fabiochiu/medium-articles huggingface dataset:
The Top Five Machine Learning Methods to Forecast Demand for New Products
By: Eric Luellen
Tags: AI, Manufacturing, Product Management, Machine Learning, Data Science

The Top Five Machine Learning Methods to Forecast Demand for New Products

Photo by Priscilla Du Preez on Unsplash

Forecasting future fashion demands is valuable and complicated. It’s valuable because of the opportunity cost to a retailer being prepared, or not, to sell the next high-demand item. Moreover, if they mis-predict demand, they must pay for the merchandise and probably pay in some form to liquidate unsold items.

It’s complicated because of multidimensionality (e.g., colors, cuts, materials, patterns, prints, age ranges, size ranges, styles, and cultural, geographic, and socioeconomic differences) (Paton, 2018). Traditionally, demand for items is most often attempted to be forecast using time series statistics from historical sales of the same item; however, this approach fails to predict higher-order shifts in demand to predict coming trends or popular items (Singh, 2019).

Finally, there is a tremendous value in being able to minimize latency — time delays — between identifying demand for new products (e.g., a fashion trend) and having it available for sale. For example, a mid-2019 comparative study of seven popular machine-learning predictive algorithms across a data set of 26,762 fashion items from Myntra, an Indian e-commerce retailer, found that XGBoost (XGB) consistently performed the best, or near best, to predict demand for new fashion trends. It compared random forests (RF), gradient-boosted regression trees (GBRT), light-gradient machine (LGBM), CatBoost (CB), XGBoost (XGB), attribute-embedding + multi-layer perceptron

(MLP), and attribute-embedding + long short-term memory (LSTM).

The criteria by which each was measured vis-à-vis lost function can be seen in the following table (Singh, 2019).

Figure 1: Table of comparative algorithms to predict demand with criteria/loss function (Singh, 2019)

The measured merchandising factors used in the study were: discount, visibility, and promotion. The derived merchandising factors used in the study were age of the style, seasonality and trend, and cannibalization. Here, discounting was measured as the deviation from a brand’s average discount and the average discount on the retail platform overall. Visibility was measured by views of the page on which the apparel item was listed, relative to the average views for the brand and overall platform views. The promotion was measured by the days until or after a planned promotion. The derived features were calculated thusly. For age of a style, it was derived by calculating the number of days the item had been available for sale. For seasonality and trend, it was calculated by the number of weeks between a start date and the current date. For seasonality, the first three terms of a Fourier transformation of week of the year were used as the features. For cannibalization, a calculation was made relating to the number of similarly styled items available in one brand in a given week versus other brands, and similar styles of the same price range (Singh, 2019).
Integrated Systems Market Is Expected To Reach USD 24.02 Billion by 2020
By: Gaurav Shah
Tags: Manufacturing, Telecom, Healthcare, Installation, Retail

The global integrated systems market is expected to reach USD 24.02 billion by 2020, according to a new study by Grand View Research, Inc. Accelerated business demands and intricate nature of IT challenges is anticipated to drive the global integrated systems market demand over the forecast period. The IT industry is highly dynamic in nature and characterized by technological advancements and innovation. Every few years the industry experiences tectonic shifts that re-shape IT. Shift in trend from mainframes to client/server to internet computing has altered the way end-users build, purchase, consume, and deliver technology.

In recent times, the integrated systems market has witnessed significant shift, which may be attributed to emergence of mobility, big data, social networking and cloud computing. Smartphone proliferation has also impacted the IT industry, with the advent of the BYOD phenomenon, and provides several market growth opportunities. However, factors such as high deployment cost may pose a challenge to market growth. Besides perceived complexity with regards to installation of converged infrastructure solutions, they are viewed as an expensive but necessary spending.

Click the link below:

http://www.grandviewresearch.com/industry-analysis/integrated-systems-market

Further key findings from the study suggest:
Data as a Connected Vehicle for Manufacturing
Tags: Automation, Big Data, Data Analytics, Manufacturing

Big Data has become a big game-changer in most industries over the last few years. IBM states that 53% of manufacturers apply Big Data and Data Analytics to create a competitive advantage for their organizations.

In manufacturing, however, the biggest value of Big Data is that it can not only forecast problems using data but also actually solve them.

The Question always lies in understanding where to actually start, when it comes to taking benefits from Data that either exists or what’s needed?

Manufacturing has changed, especially in the COVID World, the push has now come more than ever to understand “What Data is Telling You”? In the time of the pandemic, Big Data has become even more critical. Experts from Gartner claim that the global financial impact of the pandemic on the economy will vary between $2T and $4.5T. No wonder that cost-reduction is manufacturers’ top priority these days.

There has always been a feeling among big, mid or small enterprises that Data is something which is available and we know it well.

In my experience of working with various customers, although the peripheral problem statements that is presented may look different, but deeper inside, I see that most data problems within enterprises are more or less similar.

