#Matlab project help in Canada matlab project help

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The Most Reliable MATLAB Project Help Service in Canada

MatLab which stands for Matrix Laboratory, is a multi-paradigm numerical computing environment and a programming language in its own right. Primarily MatLab was developed for numerical computing but additional tools such as MuPAD and Simulink added to MatLab have proven to be very essential in the fields of Science, Engineering and Technology. In essence, MatLab has become a very handy tool for Engineers as well as scientists and researchers in today’s world.

For students aspiring to venture into the fields of Engineering and Science research, this is a tool that you must be well equipped with but unfortunately you will find that most institutions still don’t have it in the curriculum and you have to learn it on your own. In as much as its a very straight forward language(That is if you are conversant with the basics of other programming languages such as C or C++) , it can be a challenge when you have a project at hand and you need to simulate using MatLab or you  just need to solve some matrices and vectors and you haven’t mastered the syntax.

Just like any other programming language, it always requires time and dedication to finally master the language but being a student with so much to do at once, focusing on a single subject can really be hectic. For  Engineering students, its even worse because they are mostly into solving mathematical problems on paper unlike computer science students who interact more with computers. Projects still need to get done and tools such as Matlab make them complete. If you have no idea where to start then we are here to get you the MatLab project help you require

In the Engineering field, MatLab is a very useful tool more so for Telecommunications Engineers who will need to simulate and understand the behavior of waves as they propagate through various media. As an engineering student, you certainly may need such work done for a MatLab project but don’t know where to get started.

For years, students in Canada have faced difficulties trying to get reliable matlab tutors who can help them overcome their matlab assignment troubles. At MatLab Assignment Experts, we understand the work load being an Engineering student comes with and that’s why we have brought together a conglomerate of highly experienced and dedicated MatLab experts in Canada just to get you the MatLab project help you need. Help with MatLab projects from our tutors always comes in form of:                      

·    Computation and mathematical modeling  

·    Synthesis and Development of Algorithms

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·    Creation of Graphical User Interfaces (GUIs) for implementation of user-end applications.

·    Application and GUI Development.

Our Matlab experts are well versed with all topics and concepts of Matlab. Some of the topics our Matlab project help service covers include:

1.      The Matlab environment

2.      Using numeric and character-based data

3.      Matlab Programming

4.      Data analysis and visualization using Matlab

5.      Data saving and loading in Matlab

We will always work overtime to see your project is a great success and no matter how time bad it is, we will work round the clock to see it through. Our Customer service is available 24/7 for live chat on any inquiries you may have regarding our services.

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We also understand the fact that assignments are time bound. We therefore have strict adherence to deadlines and we always ensure do deliver within the agreed timeline.

Getting Matlab project help in Canada has never been easier than this. We offer MatLab project help to undergraduate , graduate and PhD students and with our vast experience, you can be 100% sure that your project will be a success. Read more for related posts!

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How our Help with MATLAB Homework Can Minimize Your Workload?

Are you an engineering student? Feeling exhausted with loads of crazy assignments? Well, you are not alone. And the good news is, we; MATLAB Homework Help is here at your rescue. For years, we have offered help with MATLAB homework to understudies, from different walks of life.

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One of the mistakes students do while seeking help in their homework is inadequate research of the organization they intend to hire. Always ensure you hire an assistant who meets your expectations. Upon hiring an incompetent helper, you are at risk of losing your money, time, and the most unfortunate part being, getting shoddy results, which adversely affects your scores. You can avoid all this by ensuring that your MATLAB project help online assistant, has all it takes to give you remarkable results.

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Lessen your workload with our services, and enjoy the above-given benefits, and so much more. What are you waiting for? Talk to us at any time.

