This document contains details of timber truss designs and specifications for a construction project. It includes 14 different truss designs labeled T1 through T14 with details like number of plies, weight per ply, and connecting hardware. It also provides information like project name, drawings number, date, designer name, spacing and load specifications. The trusses are made of 35x122 T26 timber and connect to ceiling ties, wall plates, and rafters. This summary covers the key aspects and essential information contained in the document.
The document describes specifications for three types of VRLA batteries: VRLAAGM, VRLAGEL, and VRLAOPzV(TUBULAR). For each type, it lists the voltage, capacity, dimensions, terminal type, weight, battery life, operating environment temperature range, and cycle life at a specified depth of discharge and temperature. It also provides information on Nagoya First Power, including that their batteries are nonspillable, sealed, maintenance-free, high quality, reliable, and have long service life, solid copper terminals, tank-formed plates, and certifications.
This document is a parts list for a polishing machine model LK 302 VE produced by CS Unitec. It contains 53 numbered parts with item numbers, descriptions, and any relevant replacement or reference information. The parts list provides the key components of the polishing machine and their identifying information for maintenance or ordering replacements.
Bảng giá đầu cos, kìm bấm cos Nichifu - Beeteco.comBeeteco
Bảng giá các loại đầu cos: đầu cos trần, đầu cos bọc nhựa, đầu cos ghim, cos PIN, kìm bấm cos Nichifu
www.beeteco.com @ Công ty TNHH TM KT ASTER
Số 7 Đại Lộ Độc Lập, KCN Sóng Thần 1, P. Dĩ An, Tx. Dĩ An, Bình Dương
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Farady Electric is an ISO9001 certified company that has been manufacturing distribution and power transformers for 10 years. They produce single phase pad-mounted distribution transformers that provide a reliable and affordable solution for reducing operating costs. These transformers are commonly used in rural, remote, and scattered areas to provide power for lighting, agriculture, and industry. Farady Electric's transformers meet various international standards and have features such as being liquid-filled, dead front, and having separable bushings and connectors. They also have protection such as dual-sensing fuses and pressure relief devices.
An alarm was triggered for engine 2 bleed fault on aircraft 3621. The message reports a fault with the wiring or pressure sensor for engine 2 on aircraft 3621. Maintenance reports indicate the fault is with the aircraft maintenance computer.
Case cx130 crawler excavator parts catalogue manualfjjkskekfsxswamem
This parts catalogue document provides an index of parts for a Case CX130 Crawler Excavator manufactured between 1/03-present for the European market. It lists over 50 main component groups for the excavator with each group having its own reference number and linking to individual part listings and diagrams in other sections of the manual. The summary lists the engine mounting, air filtration system, exhaust system, radiator, and cab air conditioning engine as sample component groups with links to more detailed part specifications.
The document describes the process flow of a beneficiation plant. It involves various steps like scrubbing, comminution using crushers and mills, gravity separation using jigs, magnetic separation using WHIMS, classification using hydrocyclones and dewatering using thickeners and filters. Modifications to the plant included adding more WHIMS to reduce iron in tailings and increase recovery. Charts show monthly quality reports and mass balance of the plant. Equipment details like capacities and specifications of crushers, mills, separators are also provided.
This document contains details of timber truss designs and specifications for a construction project. It includes 14 different truss designs labeled T1 through T14 with details like number of plies, weight per ply, and connecting hardware. It also provides information like project name, drawings number, date, designer name, spacing and load specifications. The trusses are made of 35x122 T26 timber and connect to ceiling ties, wall plates, and rafters. This summary covers the key aspects and essential information contained in the document.
The document describes specifications for three types of VRLA batteries: VRLAAGM, VRLAGEL, and VRLAOPzV(TUBULAR). For each type, it lists the voltage, capacity, dimensions, terminal type, weight, battery life, operating environment temperature range, and cycle life at a specified depth of discharge and temperature. It also provides information on Nagoya First Power, including that their batteries are nonspillable, sealed, maintenance-free, high quality, reliable, and have long service life, solid copper terminals, tank-formed plates, and certifications.
This document is a parts list for a polishing machine model LK 302 VE produced by CS Unitec. It contains 53 numbered parts with item numbers, descriptions, and any relevant replacement or reference information. The parts list provides the key components of the polishing machine and their identifying information for maintenance or ordering replacements.