The question lies where to really start? Some initial questions that always helps to uncover some potential outlines, would be:

What Data is Available?

Is the Data Standardized?

How are the Data being collected?

What kind of Data are being Collected?

Reasons for not exploring other avenues of Data? Or Reasons for Sticking to a fixed pattern?

Is there a Fixed Pattern?

How does all of the data fit into the overall Manufacturing Scheme of things?

Read more here: http://blog.iotfynow.com/data-as-a-connected-vehicle-for-manufacturing/
FEI Celebrates 35 Years as Wire Harness Manufacturer
By: Falconer Electronics
Tags: Entrepreneur, Manufacturing, Made In Usa, Entrepreneurship, Manufacturers

Falconer Electronics Inc. (FEI) is proud to be celebrating 35 years in business after humble beginnings. In 1985, Falconer Electronics (FEI) a New York manufacturer was born in a garage. Defying the odds and mortality rates of small businesses, FEI is proud to have overcome. FEI has several employees with over 25 years of service as well as the majority of the staff have been with them between 10–20 years. FEI has survived in large part because they value their team and their clients.

Manufacturing in United States for September 2020 was down six percent year over year according to Trading Economic.

As many as 96% of businesses fail in the first ten years after they are founded.

The Wire harness market is anticipated to grow by 5% in 2020–2024 per this Businesswire article.

November 16, 2020 Falconer, NY USA

Wire Harness Excellence at FEI

Falconer Electronics (FEI) was founded in 1985 out of a garage and celebrating 35 years of business. Despite a drop off of 6 percent in United States manufacturing for September 2020, FEI is doing well as a major ground strap, commercial power strip and wire harness manufacturer.

Most businesses never reach their 10th birthday. For example, as few as 4 out of 100 businesses statistically stay open for at least 10 years. The key to success for FEI as wire harness manufacturers has been their dedication to first class customer service. In particular, starting with the estimate. Especially since prospects can receive a custom estimate in seconds using their quote tool. Businesses that take care of their customers needs from quote to delivery are most likely to make it no matter the industry, including those like FEI in the globally competitive wire harness manufacturer business.

Wire Harness Manufacturers provide services to complete the wire harness assembly process to their clients. A wire harness is an assembly of wires, cables as well as connectors that transmit electric power or signals.

The future for wire harness manufacturing looks bright thanks to telecommunications as well as the automobile industry. Economists also forecast wire harness manufacturers over the next 4 years will realize an overall global market growth rate of 5%.

Lastly, learn more about Wire Harness Manufacturers by reading the wire manufacturer RESOURCE GUIDE.
The cranks are finally turning
By: The Wheels Of Chance
Tags: Cycling, Engineering, Manufacturing, Bicycles, Luxury

To join our community visit our website.

I am sure that you, just like we, have found long periods of time over recent months to feel like an endless replay of Groundhog Day. We saw our various deadlines come and go, our launch events cancelled, and our partners seriously affected by the pandemic. Throughout, we have tried to remain positive and practice equanimity. On the bright side, we have had time to further refine our upcoming products and to go the extra mile so we can have everything just where we want it.

We are therefore delighted to announce the launch of our new Grand Tour Cranksets. Over 15 months in the making, we hope you will find them worth waiting for — not least since Chater-Lea last released a new crankset in the early 1960s.

In an industry now dominated by copycat products, the new cranksets were inspired by the original Chater-Lea designs and stand apart from mass produced offerings. We utilise the finest contemporary materials, production processes, and finishes, with an eye for detail true to the brand’s heritage.

The new cranksets include a sub-compact double with 46t/30t chainrings and two sizes of 1x (singles) in 40t and 36t. Both utilise a square taper JIS bottom bracket and can be used in conjunction with modern as well as traditional drivetrains. The singles are designed to be part of a 1x configuration and will work with 9/10/11 speed chains, suitable for road, gravel and cross use. We are big fans of 1x configuration, but if there is demand we would also consider adding a traditional single-ring configuration in the future.

Like the Grand Tour Pedal, this product is all entirely made in the UK. Every component including crank arms, chainrings, pins, and fixings are proudly made in Britain using the finest materials, including 7050 and 7075 grade aluminium, and 316 stainless steel.

Double Crankset

46t / 30t Sub-Compact Double

Grand Tour Double Chain Ring

1x (Single) Crankset

1x (Single) Crankset in 40t and 36t

1x (Single) Crankset

Beginning today you can register your interest in our cranksets on the Chater-Lea website. They will be available for order in the next couple of weeks and shipping shortly thereafter.

We hope that you and yours are staying safe and getting out for a ride at least on occasion to enjoy the summer months.

