial
Networks
Useful Application Guides
MTL Application Note AN9026: FISCO
MTL Application Note AN9027: FNICO
MTL Application Note TAN 1010: Surge Protection
• All downloadable from www.mtl-fieldbus.com
Fieldbus Foundation IS
Application Guide: AG-163
FF design guide AG-181
• (Downloadable from
www.fieldbus.org)
29. Industrial
Networks
‘Entity’ IS vs. FISCO
Entity IS FISCO
Intrinsically safe trunk and
spurs?
‘Live-working ‘ permitted in any
part of field network?
Simple safety documentation?
Eliminate cable parameter
calculations?
Gas Group IIB option?
Max output current 80mA 265mA
Max spur length 120m 60m
30. Industrial
Networks
Introducing FNICO
Fieldbus Non-Incendive Concept
• For fieldbus in Zone 2 and Division 2 hazardous
areas
• Live-workable throughout without gas clearance,
just like Intrinsic Safety
• Based on FISCO, the Fieldbus Intrinsically Safe
Concept
• Easy to install, easy to document, easy to
maintain.
31. Industrial
Networks
Some Zone 2 definitions
Non-incendive (Ex nL) circuit
• ‘energy-limited’ to lower levels of voltage
and current
• like intrinsic safety, but with lower ‘factor of
safety’ (Can be thought of as ‘Ex ic’)
• live-workable
CENELEC standard EN50 020
Curves apply to electrical apparatus
with cadmium, zinc, magnesium
or aluminium
10V 20V 50V 100V 200V 500V
Open-circuit voltage
10mA
20mA
50mA
100mA
200mA
500mA
1A
2A
5A
Short-circuit
current
IIC
IIB
IIA
Non-arcing (Ex nA) circuit:
• may contain incendive levels of voltage
and current
• not live-workable
• cables must be mechanically protected
With FNICO, the complete field network is
Non-incendive (Ex nL)
32. Industrial
Networks
Typical FNICO installation
FNICO power supply
Ex n or Intrinsically
Safe Field wiring
hub
Non-incendive or Intrinsically safe Fieldbus devices
Division 2
Zone 2
24Vdc
24Vdc
FIELD
CONTROL ROOM
Live-workable
Non-incendive
trunk and spurs
Live-workable
Ex nL (Non-incendive)
trunk and spurs
Fieldbus control
system (DCS) Also has
repeater
function for
multiple
trunks
33. Industrial
Networks
How many field devices?
MTL5053 (Entity), IIC/IIB Gas Groups
FISCO, IIC Gas Groups
FISCO, IIB Gas Groups
80mA available, typically 3 or 4 devices
120mA available, typically 6 devices
265mA available,
typically 12 devices
FNICO, IIB Gas Groups
320mA available, typically 16
devices (180mA/9 devices in IIC)
Zone 2/Division 2
Assumes 20mA per
field device
Zone 1/Division 1
34. Industrial
Networks
Key benefits of FNICO
Wide choice of suitable field devices:
• IS ‘Entity’ certified
• FISCO certified
• Ex nL certified
• FNICO certified
Relaxed installation rules
• Don’t need to comply with IS segregation rules
• FNICO cables can share cable trunking with non-IS circuits
More available current than FISCO in IIC/Group A:
• FISCO: 120mA
• FNICO: 180mA
35. Industrial
Networks
FISCO/FNICO Development
1994 PTB report on Fieldbus systems
1999 Initial input to IEC SC 31G
2001/09 FF816 physical layer specification adds
FISCO profile
2002/11 IEC TS 60079-27 published (FISCO)
2003/03 SC 31G took over responsibility for Ex nL
apparatus
2003/09 IEC 60079-27 CDV Draft for comment
published (FISCO and FNICO)
2005/04 IEC 60079-27:2005 (FISCO and FNICO)
published