[prof-dr-md-mohiuddinuzzal]

INTRODUCTION @@  

For the past 10+ years, I am actively involved in University Level teaching of Undergraduate courses which starts from basic courses at freshman years to advance courses in senior years. I am lucky that I live my passion through teaching, research and motivating as well as mentoring students. As an experienced educator, I have had chance to work in classes with different diversity and environment and have gained in-depth knowledge of accommodating different styles of learners and incorporating effective methods to meet students unique needs. As a teacher I strive to engage, challenge, and inspire growth in my students. I have found that the best way to learn fundamental concepts is to ask question related to it and apply them to problems that are important and relevant. 

I have worked on many project during my long research experience at different organizations i.e. which includes Arizona state University, Intel Corporation, University of New Mexico, and American International University Bangladesh.

At Intel Corporation, I worked on high speed I/O design, simulation and performance analysis through Eye Margin evaluation. It is on next generation high speed link performance analysis which covers multi-disciplinary research topics and inter-communication among different functional units of Intel. Whereas at University of New Mexico, I worked on novel photonics techniques (i.e. photonic ring resonator, Grating Coupler, 1D photonic Crystal, power based Photonic sensing) for Integrated Photonics application as well as on novel A-ISFET based all electronic bio-sensing circuits and systems for DNA sequencing.

  A-ISFET CHIP  

My dissertation titled, “Avalanche ISFET Sensing Chip for DNA Sequencing” is involved with a multidisciplinary research initiative between Electrical and Computer Engineering and Bio-Engineering Department of UNM to propose and experimentally demonstrate a very novel and unique solution for very low cost next generation sequencing (NGS). The main objective of the research is to further fuel the “genomic revolution” by providing solution for the low cost DNA sequencing, which is a fundamental tool for biological science and aimed primarily at uncovering the genetic contributions to diseases. Conventional, Sanger Sequencing is relatively low-throughput and expensive; therefore, NGS technologies have replaced Sanger Sequencing for large, genome-scale, sequencing projects. NGS technologies provide low cost, rapid, and high-throughput DNA sequencing, and can be applied to sequence entire large genomes. In this dissertation, we propose and experimentally demonstrated a very lost cost, dense NGS technique,  propose a novel readout technique, develop an analytical model of the sensitivity through comprehensive noise analysis of the A-ISFET sensor and model the breakdown behavior of the A-ISFET at avalanche operational region. Our initial measurements confirm that the sensitivity of A-ISFET, which is due to the device multiplication gain, is about 6 times more than the sensitivity of an ISFET in normal operation. 

I am also very well versed with management and administrative work. I hold a professional MBA degree from top ranked and the oldest management school that is solely dedicated for training up best brain of Bangladesh; Institute of Business Administration (IBA), University of Dhaka. My focus there was financial management as well as project/HR management. During my MBA study, they train me well with soft skills and different direct/indirect form of communication and reporting tricks and tips as well as presentation. I am well versed with administrative work such as planning, budgeting, directing, delegating etc. I am competent, organized and well versed on different management and technical skills to carry over any complex project in very effective and efficient way.

  EDUCATION @@  

Ph.D. in Electrical and Computer Engineering, 2016

      University of New Mexico (UNM), Albuquerque, New Mexico, USA  

      Dissertation title: Novel avalanche ISFET sensing chip for DNA sequencing 

      Advisor: Dr. Payman Zarkesh-Ha, Associate Professor, UNM

Master’s of Business Administration (MBA) in Finance/ Management 

     Institute of Business Administration (IBA), University of Dhaka, Bangladesh, 2008

     Internship Report: Profitability analysis of BIMAN Bangladesh airlines

    Advisor: Professor Jawadur Rahim Zahid, IBA, DU

Master’s of Science in Engineering (Electrical Engineering) 

     Arizona State University (ASU), Arizona, USA, 2006

     Area of Concentration : Analog and Mixed Signal Circuit Design

    Advisor:  Professor Trevor J. Thornton, ASU  

Bachelor of Science in Electrical and Electronic Engineering [Honors/Distinction]  

    BUET, Dhaka, Bangladesh, March, 2002

   Thesis Title: EMC/EMI study of various equipments

    Advisor: Professor Pran Kanai Saha, BUET

InCompleted Degree: Master’s in EEE [Only defending of thesis was left !!!]