To join our community visit our website.
6 Things Manufacturers Can Do Right Now to Boost SEO
By: Sarah B.
Tags: Manufacturing, SEO, Manufacturing Marketing, Marketing, Manufacturing Seo

If you are trying to better help your manufacturing SEO, here are a few things you should do to boost your efforts:

Check your site speed using Google’s PageSpeed Insights and jot down things that need to be improved, and send them to your developer. Use Moz’s link explorer tool to examine competitor backlinks and keep a list of places you would like to reach out to. Make sure you have your website linked from all social media profiles, including YouTube, LinkedIn, and others. Do a site search (site:yousite.com) and see how many pages you have indexed, see if you have things such as PDFs and images being indexed for no reason. Configure your Google Search Console and identify what 404 errors are on your site. Compile a list of pages that create the errors, and research how to implement 301 redirects based on the platform your site is built on. You may need the help of your developer. Do a quick content evaluation by using tools such as Screaming Frog to get details on the pages on your site, such as their word count, internal link, metadata information, and more.

Learn more about SEO and marketing for manufacturers on our site.
How to Make Custom Operation-Specific Post Options in Fusion 360
By: Pete Oxenham
Tags: Manufacturing, Cam, Fusion 360, Cad, Cnc

Fusion recently introduced the ability to create and set custom post processor options in a new tab on an additional tab in an operation’s settings. As far as I can tell there is pretty much no documentation on this feature, and no mention of it in the Post Processor Training Guide. I did some digging and reached out to a few people at Autodesk and on Instagram, so I thought I’d share here.

Notice the extra tab

In my case, I am using this feature to set the AICC mode on my machine, which is really simple to implement so perfect for demonstration purposes. With that said, let’s dive in.

Step 1: Create operationProperties

This part is actually surprisingly easy. For my AICC mode selection, I basically just need three options. I added the above block of code right before the user-defined properties.

Step 2: Add code to OnSection (or wherever you need it)

In my case, I needed to write G5.1 Q0 or G5.1 Q1 before an operation, so in my OnSection I added the code above. I just hopped over to my writeG187 function (carry-over from the Haas post I modified), then wrapped it in an if statement. It will either write the G5.1 Q0/1 code, or fall back to the original writeG187 function which decides AICC mode based on stock to leave.

I’d assume you could also do the same thing in the function itself, but for me this seemed like a quicker and easier way to do it since I’m not having to tear apart code that I know already works.

To access the operationProperties values, you’ll use currentSection.properites.[your property name] . For multiple select stuff, you can just use parseInt() and then do whatever if/then statements you want.

Step 3: Create a Machine with an Associated Post

In order to enable the post settings, you need to create a machine in your machine library, then associate a post processor with it. When you create your setup, select the machine. Now Fusion will look at the post to see if there are any additional options, and if there are, it will activate that last tab.

Hope this info is helpful! Special thanks to Tim and George at Autodesk for giving me this info originally. I’m really not a post expert so if there’s any info I can add to this blog post for more people to see, please reach out to me and let me know.
Automation and Robotics: Manufacturing Tomorrow
By: Christopher Henry
Tags: Manufacturing, Technews, Robotics, Automation, Technology

The process of training robots through virtual reality is referred to as imitation learning. Robots can easily mimic the human, guided by machine learning algorithms.

FREMONT, CA: Industrial robotics is a gigantic industry and is radically changing since its introduction. Industrial robots perform diverse motions and can be controlled to do different functions, such as transportation, assembly, searching, inspection, and targeting. The industrial robots mainly consist of six fundamental elements including, dynamic system, end-of-arm tool, actuators, sensors, controllers, and feedback devices.

Robotics has been employed in a wide range of sectors with a high social and economic impact in terms of productivity, working conditions, and employment. Since the past few years, different industrial sectors have been witnessing the implementation of robots in their processes, including automation, electrical, chemical, and food and beverages, among others. Besides the application of robotics in the manufacturing sector, there is an increasing propagation of it in service and field sectors such as health, agriculture, mining, logistics, and forestry, among others.

The contemporary industrial robotics market, coupled with AI and Big Data, is becoming more regular. It is anticipated that such robots will not only enhance productivity but also supply superior smart help to humans in the coming years. The governments of some economies are significantly investing in the development of industrial robots, coupled with AI. The integration of AI in industrial robotics will also decrease the intervention of humans, which is beneficial for governments with a weak labor force.

