Wednesday, October 8, 2008

In Firefox, String and RegExp performance is not a bottleneck for real-world pages
And, SunSpider might weigh String and Regexp too high

(Thanks to collaborators Joel Galenson, David Mandelin, and Ras Bodik.)

We are investigating how and whether to build a parallel web browser. The SunSpider benchmark suggests that 30-50% of time taken by JavaScipts is in String and RegExp (hereafter stregexp) methods. If so, this code is a prime candidate for optimization, including parallelization. But before parallelizing stregexp code, we wanted to confirm SunSpider's conclusions by profiling real web pages.

The short story is: surprisingly, stregexp code takes less than about 5% of JavaScript execution time in real web pages, much less than the 60% our data shows that it occupies in SunSpider. The rest of this post is the long story: our profiling method, results, and more detailed conclusions.

What we wanted to profile


Our question was, “What percentage of JavaScript execution time is spent in Spidermonkey code implementing RegExp and String methods?” To answer this question, we needed to know

  • t: the total time spent interpreting JavaScript

  • r: the time spent in code implementing RegExp
    methods

  • s: the time spent in code implementing String
    methods


This data, along with a modest understanding of the Spidermonkey code, allows us to compute the percentages of JavaScript time spent in the implementations of RegExp (100r/t) and String (100s/t) methods. We would have liked to have simply computed a single stregexp percent time as 100(r+s)/t, but more care was necessary: the JavaScript String class offers three public methods, replace, search, and match, that accept RegExp arguments. As one would expect, their implementation is a wrapper around RegExp code. To avoid double counting RegExp code, we wanted more precision than just r and s, and so we decided to further time the individual methods of RegExp and String (smatch, sreplace, and so forth).

We of course also had to decide on which JavaScripts to gather performance data. In addition to SunSpider, we chose a smattering of real-world sites intended to be representative of the typical browsing of one of the authors. The particular sites chosen are listed below.

    Tests
  • SunSpider suite as a whole

  • SunSpider regexp benchmark alone (regexp-dna)

  • CNN and NY Times

  • Slashdot and Fark

  • Google Maps

  • Google Mail

  • Malicious regexp that causes exponential-squared behavior in JS


The “malicious regexp” was selected to sanity-check the profiling code. It is based on an idea from this page by Russ Cox. Because it causes artificial, worst-case behavior of the stregexp code, it should show that code taking very close to 100% of total execution time.

How we profiled stregexp code


The method is quite simple: we manually inserted timing probes both around the main JavaScript interpreter loop, to compute t above, and around the stregexp code, to compute r, s, etc. This looks like

void
regexpFoo ()
{
float64 start = gettime ();

/* ... original code ...*/

globalTimings->regexpFooTime += (gettime () - start);
}

We considered instrumenting JavaScript code directly and using a sampling profiler like gprof or sysprof, but rejected both. Automatically instrumenting JavaScript code is not as easy as it sounds, and besides, JavaScript only provides millisecond-resolution timers. This also slows down JavaScript considerably. Using a *prof profiler is better, but, unfortunately,
the size of the Firefox codebase makes it difficult to extract detailed information about small modules like the JavaScript stregexp code. It's also impossible to only profile websites' JavaScript execution, and ignore time taken by the Firefox user interface.

Running each test was simple: we opened Firefox, loaded the web site(s) under test, and followed a sequence of steps intended to simulate a normal browsing experience. For example, when testing Google Maps, we searched for one location, zoomed in and out of the map, searched for another, panned around, searched for restaurants, then opened “information bubbles” for a few locations.

We need to say a bit more about testing the SunSpider suite: we ran it normally (loaded it and clicked “Start Now!”), but instead of using SunSpider's reported perfomance, we used our own profiling inside Spidermonkey. This means that we record stregexp performance over all of SunSpider's tests, not just its string and regexp ones.

While each test ran, our profiling code printed a sequence of accumulated performance data, once per call into the JavaScript interpreter. The numbers at each “sample” were the running totals t, r, s, etc., described above. So each performance sample is a snapshot of the percentages of time taken by stregexp versus everything else, over all JavaScript code executed up to that sample. (In particular, from the last sample, we can compute the total percentage of time stregexp has taken while Firefox has been open.) Taking samples allows us to show graphically how stregexp code has been important or less important over time; this is interesting because it might be very important while a page loads
(to parse e-mails, for example), and not important in the application's steady state.