   BUET, Dhaka, Bangladesh

   Approved Thesis: Matlab modeling and performance analysis of Single mode optical fiber due to dispersion.

   Advisor: Professor Dr. Satya Prasad Majumder, EEE, BUET

Higher Secondary Certificate Examination

Notre Dame College, Dhaka, Bangladesh

Major: Science

WORK EXPERIENCE @@  

University of New Mexico (UNM), Albuquerque, New Mexico, USA      Research Assistant/ Teaching Assistant,  Sep. 2015-Current      Department of Electrical and Computer Engineering

Ahsanullah University of Science and Technology (AUST), Dhaka, Bangladesh      Assistant Professor,  June. 2015-Aug. 2015      Department of Electrical and Electronic Engineering

INTEL Corporation, Santa Clara, California, USA      Graduate Research Intern, May 2014-Dec. 2014      High Speed I/O design for Next generation micro-processors 

University of New Mexico (UNM), Albuquerque, New Mexico, USA     Research Assistant/ Teaching Assistant, Aug. 2013-May 2014     Department of Electrical and Computer Engineering

University of New Mexico (UNM), Albuquerque, New Mexico, USA   Research Assistant, Aug. 2012-May 2013   Center for High Technology Materials (CHTM)

American International University Bangladesh (AIUB), Dhaka, Bangladesh    Senior Lecturer/Faculty, Jan. 2007 – Aug.2012    Department of Electrical and Computer Engineering

Assistant Commissioner and Executive Magistrate ( 28th BCS)    Government of the People’s Republic of Bangladesh (Dec. 2010-Dec. 2013)

American International University Bangladesh (AIUB), Dhaka, Bangladesh    Senior Lecturer/Faculty, Jan. 2004 – Aug.2004

RESEARCH EXPERIENCE @@  

I have worked on many project during my long research experience at different organizations i.e. which includes Arizona state University, Intel Corporation, University of New Mexico, and American International University Bangladesh. At Intel Corporation, I worked on high speed I/O design, simulation and performance analysis through Eye Margin evaluation. It is on next generation high speed link performance analysis which covers multi-disciplinary research topics and inter-communication among different functional units of Intel. Whereas at University of New Mexico, I worked on novel photonics techniques (i.e. photonic ring resonator, Grating Coupler, 1D photonic Crystal, power based Photonic sensing) for Integrated Photonics application as well as on novel A-ISFET based all electronic bio-sensing circuits and systems for DNA sequencing. Below, I tried to give an overview of my research work and future outlook.

Past Research::

Current Research ::

Future Research Agenda::

Volunteer and Social Works @@  

I have been working as a University Teacher for 10+ years. My daily life is teaching, researching, mentoring, inspiring and motivating. So, I have in depth idea about the issues that young community feels. The challenges that they face.

I want to contribute more for the community and aiming to be more useful for young community. Anyone is very warmly welcome to contact with me.

I do feel that I had gone through so many things in life. I had experienced so many things in life that I can share my learning and setback to someone out there who need little help, a little uplifting, a little motivation, a little guidance.

Why ::::  I am trying to be more useful for the community and considering to provide support from my exposed area to the ones who need that.

How:::: Free : Career Counselling (BCS, private, Government) Free : Study Counselling (Engineering, BBA, MBA, General) Free : Admission Counselling ( BUET, IBA (DU), KUET, RUET, DUET, Dhaka University, Public University, Private University) [ P.S.:I even can guide you for Medical Admission - I was selected BUT did not pursue that at the END !!:) ] Free : Motivational COunselling (University students) Free : Study abroad (USA, Canada)- tips, tricks and strategy

Free : GRE, GMAT, TOEFL, SAT and IELTS examination preparation tips and strategy.