Bảng giá đầu cos, kìm bấm cos Nichifu - Beeteco.comBeeteco
Bảng giá các loại đầu cos: đầu cos trần, đầu cos bọc nhựa, đầu cos ghim, cos PIN, kìm bấm cos Nichifu
www.beeteco.com @ Công ty TNHH TM KT ASTER
Số 7 Đại Lộ Độc Lập, KCN Sóng Thần 1, P. Dĩ An, Tx. Dĩ An, Bình Dương
www.facebook.com/beeteco
Farady Electric is an ISO9001 certified company that has been manufacturing distribution and power transformers for 10 years. They produce single phase pad-mounted distribution transformers that provide a reliable and affordable solution for reducing operating costs. These transformers are commonly used in rural, remote, and scattered areas to provide power for lighting, agriculture, and industry. Farady Electric's transformers meet various international standards and have features such as being liquid-filled, dead front, and having separable bushings and connectors. They also have protection such as dual-sensing fuses and pressure relief devices.
An alarm was triggered for engine 2 bleed fault on aircraft 3621. The message reports a fault with the wiring or pressure sensor for engine 2 on aircraft 3621. Maintenance reports indicate the fault is with the aircraft maintenance computer.
Case cx130 crawler excavator parts catalogue manualfjjkskekfsxswamem
This parts catalogue document provides an index of parts for a Case CX130 Crawler Excavator manufactured between 1/03-present for the European market. It lists over 50 main component groups for the excavator with each group having its own reference number and linking to individual part listings and diagrams in other sections of the manual. The summary lists the engine mounting, air filtration system, exhaust system, radiator, and cab air conditioning engine as sample component groups with links to more detailed part specifications.
The document describes the process flow of a beneficiation plant. It involves various steps like scrubbing, comminution using crushers and mills, gravity separation using jigs, magnetic separation using WHIMS, classification using hydrocyclones and dewatering using thickeners and filters. Modifications to the plant included adding more WHIMS to reduce iron in tailings and increase recovery. Charts show monthly quality reports and mass balance of the plant. Equipment details like capacities and specifications of crushers, mills, separators are also provided.
This document provides information on the VIPEL K022 series of vinyl ester resins from AOC, including typical properties, applications, benefits, and testing results. The K022 series are brominated bisphenol-A epoxy vinyl ester resins dissolved in styrene. They offer high mechanical properties and resistance to heat and chemicals. Various versions are available to achieve different fire retardancy classifications. The resins can be used in hand layup, filament winding, and other composites manufacturing processes.
The document provides information about WEG contactors and starters. It includes:
- An overview of the CWM line of contactors for controlling 3-phase motors up to 75HP at 460V, available in 11 sizes from 5-75HP.
- Tables listing technical specifications for each CWM contactor size, including rated current, horsepower ratings, auxiliary contact configurations, and coil voltage options.
- Descriptions and part numbers for common accessories like auxiliary contact blocks, overload relays, and spare parts.
This document provides a diagnostic test report of a 22kV/0.4kV transformer. It includes the results of various tests performed on the transformer such as insulation resistance, magnetic balance, vector group, impedance, winding resistance, and SFRA tests. The document finds that the transformer is in critical condition based on dissolved gas, moisture content, and partial discharge analysis. It recommends taking the transformer out of service, performing oil filtration and retrofitting with new protections before putting it back in service.
Flameproof Pressure Switches are designed as per IS2148 for Gas Gr. IIC Flameproof - CE Certification and approved by a leading European Lab – “BASEEFA” for ATEX & ICEEX certificates
Various Ranges : from 0 to 150 mm Wc upto 0 to 400 Bar
Differential (Dead Band) : Fixed (Within 10% of set value) Or, Adjustable
Sensing Element : Diaphragm (PTFE, Neoprene or, SS 316) or Piston
Enclosure : Flameproof to group IIC
Радиально-поршневые гидромоторы Hägglunds CA Bosch RexrothArve
This document provides a summary of a product manual for Compact hydraulic motors made by Hägglunds Drives. It includes:
1) An overview of Hägglunds as a leading manufacturer of heavy duty hydraulic drive systems and their worldwide service network.