Profiling results


For each test, we show four graphs below. The first is “Time in regexp code vs. other JS.” This plots the percentage 100r/t over time. The x-axis on the graph is the particular performance “sample”, described above, from which the y-axis values were calculated (so the x-axis roughly corresponds to time). The second graph “Time spent in string code vs. everything else” is similar to the first, except that it shows how the percentage 100s/t changes over time.

The third graph “Time spent in each regexp function”, breaks down the regexp time r shown in the first graph among the specific regexp functions over time. The x-axis is the same as in the first and second graph. The fourth graph is similar to the third, but shows string methods.

It's worth explaining in more detail one data series in the third graph: “bookkeeping”. This is the time spent in regexp code but outside of the main regexp interpreter, including setting up the memory allocator, preparing the match results to be returned to caller, etc. (For Spidermonkey geeks: regexp interpreter time is that spent in ExecuteREBytecode(); bookkeeping is the time spent in js_ExecuteRegExp() minus that in ExecuteREBytecode().)

You might notice that in the graphs of the “Malicious regexp” and “Regexp-DNA” results, there are many data points, even though both tests only make a single call to the JavaScript interpreter. This is because we didn't successfully filter all Firefox UI code from the results; only some calls were
filtered. Dave Mandelin suggested a fix to us, but we haven't implemented it yet.

(Apologies for the less-than-ideal layout of the graphs below. Blogger is limited in this regard.)


Malicious regexp






Regexp-dna benchmark from SunSpider






SunSpider






Google Mail






Google Maps






CNN and NY Times






Slashdot and Fark







Conclusions


It appears that regexp and string code does not particularly affect the performance of real web sites. Of all the “real” pages, regexp and string code accounted for no more than about five percent of the total time. This suggests that the performance of these pages will perhaps not be affected much by optimizing this code. A corollary of this is that it appears that the SunSpider benchmark weighs string code disproportionately high (~60%) compared to its use in the real world.

Of the string methods, it appears that String.replace() is approximately the most expensive in the real world; only Gmail behaved differently, with String.split() dominating. Of the time spent in String.replace(), approximately half was devoted to “bookkeeping time.”

81 comments:

Olly Hodgson said...

I wonder if this a self-perpetuating thing?

People aren't using string/regexp functionality, so there seems to be little point in optimising them. But perhaps people aren't using them a great deal because they're expensive and slow?

It's like Microsoft's approach to performance on IE: People aren't presently using all that much javascript on the "top 100" sites so they aren't putting all that much work into making it faster (when compared with Squirrel/Trace/V8/monkey/fish/extreme/dude/sweet). But then perhaps people simply aren't using it because the performance isn't great?