For Whom:::: You can schedule a 20 minutes 1:1 session with me if you are a students that passed HSC and yet still in University or just graduated.

My Interest in volunteer works :::

1. Skill based volunteering

2. Human Resource Development

3. Career Guidance and Mentoring

4. Social Entreprenurship

5. Politics and International affairs

6. Leading from the front

[socialmeadia]

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EXCLUSIVE! Suniel Shetty: If the businessmen aren’t take care of, they won’t be able to take care of people - Times of India

New Post has been published on https://apzweb.com/exclusive-suniel-shetty-if-the-businessmen-arent-take-care-of-they-wont-be-able-to-take-care-of-people-times-of-india/

EXCLUSIVE! Suniel Shetty: If the businessmen aren’t take care of, they won’t be able to take care of people - Times of India

As each day passes by, coronavirus cases are increasing in India with an increase in death reports as well. The nation in under lockdown however there is no decline in coronavirus cases. Past few days, we have seen an immense growth in COVID-19 cases. It has come to an extreme level which has led to an extension in lockdown till the end of the month.

With the cases increasing and no work taking place in the country except work from home for many organisations, the economy is at stake currently. A drastic slowdown has been observed in the economy which is alarming for the nation. Showing his concern on the same, Suniel Shetty exclusively spoke to ETimes and shared his opinions on the ongoing issue.

Suniel Shetty said, “The economy getting affected is the only sad part, the world is offering subsidies and solutions to the economical issues. I understand completely that it is our job to support the underprivileged, it’s our job to support the daily wages, we will do it and we will continue to do it but who will support a businessman? Brokers are bleeding everybody is bleeding ,whether it is stacks or banking, I think banking will have to be looked in the biggest way because loans, repayments, interests is something that needs to be looked into, some reforms have to come about. You’re talking about three trillion dollars being presented by the US, something needs to be done that’s something that I think will give a shot to not only people who want to help other people but also to the share market and everything in general. I think that’s the only sad part and that’s something that we’re missing. Even in our own industry, fifty percent of the films that are already on floor will bleed because of the interest, koi interest maaf nahi karta, delay picture ki iska matlab kam picturein release hongi, kam picturein release hongi matlab baaki k picture dabbe me rahenge, baaki k picture dabbe me rahenge yani huge loss, sirf bade bikenge chote bikenge nahi. So every industry needs a solution and I think that is what we are looking for from the honorable Finance Minister and these parties ruling the centre and the state. Because this will break the backbone of the entire economy thereby pushing recovery of the common man way behind. If the industrialists, businessmen, middle class businessmen, restaurateurs, theatre owners, movie makers all the businesses are not taken care of, they will not be able to take care of the people.

We also asked the actor about his film projects which has been put on hold following the lockdown in India. Responding to the same, Suniel said, “Absolutely, and that is why the projects which haven’t started, the projects that I am on or going to be leading you know 26th March was release of Priya’s film ‘Marakkar’ they spent all the money on the publicity and have to now go in again. It is a huge film. And there are huge films in different languages coming up now how many of them are going to come together? Where do the people have the money to go to movies after this? Sab kuch toh ration me khatam ho raha hai, sab kuch toh dawaaiyon mein jaa raha hai toh kya hoga? I think the economy part of it is also to be addressed and addressed very soon. You see Canada, UK, America – the relief has already been given to the businessmen and young entrepreneurs and they are all looking to help the community, here everybody is shit scared of what is going to happen? When am I going to get my money? When am I going to pay my EMIs? What am I going to do? And if that comes about it will not transfer to the people who actually need it. So that’s a big question mark and that’s the only downward that I feel soon the honorable Finance Minister should come up with reforms. Delaying income tax filing return is not going to help. How we are going to help the businesses that are shut? You asked us to shut completely and people have shut, industries are shut, shootings are shut, airing of television has stopped so there has to be something that has to be decided on behalf of the centre as well as the states. What are the reforms that you are offering? Nothing! A lot of people might be scared to talk about it but I think you need to talk about this because fear will only harm us and if we don’t talk about this the whole community is going to suffer and when the community suffers I am very sure people down the line will also suffer because people are only thinking about their problems. I understand everybody says, society k liye yeh karenge who karenge, lekin jab admi khud mara hota hai toh bohot mushkil hota hai and anyways businesses have been in slack in the last year or two. Corruption has been eradicated which is fantastic but reforms are very important.