2) Details on the features of the new Compact motor such as its high power capacity, adaptable mounting, high power-to-weight ratio, and ability to withstand shock loads.
3) A description of the functional components and operation of the radial piston motor including the cylinder block, pistons, cam rollers, and valve plate.
4) Information on sizing the motor such as formulas for calculating output
Polymer Processing Cost Saving Workshop - 04 Total solutions for the plastics...Invest Northern Ireland
This document discusses a new line of efficient cooling products called ECOSMART. ECOSMART machines use several technologies to improve efficiency, including oversized heat exchangers for lower temperature differentials, inverter-driven screw compressors and fans for variable speed operation, and internal pumps managed by inverters. These features allow for efficiency gains especially at partial load, with screw compressors achieving their best COP between 25-75% thermal load. The document presents the ECOSMART line as the state of the art in cooling technology for efficiency, reliability, and temperature control.
Insertion turbine flow meters measure flow of liquid, gas, and
steam by detecting the frequency of rotation of the turbine blades. The frequency of turbine rotation is directly proportional to the flow velocity. Insertion turbine flow meters measure flow by detecting the local velocity within the pipe. The fluid velocity is combined with other parameters to calculate the average pipe velocity and volumetric flow rate.
OzLinc Industries Hose and Clamps Catalogueozlincau
This document provides specifications for various types of hoses including:
- Petrol and oil suction/delivery hoses for fuel and oil transport.
- Marine exhaust hoses for conveying exhaust fumes on vessels.
- Rubber water hoses for suction, delivery, and irrigation applications.
- Radiator hoses for transporting hot water and antifreeze in cooling systems.
- Multipurpose hoses for delivery of fuels, oils, air and other pressurized liquids.
This document provides information on HTR's VHIA series of wire wound resistors. Key details include:
- The resistors have a flame retardant silicone coating and operate from 0.5W to 25W with tolerances as close as 1%.
- Dimensions, resistance ranges, weights, and packaging configurations are provided for each model.
- Electrical characteristics include voltage and power ratings, temperature coefficients, and pulse capability performance.
- Graphs illustrate temperature rise vs power and maximum pulse power vs pulse duration for various models.
This document provides specifications for Vishay's standard thick film chip resistors. It includes details on features, electrical specifications, dimensions, packaging, and functional performance for various resistor models in different package sizes. The resistors offer stability at high temperatures, compatibility with lead-free soldering processes, and are AEC-Q200 qualified. Electrical specifications include resistance range, tolerance, temperature coefficient, and power ratings. Functional performance charts provide information on maximum pulse loads and voltages.
KHRI-Webinar (22-04-2020)-Introduction to Performance Grade Bitumen -Er. T K ...SandipPaul46
This document discusses various aspects of pavement engineering including:
1. It discusses different types of bitumen specifications including penetration grade, viscosity grade, and performance grade which specify binders based on penetration, viscosity, and rheological properties respectively.
2. It explains the concepts of elasticity and viscoelasticity in bitumen and how they impact pavement performance at high and low temperatures.
3. It describes various bitumen tests used in performance grade specifications including rotational viscosity, bending beam rheometer, dynamic shear rheometer, and pressure aging vessel.
4. It compares the rutting resistance of different binder types based on results from an immersion wheel tracker test.
At the technology round table strategic presentations on Commercial Refrigeration will be presented by leading industry representatives, followed by a panel discussion.
Electrolube, Selector de productos electrolube. Antala Industria.Antala Industria
This document provides information on various products for thermal management, conformal coatings, cleaning solutions, lubricants, and resins. For each product line, it lists specific products and provides data on their key properties such as thermal conductivity, viscosity, temperature range, dielectric strength, etc. This allows users to select the appropriate product for their specific application and requirements.
This document provides a price list for various electrical equipment and components effective January 1st, 2016. It lists items such as control switches, contactors, overload relays, starters, circuit breakers, fuses, fuse holders, and spare parts along with their catalog numbers, prices per unit, and standard packaging information.
Air/water chiller for indoor installation. Suitable for air-conditioning and the production of hot water for medium-sized services in residential and commercial buildings.
