Abstract This Paper Proposes is to design a magnetic actuator to deal with the modeling and optimization of Solenoid actuator (Magnetic Actuator). The design is very important step for the study proportional solenoid valve. The magnetic actuator includes design optimization, micro analysis and calculations and experimental characterization one of the magnetic actuator. All these magnetic actuators work in sub- micron level movement used in micro system and valve applications. Proportional solenoid valve designed in find out the magnetic force (N), magnetic field intensity (A/m), magnetic flux density (Tesla or wb/m2). To enhance the magnetic force and reduction of size by magnetic field in air gap of solenoid valve. Permanent magnetic bias magnetic actuator study for bidirectional application using different permanent magnet material and optimization of size of armature. Key Words: Electromagnet, Solenoid actuator, Modeling, Design Rules,
Horizontal wind turbines VS Vertical wind turbines - advantages and disadvant...InstaBuzzz
In this beautiful presentation you will be presented with main advantages and disadvantages of Vertical wind turbines and Horizontal wind turbines. This is great for comparison of 2 designs of wind turbines. There is also a short review of biggest wind turbine in the world Vestas V164 8MW.
In this presentation you will learn the defination of flywheel,working principles,Turning moment diagram,Fluctuation of energy,Energy stored in flyweel,Application and much more about the flywheel.Also lern the general concept of sloving the problems.
Wind turbines form complex nonlinear mechanical systems exposed to uncontrolled wind
profiles. This makes turbine controller design a challenging task. As such, control of wind energy
conversion systems (WECS) is difficult due to the lack of systematic methods to identify requisite
robust and sufficiently stable conditions, to guarantee performance. The problem becomes more
complex when plant parameters become uncertain. This paper considers the wind energy curtailment
for which it provides a combinatorial planning model to maximize wind power utilization. The major
objective of this study is to develop an effective method for optimizing size of wind. A novel multiobjective
adaptation of the fuzzy based Harmony Search algorithm is proposed and tested for
efficiently solving the problem of optimally deploying wind turbines in wind farms. In this paper,
Harmony Search Algorithm (HSA) using fuzzy controller to achieve better optimization results and to
increase performance. A general formulation of this algorithm is presented together with an analytical
and mathematical modeling to solve the stability and performance of the system.
Class-13 These slides majorly focus on wind turbine components and wind turbine characteristics. Later based on this basic idea, we will discuss about the various control strategies for wind generators.
Abstract This Paper Proposes is to design a magnetic actuator to deal with the modeling and optimization of Solenoid actuator (Magnetic Actuator). The design is very important step for the study proportional solenoid valve. The magnetic actuator includes design optimization, micro analysis and calculations and experimental characterization one of the magnetic actuator. All these magnetic actuators work in sub- micron level movement used in micro system and valve applications. Proportional solenoid valve designed in find out the magnetic force (N), magnetic field intensity (A/m), magnetic flux density (Tesla or wb/m2). To enhance the magnetic force and reduction of size by magnetic field in air gap of solenoid valve. Permanent magnetic bias magnetic actuator study for bidirectional application using different permanent magnet material and optimization of size of armature. Key Words: Electromagnet, Solenoid actuator, Modeling, Design Rules,
Horizontal wind turbines VS Vertical wind turbines - advantages and disadvant...InstaBuzzz
In this beautiful presentation you will be presented with main advantages and disadvantages of Vertical wind turbines and Horizontal wind turbines. This is great for comparison of 2 designs of wind turbines. There is also a short review of biggest wind turbine in the world Vestas V164 8MW.
In this presentation you will learn the defination of flywheel,working principles,Turning moment diagram,Fluctuation of energy,Energy stored in flyweel,Application and much more about the flywheel.Also lern the general concept of sloving the problems.
Wind turbines form complex nonlinear mechanical systems exposed to uncontrolled wind
profiles. This makes turbine controller design a challenging task. As such, control of wind energy
conversion systems (WECS) is difficult due to the lack of systematic methods to identify requisite
robust and sufficiently stable conditions, to guarantee performance. The problem becomes more
complex when plant parameters become uncertain. This paper considers the wind energy curtailment
for which it provides a combinatorial planning model to maximize wind power utilization. The major
objective of this study is to develop an effective method for optimizing size of wind. A novel multiobjective
adaptation of the fuzzy based Harmony Search algorithm is proposed and tested for
efficiently solving the problem of optimally deploying wind turbines in wind farms. In this paper,
Harmony Search Algorithm (HSA) using fuzzy controller to achieve better optimization results and to
increase performance. A general formulation of this algorithm is presented together with an analytical
and mathematical modeling to solve the stability and performance of the system.
Class-13 These slides majorly focus on wind turbine components and wind turbine characteristics. Later based on this basic idea, we will discuss about the various control strategies for wind generators.
Wind power or wind energy is the use of wind to provide the mechanical power through wind turbines to turn electric generators and traditionally to do other work, like milling or pumping. Wind power is a sustainable and renewable energy, and has a much smaller impact on the environment compared to burning fossil fuels.
