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Scenario 3: Break the operational bottleneck caused by Kafka, an open-source data extraction tool. With this solution, Yanfeng Auto now can dynamically configure transmission bandwidth and speed limit without affecting the performance of its ERP core system and maximize the transmission efficiency of its real-time monitoring files, laying the data foundation for realizing the department’s vision of building up an intelligent inventory platform with predictive capabilities. With support of IBM CSM team, Yanfeng Auto successfully deployed Aspera Module of IBM Cloud Pak for Integration within only one day to build up a lightweight enterprise-level file transfer solution for Yanfeng Auto, which increased its file transfer speed by 10 times, saved manual waiting time, avoided human mistakes, realized automatic transmission resumption and automatic network reconnection. At the same time, if the transmission was interrupted, it could not be reconnected and resume transmission automatically, nor could they customize the transmission speed, or fully utilize the transmission bandwidth of the backbone network. This was not only time-consuming but also made it easy to make mistakes. Due to slow transmission speed, big network delays, and serious packet loss, they had to manually select and copy the photo files by batches and repeat the process multiple times. Previously, the Intelligent Manufacturing Department used the traditional copy and paste method to transfer the photo files by batches. To maintain real-time situational awareness of the parts inventory in various manufacturing workshops in more than 240 factories around the world, Yanfeng Auto needs to quickly transmit back to headquarters the thousands of real-time photos taken at each plant. However, the first roadblock is its outdated way of data transmission. To drive predictive decision making and automatic recognition, they need a large amount of data across the company for AI model training. The Intelligent Manufacturing Department of Yanfeng Auto hopes to work with IBM CSM team to explore the way of building up its intelligent inventory platform with predictive capabilities. Scenario 2: Realize high-speed transmission of massive data between branch production workshops and headquarters with Aspera Module of IBM Cloud Pak for Integration, establishing data foundation for intelligent inventory platform with predictability. The AI model helps the company realize a fully automatic execution process without manual operation, increasing the order classification accuracy rate from 85% to 97%. The model has learned the rules behind the internal orders corresponding to general orders. Leveraging the powerful natural language learning capability of IBM Watson Discovery and the hands-on support of IBM Customer Success Manager (CSM) team, Yanfeng Auto successfully built up an AI model that was trained with its mixed data of structured data and unstructured text, covering 180 million historical data, with over 200 permutations and combinations. That presents big challenges for the company in terms of labor cost and efficiency. In each factory, it took an average of 150 minutes a day for two staff members to sort the orders manually, accompanied by 15% classification errors. Yanfeng Auto receives a huge number of orders from automakers and downstream manufacturers every day, and it previously had to manually convert external general orders to internal orders based on experience. Scenario 1: Automatically convert massive external general orders to internal orders with the natural language learning capability of IBM Watson Discovery Facing challenges, Yanfeng Auto’s approach is to work with companies like IBM with advanced technology, industry experience and technical expertise to accelerate its own data-driven digital transformation to reduce cost, improve efficiency and scale for company-wide innovation. Headquartered in Shanghai, Yanfeng Auto has nine R&D centers, more than 240 factories and technical centers in 20 countries around the world, with over 55,000 employees. (hereinafter referred to as “Yanfeng Auto”) is a leading Chinese automotive parts supplier specializing in automotive interior and exterior trim, car seats, cabin electronics and safety systems. Yanfeng Auto International Automotive Technology Co., Ltd. The auto parts manufacturers caught in it are facing the problem of how to survive and grow against the increasingly fierce competition. With the intensification of the price war, some car companies have even withdrawn from the market. According to the recent statistics released by a local auto industry association, the sales of China’s fuel vehicle market have declined for three consecutive years. The global automotive industry is in the midst of major changes and challenges against the trend of electrification and intelligence. In our tests it easily and cleanly sliced through all kinds of grass and weeds, including tough tree saplings up to about ¼ inch thick. The relatively short runtime of the Stihl FSA 60 R belies a very capable trimmer. This is a great all-around pick for quarter- to a half-acre yards. The bump guard protects sensitive surfaces during close trimming, and the hang loop offers a convenient way to store the tool when not in use. The variable trigger and EasySpool head improve operating efficiency by saving battery