Challenges still exist where humans and robots work collaboratively, which requires constant communication and due regard for safety and stability. The development of strong policies for recognition, navigation, and human interaction will prevail at a modest rate rather than in bounds and leaps. One of the significant possibilities may be the rise towards the progress of personal robots that will perform human chores in the future. Nevertheless, heavy duty drills in industries and mines, hazardous environments and mineral explorations would be automated by the use of robotics. With the boost in skills, conventional industrial robots are likely to be substituted by more intelligent machines.
Accessibility of the most extensive territory of carbon metal
Tags: Manufacturing

Producer of excited metal loop. Wire items run from zero.005 in. to 0.625 in. distance across and take from zero.0020 in. to 0.065 in. thick by 0.024 in. to 24 in. tremendous. Accessibility of the most extensive territory and most profound supply of carbon metal to decrease your lead-time. We’re a main maker and provider of Spring Metal Strips. Ventures served grasp control time, development, embellishing engineering, car, marine, military, aviation and overwhelming mechanical assembling. There’s ERW , additionally alluded to as (Electrical Resistance Welded), DSAW (Double Submerged Arc Welded), Seamless pipe (“Straight Seam) and Spiral Steel Pipe A couple of the pipe stock that these organizations offer are New, New Mill Reject, Surplus, and utilized optional pipe.Mini Electric Scooter Suppliers

In stock and prepared to ship sizes fluctuate from 7 to 30 check in widths up to 60 in. An assortment of chrome steel, aluminum, structurals, bars, funnels, points, developing components and extra are likewise out there. We’re one of the prestigious Traders and Exporters of Hardened and Tempered Spring Steel Strips. Drawing is a framing course of wherein the steel is extended over a structure or bite the dust 17 In profound illustration the profundity of the half being made is the greater part its width. After I consider steel, I consider hearty, tough material in a mammoth, level sheet.

Merchant of metal strip together with treated steel strip. Electrifies iron metal, silicon steel, pre-painted aroused metal, shading excited steel and welding stirred steel are accessible. Structures accessible typify pins, pilings, funnels, bars, tubes and tubing, wires, poles, sheets, plates, curls, points, channels, springs, spaces, spines, outlines, embeds, sections, chambers, circles, moldings, shafts, closes, pins, plugs, rings, moves, saws, shells, studs and strips. Steel Pipes and Fittings, midway situated in Korsten, Port Elizabeth, South Africa are in a situation to support the whole range of steel and pipe needs, going from the general local part to general designing, inside the tire, car, cordiality and rural businesses.

Shandong Wan Steel Import and Export Co., LTD is a specialist producer and supplier of consistent steel pipe, winding metal pipe, welded metal pipe, burning plunged aroused metal pipe, exactness compound consistent steel pipe and hardened steel consistent cylinder. Pipe and cylinders are used in various businesses and applications. We are an appropriately famend association in the business to offer our supporters the absolute best quality cluster of Spring Steel Strip. Its product grasp low carbon sheet and strip , shim steel , level wire, electrolytic tin plate, electro and hot plunged aroused, galvannealed, high carbon spring metal , chrome steel , and a couple of copper base combinations, including phosphor bronze and metal strips.
Tips For Selecting the Appropriate CNC Machining Supplier
Tags: Manufacturing

CNC machining is a process which involves the manufacturing of software for preprogrammed computers so that it can detect the mov.ement of tools and machines. You can easily derive that definition from the fact that CNC is a short form which happens to stand for computerised numerical control. The CNC machining services are more common in the industries which manufacture the precision tools. You will know that is makes one of the crucial aspects that no ordinary person can carry out unless they understand the sector better. When you work in a precision tool production company, you have to ensure that you get the right CNC machining suppliers that will provide the facilities that the company needs. Read more great facts, click here .

That is an implication that you have to deal with making choices that are not relatable to choosing other general manufacturers. That is because it is a complex process. In this case, you have to take note that the services that the machining supplier will provide have customisation to the machines that you use given that they create precision parts depending on your drawing sample. For you to accomplish the manufacturing company’s objectives, make sure that you choose a dependable CNC machining supplier for that particular department. For more useful reference regarding cymanufacturing, have a peek here.

In that case, you can use the following guidelines to distinguish between the best and those that are unreliable in the CNC machining supplies. When you need the most competitive forces that you can rely on, find out how long the CNC machining company has been working in that particular industry. With a minimum n of ten years in experience, it means that the supplier has been working long enough to master all the required expertise. In addition to professionalism, they also need to show the capabilities that the company has when it comes to CNC machining. Take a look at this link https://en.wikipedia.org/wiki/Milling_(machining) for more information.

Make sure that you inquire about the supplier’s machining quality control so that you can tell if they test and measure the precision equipment. It becomes essential to have the assurance that the CNC machining has a relationship to the design works given and that you can be able to have the improvement of the same for machining- in that case, checking out the machinability of the supplier that you are dealing with becomes a prerequisite. Ensure that the CNC machining suppliers have a mechanical engineering background so that they can save you with dealing with most of the parts of the machine.
When Timing is Everything: Disruptive Startups in Established Industry
By: Mandy Dwight
Tags: Manufacturing, Agritech, Startup Lessons, Robotics, Automation

In the startup world, it’s tough to be early. You can have the best team and the most innovative product but sometimes the market is not ready.