While Suniel spoke about business suffering loss and films going kaput, we asked the actor about his upcoming projects and asked him about ‘Hera Pheri 3’ which he had confirmed to zoom channel recently. The actor said, “Right now we are all lost and know nothing that is going to happen. Apart from my film ‘Marakkar’ that is ready for release and ‘Fraudster’ which is an English and Telugu film that I am doing is close to completion, ‘Mumbai Saga’ is close completion but God knows when it will release, getting the right date with hundreds of films together with all big films not knowing whose dates have been shifted. So the new films are going to start, I was to start something in April, May, June, it was a huge team from the US that was going to come here for the action and stuff and now nobody knows. That film depends a lot on this action team. So no clue, don’t want to pressurize anybody we all are going through the same problem. We are one right now, so let’s stay calm, let’s not believe anything is going to wrong and everything is going to be right. As long as we are healthy and living and breathing, I think everything will fall into place because all the other problems are problems that carry all except this.”

While Suniel has expressed his concerns regarding the economy slowdown and its impact on businesses and entertainment industry, we are in hopes that the government will find a solution to these economical problems once the lockdown is over!

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Steps on How to Find the Best MATLAB Homework Expert

MATLAB has gained enormous popularity over the past years, with millions of individuals all over the world, showing a lot of interest in learning the programming language. However, there is a small percentage of experienced specialists all over the globe, who are ready to usher you through so you can learn and become a pro in this field.

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Programmable Robots Market 2019-2023: Historical Analysis, Opportunities and Strong Growth in Future

Market synopsis

Robotics has the potential to elevate efficiency, transform work practises, and enhances service offerings. Robots are influencing every industry vertical. But, building a robot is a tedious task which consumes a lot of time for drilling, soldering, programming and others. This tedious task of building robots is simplified with the use of programmable robot kit. The kit contains all the electronic and mechanical components to make functional robot capable of performing elementary movements. The languages used for programming are C/C++, Python, Java, C#/.NET and Matlab. Programmable robots are autonomous robots which can be controlled by using remote control or programmed with set of instructions. Programmable robots with AI capabilities do not require any external control to operate. It adapts to the environment, have thinking capabilities and perform tasks on its own.

Increasing adoption of programmable robots for educational purpose to enhance the learning and teaching process is fueling the growth of programmable robots market. Furthermore, availability of open source platform which offers customization features to program the robots and availability of robotic kits at low cost are driving the growth of programmable robot market. However lack of awareness is restraining the market growth.

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Programmable robots in education help students to engage highly in the four subjects areas namely science, technology, engineering and mathematics (STEM). It helps students to learn via project based learning, hands-on learning, collaborative learning, authentic learning, and constructive learning approaches which stimulates the learning process. Programmable robots also used for entertainment purpose for gaming and media. The home entertainment robots encourages human and robot interaction. Humanoid robots, robo cats or dogs are provided with sensors, and vision to communicate with people, play games and compete. These robots are also used in service idustries such as theme parks or museum as tour guides to provide tourits with the information and also adds as an entertainment value. The robots used for domestic purpose are majorly used for assistive tasks for elder people.