life and minimizing the time it takes to reload, respectively. The trigger interlock and battery retainer latch prevent accidental startup. A few other standout features include a variable-speed throttle trigger, trigger interlock, battery retainer latch, EasySpool cutting head, bump guard, and hang loop. The tough polymer material used for the motor housing and debris shield help keep the weight down. The 36V 3.9 amp hours (Ah) battery charges in a little more than 2 hours. This string trimmer measures just over 66 inches long, weighs less than 10 pounds with the battery installed, and works for about 25 minutes per charge. It comes from a brand with a long history of industry-leading outdoor power equipment. It makes sense that the Stihl FSA 60 R would be a top performer in this test group. These reviews describe the key features of each cordless string trimmer and how the models performed in our backyard tests. Along with cutting power, we tested for battery runtime, maneuverability, and operator comfort and determined the best battery trimmer by category. In addition to trimming the grass zones, we used the 36V, 56V, and 80V models to cut through woody, viny growth in natural areas. To earn a spot in our lineup, the lightweight 20-volt (V) trimmers had to deliver a clean, crisp cut in both clean and weedy grass sections. We put each trimmer through its paces in a variety of real-world scenarios: “clean” lawn grass, weedy grass, and natural areas featuring coarse, weedy seedlings and vines. Although some of the trimmers offer lower power settings that could extend runtime, we found that the lower settings simply made them less capable when it came to coarse weeds, so we ran them at full power for testing. Most trimmers arrived with the batteries about 25 percent charged right out of the box, but a full charge allowed us to gauge runtime at full power. To truly test these battery-powered string trimmers, we started by assembling the tools and charging the batteries. Photo: Mark Wolfe How We Tested the Best Battery Trimmers MOST VERSATILE: Greenworks Pro 80V 16-Inch Cordless String Trimmer.BEST TRIMMER/EDGER COMBO: Worx WG170 20V Power Share Revolution String Trimmer.BEST DUAL DIRECTION: Husqvarna 320iL 40V Battery String Trimmer.BEST FOR SMALL YARDS: Worx WG163 20V Power Share GT 3.0 String Trimmer.BEST FOR LARGE YARDS: Echo DSRM-2100 eFORCE 56V 16-Inch Battery Trimmer.BEST LIGHTWEIGHT: Black+Decker LSTE525 20V MAX String Trimmer/Edger.BEST HEAVY-DUTY: DeWalt DCST972X1 60V MAX 17-Inch String Trimmer Kit.UPGRADE PICK: Makita XRU15PT1 36V LXT Brushless String Trimmer Kit.BEST BANG FOR THE BUCK: Black+Decker LST300 & LBXR2020-OPE 20V String Trimmer.RUNNER-UP: Ego ST1511T Power+ 15-Inch Powerload String Trimmer.BEST OVERALL: Stihl FSA 60 R 36V Battery Trimmer.Anyone looking to invest in a trimmer is likely to find one here to fit their landscaping needs. The following battery-powered string trimmers are at the top of their class. The string line should exit the reel easily with no need for the user to constantly remove the reel cover and untangle the line. To qualify as a top pick, a string trimmer should be durable, powerful, and easy to operate. So we could help consumers make the right choice, we tested some of the most popular string trimmers to find out how they perform under real-world conditions. Some battery trimmers are better suited to different-size yards, users, and budgets. Though gas and electric models once dominated, new and improved battery-powered versions don’t require mixing fuel or storing gasoline like gas string trimmers do, nor are they limited by the length of an extension cord, like corded electric string trimmers are. These yard-care tools spin a cutting head loaded with nylon string (instead of a fixed blade) to cleanly trim the grass at the edge of a lawn or mow down weedy areas. We put battery-powered trimmers through their paces on several grass or weed types to see how well they ran and cut, ultimately arriving at this list of the best battery trimmers.įor ensuring a polished look to a lawn, the best string trimmer is a great investment. Handy outdoor power tools make quick work of tackling overgrown weeds and grass, giving the yard a tidy look and trimming hedges and shrubs. ¦ Hispanic students, who make up 10 percent of the population, represent 7 percent of gifted students in Duval. ¦ Asian students, who represent 5 percent of Duval students, account for 14 percent of its gifted. ¦ White students, who represent 37 percent of Duval's total student population, account for 61 percent of gifted students. ¦ In Duval, black students account for about 12 percent of the gifted population, according to 2014 data from the Florida Department of Education, despite representing 44 percent of the total student population. State and federal data suggest many districts, including Duval, still have ways to go. René Islas, executive director of the National Association of Gifted Children. "It's a moral imperative of - children of color, children of diverse socioeconomic backgrounds - coming from different languages … That's what we do as educators," said M. In Duval, there are plans for a new gifted school in the city's predominantly black urban core and nationally, programs and agencies geared toward the gifted are rethinking long-standing screening methods, which some experts claim leave minorities and English language