As a startup veteran, it’s always with a heavy heart when I read about the closure of a robotics company. I had this feeling last week when I read about Abundant Robotics. It’s equally tough when I read reporting about the closure, looking for blame as to why things turned out how they did. Being someone who lives robotics startup life every day, I know that in most cases there is no real blame. Occasionally the most innovative robotic technologies with the most fantastic teams do not make it simply because the overall market isn’t ready for the offering.

Attempting to change the world is brave, and also scary. Startups take on the challenge of developing brand new robotics technologies for the oldest industries around: manufacturing, agriculture, machine tending, packaging, etc. It’s a bold undertaking to break into markets that have done tasks a certain way for hundreds of years. New ideas in old industries can be disruptive to how things have always been done in “tried and true” ways and adoption is typically slow.

Even in our advanced society, it remains difficult to convince older industries that there are better ways to approach often tedious and time consuming tasks by taking a chance with new robotics. Even if the proposed solution meets the complete needs of a task, a customer can be cautious of the risk associated with trying new technologies. I’ve seen it take years to convince the market that a solution is ready and sometimes in the results driven startup world, there isn’t the time. No one is to blame here. It’s simply a game of timing in often risk averse established industries.

This sounds cliché, but with endings also comes new beginnings. Even when a company disappointingly closes, team members, not ready to give up innovating, disperse and bring their brilliantly disruptive ideas to other companies and the startup world continues to grow. I’m looking forward to seeing how Abundant Robotics team members continue to change the world as they take on new challenges.
Basic Internet of Things
By: Neel Smartec Consulting
Tags: Iiot, Plm, Manufacturing, IoT, Neelsmartec

Internet of Things (IoT) is a network of ‘smart’ devices that are interlinked speak to each other via the Internet and controlled by means of a mobile app.

I hear everybody says the exact same point, but can you provide me a useful easy example of how it’s being utilized today, and also just how does this in fact make every things much easier for everyone in the day today activity?

Okay, I believe I obtain it.

Among the most effective instances I consider is the Controlling as well as Keeping an Eye on Lights in the fish tank or the house. This Wi-Fi-connected relay switch allows you to remotely manage the on/off the lights (SMART Lights) by means of your mobile phone. After that comes the cloud services, which enable the collection as well as evaluation of data so you can see what’s taking place as well as do something about it via the mobile applications.

So what is the implication of implementing IoT enabled SMART Light? Is it worth?

Answer is Yes, the possible worth is that you can save money on your utility costs.

Thanks,

Uthayan Elangovan

P.S: Want to learn more about PLM or IIoT? Check out my blog, IIoT Book and PLM Book.
Modular Work-holding Design
By: Rapid Enterprises
Tags: Machine Shop, Cnc, Manufacturing

Modular Workholding Design

The effort to design workholding is just as important as the design of the manufactured part. As machine shops become more automated and intelligent, workholding must advance in design efficiency as well. Workholding is now often required for small-to-medium-sized production runs and demands accuracy, versatility, and repeatability for a variety of similar operations. The investment of hundreds of thousands of dollars on automated CNC machines for a shop does not want to see them sit idle for any longer than is necessary. Modular workholding design is allowing faster transitions and use on multiple machines with smart pre-made kits containing an assortment of clamps, risers, studs, blocks, and rails.

A New Approach

The basics of workholding design (tag blog Choosing Workholding…) are to keep the tool in cut and depending on the material, speed, tolerances, dimensions, and the cutting tool itself. Moving into hydraulics, for example, will not repair a manual fixture that isn’t performing well, to begin with.

As the trend towards smaller lot sizes and higher accuracy parts continues, many manufacturers are finding that dedicated workholding systems end up on the shelf quickly never to be used again. Even in designing your own workholding consider the addition of pre-machined screw and dowel holes for quick mounting and attachment of preconfigured tooling blocks. Modular Workholding systems, available from a variety of manufacturers, allow multiple machining operations to be performed in one setup, often slashing both production time and cost. Adding clamping studs, retention knobs, or more advanced buttons or switches, eliminates the manual labour of loosening and tightening bolts for each production run.

Cost of Production

Modular systems generally have a high price tag, but considering run cost, scrap reduction, and machine downtime, they quickly provide payback depending on lot size.

The machine downtime, or setup cost. is the labour cost to retrieve a fixture, set it up on a machine, and return it to storage after use. Since dedicated fixturing and power workholding are faster to set up, they create lower costs than modular fixturing for larger projects.

The lot size is the average quantity manufactured each time the fixture is set up.

Initial Tooling cost is the total of labour and materials to design and build a fixture. Here, modular fixturing is cheapest because parts are reused, while the more complex power workholding systems initially cost more.

Total quantity over tooling lifetime is the lesser of the total anticipated production costs. Generally speaking, as quantities increase, the efficiency of power workholding yields the lowest cost per part.