Key players

The prominent players in the market of programmable robots are iRobot Corporation (US), The LEGO Group (Denmark), RobotShop Inc. (Canada), Bossa Nova Robotics (US), Honda Motor Co., Ltd (Japan), Wowwee Group Ltd (Hong Kong), SuperDroid Robots Inc. (US), Fischertechnik GmbH (Germany), Evolution Robotics (US), and Sphero (US)

Other players include Toyota Motor Corporation (Japan), Yujin Robot Co., Ltd. (South Korea), SoftBank Robotics (Japan), Ozobot & Evollve, Inc. (US), Robobuilder Co., Ltd. (South Korea), Rouge Robotics (Canada), and VEX Robotics (US) among others

Segmentation

The global programmable robots market is segmented on the basis of component and applications.

By component, the market is segmented into hardware and software. Hardware is further sub-segmented into sensors, actuators, power source, PC interface, programmable platforms, and others.

By application, the market is segmented into education and entertainment. Education is further sub-segmented into schools & universities and research institutes where as entertainment is further sub-segmented into media and gaming.

Regional analysis

North America is expected to dominate the programmable robots market during the forecast period. The major factor influencing the growth of market in this region is well established economies such as the US, and Canada, are spending a large share on research and development of robotics technology. Also, increasing adoption of robotic kits in schools, universities, and research institutes for educational purpose is another reason driving the growth of programmable robot market. Asia-Pacific is expected to grow at a significant rate owing to rising awareness of robotics in education to elevate the learning process and emerging economies such as China, Japan and South Korea who manufacture electronic components at economical rates.

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Intended Audience

Associations, Organizations, Forums, And Alliances

Government Bodies and Departments

Technical Universities

Programmable Robot Vendors

Robotics Service Provider

Traders and Distributors

Professional Service Providers

Market Research and Consulting Firms

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Technology Standards Organizations

Programmable Robotics Solution Provider

Technology Investors

Technology Providers

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[ianasennus]

[Packt] Hands-On Data Science with Anaconda [Video]

Develop, deploy, and streamline your data science projects with the most popular end-to-end platform: Anaconda Video Description Anaconda is an open-source platform that brings together the best tools for data science professionals with more than 100 popular packages supporting the Python, Scala, and R languages. Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world with ease Throughout this course, you will learn how to use different packages, with Anaconda to get the best results. You will learn how to efficiently use Conda — the package, dependency, and environment manager for Anaconda. You will also be introduced to several powerful features of Anaconda. You will learn how to build scalable and functionally efficient packages, and how to perform heterogeneous data exploration, distributed computing, and more. You will learn to discover and share packages, notebooks, and environments to increase productivity. You will also learn about Anaconda Accelerate, a feature that can help you to achieve SLAs easily and optimize computational power The code bundle for this video course is available at - https://github.com/PacktPublishing/Hands-On-Data-Science-with-Anaconda-Video- Style and Approach This course is your step-by-step guide, full of use cases, examples, and illustrations to help you master Anaconda concepts. What You Will Learn Perform cleaning, sorting, classification, clustering, regression, and dataset modeling using Anaconda Use the Conda package manager and discover, install, and use functionally efficient and scalable packages Get comfortable with heterogeneous data exploration using multiple languages within a project Perform distributed computing and use Anaconda Accelerate to optimize computational power Discover and share packages, notebooks, and environments, and use shared project drives on Anaconda Cloud Tackle advanced data prediction problems Authors Dr. Yuxing Yan Dr. Yuxing Yan graduated from McGill University with a PhD in Finance. He has taught various finance courses at eight universities in Canada, Singapore, and the U.S. He has published 23 research and teaching-related papers and is the author of six books. Two of his recent publications are Python for Finance and Financial Modeling Using R. He is well-versed in R, Python, SAS, MATLAB, Octave, and C. In addition, he is an expert on financial data analytics. James Yan James Yan is an undergraduate student at the University of Toronto (UofT), currently double-majoring in computer science and statistics. He has hands-on knowledge of Python, R, Java, MATLAB, and SQL. During his study at UofT, he has taken many related courses, such as Methods of Data Analysis I and II, Methods of Applied Statistics, Introduction to Databases, Introduction to Artificial Intelligence, and Numerical Methods, including a capstone course on AI in clinical medicine. source https://ttorial.com/hands-data-science-anaconda-video

source https://ttorialcom.tumblr.com/post/177580641323

[ttorialcom]