learners at a disadvantage. However, as urban districts around Florida and the country change, educators from the local to the national level take a more critical look at the racial divide. In a sense, the magnet school - where about 6 percent of students are black and 9 percent are Hispanic - is a snapshot of the larger gifted landscape in Duval and beyond - a world that still remains largely void of black and Hispanic children. "But it's kind of weird, though, not having somebody like you." "It doesn't really bother me much," said Karsten, before pausing. His schoolmates - fifth-grader Karsten Edwards, who is also black, and fourth-grader Diego Miura, who is Puerto Rican - echo that sentiment. "It matters how you act and what you do." "We're all people, and it doesn't matter what color we are," he said. However, he's not too concerned about that. He's one of more than 4,000 gifted students in Duval County Public Schools and one of the few brown faces in his classes. About a year ago, he enrolled in Jacksonville Beach Elementary, a magnet for gifted and talented students. The 9-year-old said he's always been good at math. As the teacher turned to him, he offered a quiet but confident "21." A few kids got stumped along the way, but not Terrell. Then, they moved on to multiples of seven. One by one, the line of gifted math students rattled off multiples of six like their favorite Disney characters, giggling as they tried to beat the clock. "Shoulder to shoulder, facing this way," Jacksonville Beach Elementary teacher Jeff VanLandingham ordered them. Even as they prepared to leave class, the lesson wasn't quite over for Terrell Sheppard and his classmates. The rules of Bubble Shooter games are simple and intuitive, but may vary a little bit for each individual game. The game became very popular and other game developers soon started to create their own versions, such as Snood ( Dave Dobson, 1996), Bubble Shooter ( Absolutist, 2002), and Frozen Bubble (2002). Bubble Shooter games first became popular in the mid-1990s with the release of Taito’s arcade game Puzzle Bobble (also known as Bubble Buster or Bust-a-Move). There games are visually appealing due to the brightly colored bubbles, which sometimes also contain pattern or funny little creatures. What are Bubble Shooter games?īubble Shooters or Bubble games are a variation on tile-matching games, where the square tiles are replaced with sticky bubbles. For anyone who’s not sure where to start, we’ve provided some more information below, including how to play these games, the history of bubble games, and a Top 5 best Bubble Shooters selected by our players. All of these games are browser games, and can be played directly by visiting the site and tapping on a game, without having to download anything. You are ready to start popping those bubbles now! be careful not to spend all your time doing so, it's addictive.Keygames offers a large collection of free Bubble Shooter games. You can play 'Bubble Bobble' on this site.įollowing the great success of bubble shooter, more bubble games appeared in the late couple of years of-course many online flash versions of these games are now available.Īlso, it became so popular that you can play it on almost every gadget you can get your hands on (cell phones, PDAs and so). You trap your enemies in bubbles and when you pop those bubbles your enemy is gone. In this platform game you play a dragon (or two) that can blow bubbles. Talking about bubble games cannot be complete without mentioning another classic game called "Bubble Bobble" which was release by Taito on 1986. This feature becomes really handful when the center of your screen is filled up with and you need to shoot some bubbles on the sidebars. If you shoot a bubble towards an exposed wall, it will not stick to the wall but will bounce right back like a stream of light against a mirror. You don't necessarily have to blast bubbles on each fire you make, planning ahead can be real necessity in this game, but you must be sure that you have where to shot at because the minute those bubbles touch the ground, that's it, game over.Īnother important rule to know about the game world is that the walls are like mirrors. The cannon always show the color of the next bubble you are going to shot so you have to plan ahead before shooting to make sure you will get those 3 or more bubble lined up. Using your mouse you can point the cannon to the exact direction you choose and then with the click of your mouse you shoot the next bubble. The only way to pop bubbles is to get 3 or more consecutive bubbles with the same color lined up and you do so buy using your only weapon - the cannon which is attached to an arrow at the bottom of your game screen. Sounds easy? Rest assured that people are spending hours blasting those bubbles and having the time of their lives. The rules of the bubble game are really simple, you need to blast as many bubbles as possible, the more you pop, the higher your score is, but you must not let the bubbles touch the ground as this will end your game and you will have to start all over again. The flash version of bubble game which is called "Bubble Shooter" is easy to operate, extremely fun, and requires no special skills to play. Bubble game was created based on one of Atari's most popular games called Bubbles which was released on 1989. 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