Finding the right modular design for your shop can also lower production costs if the vises or chucks can be used on multiple machines, and multiple applications, such as hydraulic, pneumatic, and electric as you expand.

Read More
Pipe Fitting Manufacturers In Kolkata India
By: Sagar Kadam
Tags: Exporters, Suppliers, Dealer, Manufacturing

Divya Darshan Metallica provides solely quality tested Pipe Fitting. We are leading pipe fitting manufacturer in Kolkata. Pipe Fitting at Divya Darshan Metallica bear several toughness and hardness checks before supplying/exporting/shipping to our clients. We have over 99% happy purchasers.

Our manufactured Pipe Fitting contain prime quality materials. factory-made from quality grades meeting ASTM, DIN, UNS, ASME and AISI standards as a result of higher standard, higher is that the toughness of the Pipe Fitting. prime quality of steel content makes a Pipe Fitting harder and will increase its hardness. Divya Darshan Metallica is specialized supplier and dealer of Pipe Fitting in Kolkata India. Divya Darshan Metallica is a ISO certified supplier and dealer in Kolkata India. Divya Darshan Metallica is widely common in Kolkata India for its prime quality Pipe Fitting products.

Divya Darshan Metallica are well known Suppliers, Dealer, Exporter and Manufacturers of Pipe Fitting in . we are leading pipe fitting manufacturer in kolkata. Our high-quality range of Pipe Fitting is exclusively designed for chemical industries, steel factories, petrochemical industry, fire protection systems, shipping/shipment industries, etc. These are designed and developed in accordance with the IQS(International Quality Standards). Pipe Fittings that are made with precision using the best quality raw material. We also customize Pipe Fittings as per the customers requirements.

Our clients satisfaction depends on things such as quality, toughness, hardness, delivery time, fast response and our services for Pipe Fitting. Divya Darshan Metallica is one of the best Kolkata India supplier of Pipe Fitting in Kolkata India. Divya Darshan Metallica is also a leading supplier, dealer, manufacturer and exporter of Pipe Fitting, Pipe Fitting, Flanges and Pipes and Tubes.

Product dependability and performance has created Divya Darshan Metallica leading suppliers, dealers, manufactures and exporters of Pipe Fitting in Kolkata India. Each month we tend to supply/export Pipe Fitting product to Kolkata India port around sixty-five containers to completely different customers. Our prime quality of Pipe Fitting, sensible client service, and in-house Pipe Fitting processing capabilities have made us one of the emerging and leading Dealer of Pipe Fitting in Kolkata India. Our product Pipe Fitting area unit exported frequently to over sixty-five countries. Over last 11 Years we tend to had equipped over 2500+ plenty of Pipe Fitting to Kolkata India. Orders at Divya Darshan Metallica are unit secured and we offer quick delivery of Pipe Fitting manufacturer in Kolkata India. the most reason being we’ve a wonderful reposition and storage facilities for each finished and semi-finished Pipe Fitting. they’re finished as per the pressing necessities and requirements of the customers.

Visit us: https://www.pipefitting.in/manufacturer/ss-pipe-fittings-manufacturers-suppliers-dealers-stockists-in-kolkata-india.php
wood pellet machine Factory, Exporter and Supplier, Wood Pellet Machine Manufacturer- China Machinery Factories
Tags: Manufacturing

Welcome to Shandong Kingoro Machinery Co., Ltd

Shandong Kingoro Machinery Co., Ltd. is a mechanical manufacturing company mainly engaged in particle machines.

China Machinery Factories — It is a manufacturer dedicated to biomass pellet equipment, organic fertilizer pellet equipment and animal feed equipment. It crushes, crushes, dries, granulates and cools the biomass. , packaging and a series of complete sets of equipment and complete sets of projects. Among them, the biomass pellet machine has become a domestic word-of-mouth product. Continuously increased production and sales for many years.China Manufacturers

Overview

Model No.: SZLH580 Brand: Kingoro Place of Origin: China Machinery Suppliers acking: 20-foot container Color: customizable Voltage and frequen…: customizable

Capacity: 1–1.5t/h Power: 90kw Diameter of pellet: 6–10mm

Warranty: 1 year Usage: Making wood pellets

Specifications

Description of wood pellet making machine:

SZLH580 wood pellet machine is our latest design for vertical ring die pellet machine. With 90kw motor, the machine’s capacity is 1–1.5t/h. Because of its good performance, it is very popular on the market. The reducer’s life is extended 3 times than other model. The roller bearing adopts independent automatic injection system. Its performance is more stable and the service life is much longer.

Applicable raw material:

rice husk, sunflower seed shell, peanut shell and other melon shell; branches, trunks, bark and other wood scrap; all kinds of crop straw, rubber, cement, gray Slag and other chemical raw materials, etc.

www.Hifactory.com ，Please click on the website to see

Dear friends, Hifactory is China’s best quality B2B platform. Buyers directly correspond to Chinese suppliers. The platform does not charge any fees. Buyers who need to purchase Chinese goods can search for Hifactory, register and communicate directly with Chinese suppliers.