[Packt] Hands-On Data Science with Anaconda [Video]

Develop, deploy, and streamline your data science projects with the most popular end-to-end platform: Anaconda Video Description Anaconda is an open-source platform that brings together the best tools for data science professionals with more than 100 popular packages supporting the Python, Scala, and R languages. Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world with ease Throughout this course, you will learn how to use different packages, with Anaconda to get the best results. You will learn how to efficiently use Conda — the package, dependency, and environment manager for Anaconda. You will also be introduced to several powerful features of Anaconda. You will learn how to build scalable and functionally efficient packages, and how to perform heterogeneous data exploration, distributed computing, and more. You will learn to discover and share packages, notebooks, and environments to increase productivity. You will also learn about Anaconda Accelerate, a feature that can help you to achieve SLAs easily and optimize computational power The code bundle for this video course is available at - https://github.com/PacktPublishing/Hands-On-Data-Science-with-Anaconda-Video- Style and Approach This course is your step-by-step guide, full of use cases, examples, and illustrations to help you master Anaconda concepts. What You Will Learn Perform cleaning, sorting, classification, clustering, regression, and dataset modeling using Anaconda Use the Conda package manager and discover, install, and use functionally efficient and scalable packages Get comfortable with heterogeneous data exploration using multiple languages within a project Perform distributed computing and use Anaconda Accelerate to optimize computational power Discover and share packages, notebooks, and environments, and use shared project drives on Anaconda Cloud Tackle advanced data prediction problems Authors Dr. Yuxing Yan Dr. Yuxing Yan graduated from McGill University with a PhD in Finance. He has taught various finance courses at eight universities in Canada, Singapore, and the U.S. He has published 23 research and teaching-related papers and is the author of six books. Two of his recent publications are Python for Finance and Financial Modeling Using R. He is well-versed in R, Python, SAS, MATLAB, Octave, and C. In addition, he is an expert on financial data analytics. James Yan James Yan is an undergraduate student at the University of Toronto (UofT), currently double-majoring in computer science and statistics. He has hands-on knowledge of Python, R, Java, MATLAB, and SQL. During his study at UofT, he has taken many related courses, such as Methods of Data Analysis I and II, Methods of Applied Statistics, Introduction to Databases, Introduction to Artificial Intelligence, and Numerical Methods, including a capstone course on AI in clinical medicine. source https://ttorial.com/hands-data-science-anaconda-video

[caseinpoints]

Why is lithium-ion advantageous for remote microgrids?

By: Jim McDowall, Saft business development manager

Jim McDowall, Saft business development manager

From remote islands to the frigid Arctic, residents of isolated communities across the globe rely on diesel-dependent microgrids to support their power needs. The high cost of diesel in these remote areas combined with potential challenges in fuel delivery logistics are driving operators to consider renewable energy integration. Combining diesel gensets with lithium-ion (Li-ion) energy storage systems (ESS), provides the capability for high levels of renewable penetration. The combination significantly reduces the hefty costs of diesel generation including transportation, handling and maintenance, along with reductions in greenhouse gas emissions.

Li-ion paving the way for renewable integration in remote regions Li-ion batteries offer numerous benefits to operators, particularly providing high energy density in a compact and lightweight package enabling simple installation, as well as maintaining stability despite renewables’ variability. Requiring little maintenance, Li-ion can provide more than ten years of highly efficient operation at a competitive price. Saft’s Intensium Max® is an example of a megawatt scale Li-ion containerized energy storage system with a low total cost of ownership in complex applications, simple integration despite challenges presented by isolated locations and remote supervision capabilities.