Cooling capacity: 51.1 ÷ 306.6 kW
R410A refrigerant
Cooling only
Scroll compressor
Plug fan
Plate exchanger
Heat recovery (Option)
Pump kit (Option)
Water tank (Option)
Lownoise version (Option)
Network operation (Option)
Compatible with ModBus protocol (Option)
Internet connection (Option)
For two pipes plants
The Brooks® Ar-MiteTM is a reliable, low flow metal tube flowmeter with 316L stainless steel wetted parts. The magnetically coupled indicator provides a highly reliable method of indication. This model is a practical and economical approach to low flow rate indication for high pressure and difficult to handle fluids. Optional accessories include 4-20 mA output, Needle Valve, Flow Controllers and Alarms.
The document discusses Kurt Hydraulic Clamping Systems, including swing clamp cylinders, swing clamps, link clamps, valves, pumps, and other related products. It provides specifications for the 030 and 040 Series swing clamps, including clamp force ratings, stroke lengths, port sizes, and dimensions. It notes that swing clamp arms must be ordered separately and provides jam nut specifications for the 040 Series threaded body clamps.
This document summarizes a student group project on hydrocracking of heavy gas oil. It includes:
- An introduction to hydrocracking and its applications.
- Diagrams of single-stage and double-stage hydrocracking process schemes with recycling.
- Material and energy balances for a hydrocracking process.
- Design calculations and specifications for process equipment like heat exchangers, furnaces, pumps, and separators.
The document describes Penberthy Multiview magnetic liquid level gauges. It provides details on various models including standard, vapor bypass, top-mount, and mini gauges. It discusses follower and flag-type indicators and gives specifications on materials, pressures, temperatures, and dimensions for the different gauge types.
This document provides information about Caltra's cement products and castable refractories. It includes:
1. An introduction and overview of Caltra's product development, quality control processes, and product offerings.
2. Details on Caltra's main cement product, CAC-70F, including its chemical composition and physical properties compared to other cements. Test data shows CAC-70F performs well.
3. Information on castable formulations using different cements, water-cement ratios, and additives, along with corresponding test results for properties like strength and permeability. CAC-70F-containing castables demonstrate good high-temperature resistance.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
This document provides information on the VIPEL K022 series of vinyl ester resins from AOC, including typical properties, applications, benefits, and testing results. The K022 series are brominated bisphenol-A epoxy vinyl ester resins dissolved in styrene. They offer high mechanical properties and resistance to heat and chemicals. Various versions are available to achieve different fire retardancy classifications. The resins can be used in hand layup, filament winding, and other composites manufacturing processes.
The document provides information about WEG contactors and starters. It includes:
- An overview of the CWM line of contactors for controlling 3-phase motors up to 75HP at 460V, available in 11 sizes from 5-75HP.
- Tables listing technical specifications for each CWM contactor size, including rated current, horsepower ratings, auxiliary contact configurations, and coil voltage options.
- Descriptions and part numbers for common accessories like auxiliary contact blocks, overload relays, and spare parts.
This document provides a diagnostic test report of a 22kV/0.4kV transformer. It includes the results of various tests performed on the transformer such as insulation resistance, magnetic balance, vector group, impedance, winding resistance, and SFRA tests. The document finds that the transformer is in critical condition based on dissolved gas, moisture content, and partial discharge analysis. It recommends taking the transformer out of service, performing oil filtration and retrofitting with new protections before putting it back in service.
Flameproof Pressure Switches are designed as per IS2148 for Gas Gr. IIC Flameproof - CE Certification and approved by a leading European Lab – “BASEEFA” for ATEX & ICEEX certificates
Various Ranges : from 0 to 150 mm Wc upto 0 to 400 Bar
Differential (Dead Band) : Fixed (Within 10% of set value) Or, Adjustable
Sensing Element : Diaphragm (PTFE, Neoprene or, SS 316) or Piston
Enclosure : Flameproof to group IIC
Радиально-поршневые гидромоторы Hägglunds CA Bosch RexrothArve
This document provides a summary of a product manual for Compact hydraulic motors made by Hägglunds Drives. It includes:
1) An overview of Hägglunds as a leading manufacturer of heavy duty hydraulic drive systems and their worldwide service network.
2) Details on the features of the new Compact motor such as its high power capacity, adaptable mounting, high power-to-weight ratio, and ability to withstand shock loads.