Shandong Kingoro Machinery Co., Ltd. was established in 1995 and has 23 years of manufacturing experience. The company is located in beautiful Jinan, Shandong, China.

China Machinery Factories — Shandong Kingoro, as an advanced manufacturer of biomass pelletizers, owns 17 national patents and has obtained IS09001 quality system certification, CE certification, and SGS certification.
Grain machinery Factory, Exporter and Supplier, mini flour mill Manufacturer-China Machinery Factories
Tags: Manufacturing

Zhengzhou Chinatown Grain Machinery Co., Ltd.

The company focuses on technology reformation, improving the manufacturing ability and quality of machine. The company took the lead in the introduction of CNC laser cutting machine, CNC bending machine, CNC lathes and other advanced processing equipment. — China Machinery Factories

At the same time purchased CNC machining center, CNC boring machine, CNC lathe, CNC milling machine,surface grinder, planing machine and other advanced processing equipment investment, and added electrostatic spraying production line. The product quality can be promised by these reliable manufacturing equipment support.China Manufacturers

www.Hifactory.com ，Please click on the website to see

Dear friends, Hifactory is China’s best quality B2B platform. Buyers directly correspond to Chinese suppliers. The platform does not charge any fees. Buyers who need to purchase Chinese goods can search for Hifactory, register and communicate directly with Chinese suppliers.

Our company adopt steel plate laser cutting machine, CNC bending machine, carbon dioxide arc welding and argon arc welding, welding scale, rotary automatic welding, electrostatic spraying surface treatment, continuous improvement and innovative models. Our products are not only has good performance, but also easy for installation and maintenance with low cost. The product with advanced technology, reliable quality, and nice appearance has been appreciated by many clients.

Project installation: we have professional electrical and mechanical project installation team. The display of the equipment is neat, reasonable, beautiful, generous, and easy maintenance.

The commissioning is carried out under the guidance of experienced experts and professors on the spot. The test can be successful by one time commissioning, and can totally meet or exceed the design specifications and requirements.

China Machinery Manufacturers — Our machinery are widely used in many domestic users. And our turn-key projects and single equipment were exported to Thailand, Burma, Australia, Sri Lanka, Italy, Germany, Chile, Argentina, Brazil, Ukraine and other more than 20 countries and regions. Many clients around the world have visited our company on business.We warmly welcome clients and supplied excellent solutions with best quality equipment and technical services, and we received high recognition from them.
Service Vs. Manufacturing
By: Sandeep Bhasin
Tags: Economy, Startup, Services, Manufacturing

Service Vs. Manufacturing

Here’s the list of young companies/ startups from India promising huge returns to its investors:

Delhivery

Flipkart

Policybazaar

Byju’s

CRED

Vernacular.ai

PharmaEasy

Digit Insurance

Meesho

Groww

Nykaa

Udaan

Dream11

Swiggy

Infra.Market

Urban Company

Moglix

Zeta

BrowserStack

Ola

Uber

Oyo

What’s so peculiar about this list of Unicorns is that barring one, all are operating in service sector. They don’t manufacture anything but provide service to the customers, thus creating data, which is valued by the investors. The same data will then get used by manufacturers to sell their products. We all know how companies such as Google, Facebook and Amazon, through their tracking of our behaviour, know more about us than what we know about ourselves. These companies listed above are no different. They collect the data, which can be commercialised. Zomato is valued more than Mahindra & Mahindra. But the question we need to address here is what is happening to the Indian Manufacturing sector in the process? Why is it that the Indian manufacturing sector is fast losing out to the service sector at such a high pace? Is losing manufacturing to China a cause or the effect?

Globally, close to 50% of the GDP is created by the MSMEs, whereas in India, it stands at just under 30%. The Government has taken initiatives to get this increased to 50% by 2024, but somewhere, I guess, we have lost the track. Is it a good strategy to broaden the definition of MSMEs by including Hospitality Sector just to achieve the goal we have set for ourselves? The government could have separately offered special package to hospitality industry rather than clubbing it with MSMEs, for instance.