Coupling solar PV and Li-ion for valuable power PV can provide up to 25% of power generally produced by the diesel genset with no issues and up to 50% when special controls are used. At higher levels of PV penetration, energy storage is needed to maintain stability, and when PV power exceeds 100%, diesel-off is enabled, resulting in significant fuel savings. Shutting down the diesels requires that the ESS be grid-forming, generating the voltage and frequency to which the PV inverters can synchronize.

Utilizing an ESS with PV also eliminates inefficient genset operation. Operating and maintenance costs are greatly reduced when a genset operates at maximum efficiency and no longer has to deal with constant ramping to accommodate varying demand. The optimum combination of ESS and PV ratings can generate fuel savings of 50 to 75%, depending on the location. Higher levels of fuel savings are possible by increasing the ESS energy rating to allow shifting of PV energy to other times of the day, but the additional capital expenditure involved typically results in a lower return on investment.

Benefits of modeling a Li-ion battery before installation Every site will have different challenges associated with integrating renewables and energy storage. The variables include the environmental conditions, cost of fuel delivery, nature of the load, load profile and renewable generation profile. With the multitude of factors contributing to a successful application that maximizes fuel savings, detailed modeling of the dispatch model is necessary. For example, Saft’s Matlab-Simulink models allow operators to understand the electrical and thermal aspects of the Li-ion battery system and its interaction with the PV and gensets. Such modeling accurately simulates the behavior of the microgrid, providing an in-depth look at the battery’s power and aging with dynamic charge and discharge operation.

Saft batteries in a microgrid at Colville Lake, a remote off-grid community north of the Arctic Circle in Canada’s Northwest Territories.

Powering the Arctic Circle Colville Lake is a remote off-grid community north of the Arctic Circle in Canada’s Northwest Territories. The community’s access to electricity and heat depended primarily on diesel – expensive and challenging to transport on ice roads. The power utility company sought out to achieve less expensive, more reliable and environmentally-friendly power via renewable integration – the community is now powered by solar panels coupled with new diesel generators and a Li-ion battery ESS.

This unique project required a customized cold temperature package ESS that would maintain the battery temperature and thus its charge and discharge rates. The package developed by Saft contains a hydronic heating coil and layers of high-tech insulation to endure harsh temperatures as cold as -50˚C. Saft provided an Intensium Max 20M ESS and leveraged advanced modeling help determine the ideal size of the ESS and solar array. The hybrid system is saving more than 80,000 liters of fuel annually.

Optimizing power in the rainforest Down south below the equator, Cobija Bolivia is in the midst of the rainforest and houses the world’s largest hybrid PV-diesel microgrid with an ESS that contains a Saft Intensium Max battery. This remote location presented exceptional challenges, particularly to transport all the equipment to the site – it required shipping containers to be sent across rivers and driven by truck over the Andes to reach the town. Reducing the community’s reliance on diesel gensets, PV panels and the ESS have expanded the reach of the microgrid and helped the operator eliminate usage of two gensets, which saves two million liters of fuel annually.

Wind turbines and energy storage work together North of the Arctic Circle, Kotzebue is a remote Alaskan community that installed Li-ion energy storage into its microgrid. This distinctive hybrid project integrates wind turbines, diesel gensets and a Li-ion ESS. Built with Saft’s Intensium Max technology and cold weather package, the hybrid solution enables the Kotzebue Electric Association to boost its use of wind power while decreasing reliance on diesel generators. In 2015 alone, the endeavor saved 250,000 gallons of fuel, equating to $900,000.

Li-ion technologies prove to be a valuable asset to hybrid microgrids in remote locations, delivering the energy and power required to successfully integrate renewable energy and relieve significant reliance on diesel gensets. From the Arctic Circle to south of the Equator, remote communities are now capable of delivering significant fuel and maintenance savings, along with positively reducing greenhouse gas emissions.

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