3) A description of the functional components and operation of the radial piston motor including the cylinder block, pistons, cam rollers, and valve plate.
4) Information on sizing the motor such as formulas for calculating output
Polymer Processing Cost Saving Workshop - 04 Total solutions for the plastics...Invest Northern Ireland
This document discusses a new line of efficient cooling products called ECOSMART. ECOSMART machines use several technologies to improve efficiency, including oversized heat exchangers for lower temperature differentials, inverter-driven screw compressors and fans for variable speed operation, and internal pumps managed by inverters. These features allow for efficiency gains especially at partial load, with screw compressors achieving their best COP between 25-75% thermal load. The document presents the ECOSMART line as the state of the art in cooling technology for efficiency, reliability, and temperature control.
Insertion turbine flow meters measure flow of liquid, gas, and
steam by detecting the frequency of rotation of the turbine blades. The frequency of turbine rotation is directly proportional to the flow velocity. Insertion turbine flow meters measure flow by detecting the local velocity within the pipe. The fluid velocity is combined with other parameters to calculate the average pipe velocity and volumetric flow rate.
OzLinc Industries Hose and Clamps Catalogueozlincau
This document provides specifications for various types of hoses including:
- Petrol and oil suction/delivery hoses for fuel and oil transport.
- Marine exhaust hoses for conveying exhaust fumes on vessels.
- Rubber water hoses for suction, delivery, and irrigation applications.
- Radiator hoses for transporting hot water and antifreeze in cooling systems.
- Multipurpose hoses for delivery of fuels, oils, air and other pressurized liquids.
This document provides information on HTR's VHIA series of wire wound resistors. Key details include:
- The resistors have a flame retardant silicone coating and operate from 0.5W to 25W with tolerances as close as 1%.
- Dimensions, resistance ranges, weights, and packaging configurations are provided for each model.
- Electrical characteristics include voltage and power ratings, temperature coefficients, and pulse capability performance.
- Graphs illustrate temperature rise vs power and maximum pulse power vs pulse duration for various models.
This document provides specifications for Vishay's standard thick film chip resistors. It includes details on features, electrical specifications, dimensions, packaging, and functional performance for various resistor models in different package sizes. The resistors offer stability at high temperatures, compatibility with lead-free soldering processes, and are AEC-Q200 qualified. Electrical specifications include resistance range, tolerance, temperature coefficient, and power ratings. Functional performance charts provide information on maximum pulse loads and voltages.
KHRI-Webinar (22-04-2020)-Introduction to Performance Grade Bitumen -Er. T K ...SandipPaul46
This document discusses various aspects of pavement engineering including:
1. It discusses different types of bitumen specifications including penetration grade, viscosity grade, and performance grade which specify binders based on penetration, viscosity, and rheological properties respectively.
2. It explains the concepts of elasticity and viscoelasticity in bitumen and how they impact pavement performance at high and low temperatures.
3. It describes various bitumen tests used in performance grade specifications including rotational viscosity, bending beam rheometer, dynamic shear rheometer, and pressure aging vessel.
4. It compares the rutting resistance of different binder types based on results from an immersion wheel tracker test.
At the technology round table strategic presentations on Commercial Refrigeration will be presented by leading industry representatives, followed by a panel discussion.
Electrolube, Selector de productos electrolube. Antala Industria.Antala Industria
This document provides information on various products for thermal management, conformal coatings, cleaning solutions, lubricants, and resins. For each product line, it lists specific products and provides data on their key properties such as thermal conductivity, viscosity, temperature range, dielectric strength, etc. This allows users to select the appropriate product for their specific application and requirements.
This document provides a price list for various electrical equipment and components effective January 1st, 2016. It lists items such as control switches, contactors, overload relays, starters, circuit breakers, fuses, fuse holders, and spare parts along with their catalog numbers, prices per unit, and standard packaging information.
Air/water chiller for indoor installation. Suitable for air-conditioning and the production of hot water for medium-sized services in residential and commercial buildings.