Las energias renovables han dado una recolucion en los ultimos tiempos, pero que hay de la energia eolica? Que es lo que hace que sea una alternativa para generar energía sin perjudicar el medio ambiente? Pros y contras, veras en este documento
this ppt is for wind energy harvesting where I have described the production of wind energy , different types of wind turbines, power interface, and grid topologies as well.
it will definitely help u people,.
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.
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.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
The Internet of Things (IoT) is a revolutionary concept that connects everyday objects and devices to the internet, enabling them to communicate, collect, and exchange data. Imagine a world where your refrigerator notifies you when you’re running low on groceries, or streetlights adjust their brightness based on traffic patterns – that’s the power of IoT. In essence, IoT transforms ordinary objects into smart, interconnected devices, creating a network of endless possibilities.
Here is a blog on the role of electrical and electronics engineers in IOT. Let's dig in!!!!
For more such content visit: https://nttftrg.com/
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
2. Wind energy - General considerations - Wind Power plant
design – Lift and drag - Basics of Wind energy conversion -
Horizontal axis wind turbine - Vertical axis wind turbine -
Determination of torque coefficient - Induction type generators -
Cost analysis and economics.
3. Introduction:
Wind energy describes the process by which wind is used to generate
electricity. Wind turbines convert the kinetic energy in the wind into
mechanical power, a generator convert mechanical power into electricity.
(Electrical energy obtained from harnessing the wind with windmills or wind
turbines).
Wind turbines convert the energy in wind to electricity by rotating propeller-like
blades around a rotor. The rotor turns the drive shaft, which turns an electric
generator.
Three key factors affect the amount of energy a turbine can harness from the
wind: wind speed, air density, and swept area
4.
5. Advantages of Wind Energy
1. Clean Source of Energy
2. Renewable Source of Energy
3. Cost Friendly
4. Space-efficient
5. Reduced Dependency on Fossil Fuels
6. Source of Employment (6L Jobs by 2050)
7. Domestic Ability
1. Fluctuation of Wind
2. Threat to Birds(1.4L – 3.24L Death of birds/Yr)
3. Noise Pollution(50-60 decibals)
4. Take Away of Fertile Lands
5. Installation Cost
6. Safety
Disadvantages of Wind Energy
6. Wind turbine
Wind turbines operate by transforming the kinetic energy in wind into mechanical power
which is used to generate electricity by spinning a generator. These turbines can be on land,
or can be offshore wind turbines.
7. Parts & functions of wind Turbine
•The tower is the physical structure that holds the wind turbine. It supports the rotor,
nacelle, blades, and other wind turbine equipment. Typical commercial wind towers
are usually 50–120 m long and they are constructed from concrete or reinforced
steel.
•Blades are physical structures, which are aerodynamically optimized to help
capture the maximum power from the wind in normal operation with a wind speed in
the range of about 3–15 m/s. Each blade is usually 20 m or more in length,
depending on the power level.
•The nacelle is the enclosure of the wind turbine generator, gearbox, and internal
equipment. It protects the turbine’s internal components from the surrounding
environment.
•The rotor is the rotating part of the wind turbine. It transfers the energy in the wind
to the shaft. The rotor hub holds the wind turbine blades while connected to the
gearbox via the low-speed shaft.
8. •Pitch is the mechanism of adjusting the angle of attack of the rotor blades. Blades are
turned in their longitudinal axis to change the angle of attack according to the wind
directions.
•The shaft is divided into two types: low and high speed. The low-speed shaft
transfers mechanical energy from the rotor to the gearbox, while the high-speed shaft
transfers mechanical energy from gearbox to generator.
•Yaw is the horizontal moving part of the turbine. It turns clockwise or anticlockwise to
face the wind. The yaw has two main parts: the yaw motor and the yaw drive. The yaw
drive keeps the rotor facing the wind when the wind direction varies. The yaw motor is
used to move the yaw.
•The brake is a mechanical part connected to the high-speed shaft in order to reduce
the rotational speed or stop the wind turbine over speeding or during emergency
conditions.
9. •Gearbox is a mechanical component that is used to increase or decrease the
rotational speed. In wind turbines, the gearbox is used to control the rotational speed
of the generator.
•The generator is the component that converts the mechanical energy from the rotor
to electrical energy. The most common electrical generators used in wind turbines are
induction generators (IGs), doubly fed induction generators (DFIGs), and permanent
magnet synchronous generators (PMSGs).
•The controller is the brain of the wind turbine. It monitors constantly the condition of
the wind turbine and controls the pitch and yaw systems to extract optimum power
from the wind.
•Anemometer is a type of sensor that is used to measure the wind speed. The wind
speed information may be necessary for maximum power tracking and protection in
emergency cases.
•The wind vane is a type of sensor that is used to measure the wind direction. The
wind direction information is important for the yaw control system to operate.