This takes us to a more serious question: what’s the difference between a product and a service? The products, according to me, have become services and the services, products. Take for instance the new service launched by Maruti Suzuki: You rent a car directly from the manufacturer, with no direct liability of taxes and maintenance of the car; a manufacturer has moved into service to compete with the Olas and Ubers of the world; or for that matter, consider how DHL packages its services as a product: Standard delivery and expedited delivery: two products and two price tags. So, how should the GDP be calculated? When I buy Kent RO for INR 16,000, that’s a part of manufacturing, but when I sign up an AMC and end up paying close to INR 20,000 in the next 6 years, a major part of that is service (barring consumables, which get manufactured). Of course, I am assuming the consumables are manufactured in India. So, does Kent operate in Manufacturing or Service sector? Or both? Does it contribute more to Service than Manufacturing?
Sparrow ERP For Electronics & High Tech Manufacturing
Tags: Erp System, Erp Solutions, Manufacturing, Manufacturing Software, Erp Software

Our ERP offers solutions designed to make your business operations smooth and hassle-free. The entire focus of our solutions is to make your operations faster, better and smarter.

Responding to customer inquiries faster is one of the key activities of a growing business. Electronics manufacturing business involves certain activities that can potentially become the bottleneck for a fast response. Our sales solution removes those bottlenecks by providing automated BOM analysis and pricing features together with a faster quotation interface.

Keeping optimum inventory is critical for smoother assembly operations. Sparrow ERP provides smart features that allow you to keep inventory exclusively for the customer or even orders. A smart interface to manage customer supplied inventory makes the manufacturing process smooth.

A careful design of user interface to take away the complexity of software operation out of way from the shop floor ensures that workforce only concentrates on tasks that need to be done instead of dealing with complex data entry.
What do you want your flooring solution to stand for?
By: Neoseal Inc.Ca
Tags: Industrial, Concrete, Manufacturing, Flooring, Coating

Before coming up with any solution, we must review challenges a business may face while operating its business. It’s by carefully evaluating these steps that we will learn what expectations from a flooring system sound rational. From there we can start on drafting a practical solution.

If you are looking for a flooring system that can withstand dropping and dragging big load of stuff regardless of their weight and shape. If you want a supper indestructible coating solution that remains scratch and indent free for years. I’m afraid your mind have been poisoned by empty promises often made by some flooring guys who just want to sell their products. There is no such a thing as unbreakable out there. After more than eight years of working for our company, I have seen enough old and semi-old coating floors to realize every flooring system can get damaged if you don’t treat it right.

This article is for business owners or managers who realize a long lasting flooring solution demands good maintenance, like any other good things around us. I should add here that it is completely reasonable to expect an increase in strength of the floor against abrasion, and/or dropping small pieces of metal or wood, or even protecting the base floor from the mess and stains caused by spilling of fluids or oil. This all can be achieved by choosing a right solution. (For businesses that desire more appreciation to aesthetic there are also few trusted solutions that I will cover in next post.)
Steps for installing an ideal floor coating system for your business.
By: Neoseal Inc.Ca
Tags: Industrial, Concrete, Manufacturing, Flooring, Coating

I hope you already got time to check this previous post before starting on this one.

After all the inspections are conducted and you are confident to choose a solution. There are few more steps that help actualizing the proposed solution.

A-Preparing the floor

B-Treating and curing the floor

C-Installing the coating system

There are many steps involved to get your floor from left to right.

For step A) A thin or a thick membrane of the existing concrete floor is shaved off in order to; even the floor and remove buildups, get rid of all the debris and contaminations or old coatings. Usually Diamond Grinding, Shot Blasting, Scarifying process, or a combination of them is used to prepare the surface at this step.

A robust Diamond grinding machine can easily remove every particles from the floor till it gets to an even rough crust of the concrete floor. Shot blasting machine can be used for surfaces that are in a more healthy shape and condition but may require a modest resurfacing. For scarifying process, the machine uses a hammer like rotating blades to remove any old coating from the floor, or to make joint area of two adjacent slabs more level.

The step A is crucial for creating proper bonding between the coating solution and the concrete floor.

For step B) the bare surface of the concrete has to be cleaned, treated, and cured, ready for the final step. The dust that is produced from grinding or scarifying the concrete is much heavier that it may look. It generally looks like dust that you collect off a desk but in fact it is made of concrete. This dust tends to lay where it’s made. Fortunately industrial grade vacuums can be used to remove any grain of dust as soon as they are produced (in the step A). To guarantee a better outcome, the floor can be swept to collect any dust that may have been left by chance.

After finishing the cleaning and sweeping process, all the former cracks and holes have to be detected and fixed. The best way to treat cracks is to fill it with a right material that is flexible and yet strong enough to withstand the pressure of daily foot traffic. Please avoid using the same material as top coating for filling the big cracks and joints. Carefully prepared mix of special chemicals is needed at this step to provide a long lasting care for the foundation of the floor.

Step C) at this step, when the parts in both previous steps are done. It is time to apply a primer coat. The primer coat helps to fill up all the hols, pores, openings or hair cracks. This coat also helps lying down a strong skin on the floor for a better grasp of the topcoat.

The topcoat material can be different depending on the type of the usage clients have in mind for the floor. For most industrial purposes a topcoat of two-part solid epoxy and one protective urethane coat can promise many years of confidence in the flooring system.