Cooling capacity: 51.1 ÷ 306.6 kW
R410A refrigerant
Cooling only
Scroll compressor
Plug fan
Plate exchanger
Heat recovery (Option)
Pump kit (Option)
Water tank (Option)
Lownoise version (Option)
Network operation (Option)
Compatible with ModBus protocol (Option)
Internet connection (Option)
For two pipes plants
The Brooks® Ar-MiteTM is a reliable, low flow metal tube flowmeter with 316L stainless steel wetted parts. The magnetically coupled indicator provides a highly reliable method of indication. This model is a practical and economical approach to low flow rate indication for high pressure and difficult to handle fluids. Optional accessories include 4-20 mA output, Needle Valve, Flow Controllers and Alarms.
The document discusses Kurt Hydraulic Clamping Systems, including swing clamp cylinders, swing clamps, link clamps, valves, pumps, and other related products. It provides specifications for the 030 and 040 Series swing clamps, including clamp force ratings, stroke lengths, port sizes, and dimensions. It notes that swing clamp arms must be ordered separately and provides jam nut specifications for the 040 Series threaded body clamps.
This document summarizes a student group project on hydrocracking of heavy gas oil. It includes:
- An introduction to hydrocracking and its applications.
- Diagrams of single-stage and double-stage hydrocracking process schemes with recycling.
- Material and energy balances for a hydrocracking process.
- Design calculations and specifications for process equipment like heat exchangers, furnaces, pumps, and separators.
The document describes Penberthy Multiview magnetic liquid level gauges. It provides details on various models including standard, vapor bypass, top-mount, and mini gauges. It discusses follower and flag-type indicators and gives specifications on materials, pressures, temperatures, and dimensions for the different gauge types.
This document provides information about Caltra's cement products and castable refractories. It includes:
1. An introduction and overview of Caltra's product development, quality control processes, and product offerings.
2. Details on Caltra's main cement product, CAC-70F, including its chemical composition and physical properties compared to other cements. Test data shows CAC-70F performs well.
3. Information on castable formulations using different cements, water-cement ratios, and additives, along with corresponding test results for properties like strength and permeability. CAC-70F-containing castables demonstrate good high-temperature resistance.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
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.
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%.
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.
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.
8. Marine Gas Oil – ISO 8217: 2005 Class DMA
5
4
2
1
6
80
0
0 10 20 30 40 50 60 70
Temperature - °C
Viscosity-cSt
6,0 cSt at 40°C
5,0 cSt at 40°C
4,0 cSt at 40°C
3,0 cSt at 40°C
2,0 cSt at 40°C
1,5 cSt at 40°C
3
9.
10. Some Lessons Learned
• Fuel switching can increase LOP risk
• LOPs most probable during inbound transit
• LOPs observed on ALL vessel types
• Duration/complexity of the transit matters
• Routing/navigation safety implications
• Preventing LOPs more cost effective than responding
• Risks CAN be mitigated through effective
– Maintenance
– Procedures
– Training
– Testing & Practice
• REMEMBER CASUALTY REPORTING REQUIREMENTS
11.
12. Saving on MGO fuel costs
The benefits of fast fuel changeover
24. T
VISCOTROL
PC
HFOMGO
Soft Switch System
steam
COOLER
T
- 7 8 9
. 4 5 6
0 1 2 3
.E 1012
ontrols b.v.
Mar-in
P
TEMPERATURE
P
VISCOSITY
P
COOLER
MAINS
MAINS
SYSTEM
ALARM
COOLER
ON
VISCO
CONTROL
TEMP
CONTROL
HFO
MGO
VISCO
PUMP
PPT_Soft20141010
25. T
CHILLER
VISCOTROL
COOLER
PC
HFOMGO
steamdPI
T
Soft Switch System
ontrols b.v.
Mar-in
- 7 8 9
. 4 5 6
0 1 2 3
.E 1012
ontrols b.v.
Mar-in
P
TEMPERATURE
P
VISCOSITY
P
COOLER
MAINS
MAINS
SYSTEM
ALARM
COOLER
ON
VISCO
CONTROL
TEMP
CONTROL
HFO
MGO
VISCO
PUMP
VESSEL ON 100%
LOW-SULPHUR MGO
PPT_Soft20141010
27. Soft Switch advantages
• Easy change between fuels – UMS compliant
• Fuel temperature gradient to meet specs
• Viscosity guarded against low lubrication
• Loss of power prevention
• Automatic registration fuel use: prevents fines
• Optimal economic use of MGO vs. HFO
• Low cost, small footprint, easy to install