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直饮机其实跟净水器超不多,真正意义上的直饮机我看也就是 家用净水器,功能实在是强大的家用净水,喝健康的水才有健康的身体,所以选择健康就要选择健康的家用净水机并且带有中央净水设备,带有中央净水器的家用净水机可以减少正负离子的产生.水家装
水家电还有水卫士一直都是我们的品牌.认准水卫士哦.
山东龙兴在混合机的生产过程中非常的注重质量.在混合机行业内达到了非常强大的成功.
我们公司一直使用DHL快递提供的快递服务.dhl快递在快递行业内一直处于佼佼者,我们也一直在执行着dhl快递服务的宗旨
生产过滤机的过程中让我们深刻的体会到了过滤机的生产不是那么容易的啊..过滤机在房子过滤网的过程中是非常繁琐复杂的...
我司多年从事俄罗斯签证服务.让想到俄罗斯的朋友迅速办理俄罗斯签证,俄罗斯签证的受理不再难办.
我们老师也是在食堂采用食堂售餐机购买盒饭,食堂售餐机也让我们体味到了快捷人性化管理.
我们学校试用校园一卡通后,顿时买了校园一卡通这种服务,简直太方便了!赶明儿个把校园一卡通服务介绍给周边的学校用用.
自从使用了学校一卡通后,同学们都爱上了这种学校一卡通服务,学校一卡通让学生体会到了简洁与方便.
更加高级的ic卡售饭机出台后,已经替换了大多数以前的ic卡售饭机,让同学们更好的体验了校园ic卡售饭机的益处.
现在很多学校都采用食堂售饭机来售饭,食堂售饭机的行业也开始起步.
现在学校吃饭都实行了深圳一卡通,让我们在学校更加快捷高效,深圳一卡通的人性化更加便于管理,
我们在食堂打饭的时候用的是广东售饭机,广东售饭机的精确性比较高.让我们打饭更加快捷精准.
在我们认为双色球开奖以是玩笑的时候.双色球开奖|双色球开奖号码|福彩双色球|双色球开奖公告|福利彩票双色球|双色球开奖结果|双色球中奖号码让我们看到了赢者的希望.让我们知道了有的时候爆发起来的优势.福利彩票双色球让我们充满希望.在每次观看双色球中奖号码的时候,我们都体会到了那种与巨大的惊喜擦肩而过.
在玩大乐透开奖的过程中应该注意大乐透开奖是有一定的规律的,当我们抓到大乐透开奖规律就可以一本万利了.
在玩彩票的大多行家里七星彩开奖的到了更多的实惠,七星彩开奖为广大彩迷得到了充分的保证.
银行里的保险箱一直在安全上得到了充分的认识.保险箱的安全意识也的到了广泛的认识.保险箱也在家庭中的到了广泛的应用.
病人一直在血管栓塞剂的服用,过程中血管栓塞剂对高血压患者提供了生命的保障.血管栓塞剂使患者得到重生.
钢铁锻造的发廊标准,让法兰在法兰|法兰标准|什么是法兰行业中得到了充分的认识,什么是法兰?这个问题一直在思考着.
很多地区使用减速机提高了工作效率.减速机扮演的角色十分出众.让广大用户群体认识到了减速机的作用.
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高级产品压球机的横空出世,很快环节了工业制作的压力,不过很多厂商还没习惯使用压球机来制作.而压球机也没有被广泛运用.
上海地区注册公司越来越麻烦,逐渐注册上海公司也开始起步,上海需求注册公司的人群开始选择提供注册上海公司的注册上海公司开始出现.
我国儿童摄影事业开始逐渐被重视,让儿童摄影的行业欣欣向荣,儿童摄影也让我们看到了商机.
传播牛皮癣预防知识,推动系统治疗牛皮癣医学进程,Gaotie皮肤病专科成功研制出的皮肤病新药。
工业生产需要制氮机来提供协助,制氮机的生产步骤也越来越复杂,制氮机的制作工艺也得到巨大空前的提高.
多家公司共同集合机电设备安装,使得机电设备安装的方法开始趋于简单化,机电设备安装更加有效率的组合.
许多北京发票提供北京发票的派发,让代开发票的服务商无从着手,代开发票提供商开始实行规章制度的管理,让餐饮发票的到出头,随着餐饮发票的出头,让更多的住宿发票得到了大量的环节,住宿发票也隐约有了起步机箱,广告发票丝毫没有变动的迹象.
在21世纪随着互联网的发展,网络电话也开始流行起来.网络电话让我们的交流更加如意,用网络电话沟通的用户越来越多.
现在还不使用免费网络电话?是免费网络电话让我们实现了零消费远距离沟通,免费网络电话是真正让我们得到实惠的产品.
在多家公司的合作下假发|织发|补发|植发已经汇聚到了一起.假发也成为一种时尚,织发让秃头成为过去,补发让我们体会到了重生的世界,是补发让植发行业迅猛发展,植发成为新世界的代名词.
让我们多年来从事水培花卉的人们致敬,水培花卉让我们认识到了培植花卉的第二途径,也让我们理解到了水培花卉的重要性.
液压压紧机械压滤机时,由液压站供高压油,油缸与活塞构成的元件腔充满油液,当压力大于压紧板运行的摩擦阻力时,压紧板缓慢地压紧滤板,当压紧力达到溢流阀设定的板框压滤机压力值(由压力表指针显示)时,滤板、滤框(板框式)或滤板(厢式)被压紧,溢流阀压滤机开始卸荷,板框压滤机这时,切断电机电源,压紧动作完成,退回时,换向阀换向,压力油进入油缸的有杆腔,当油压能克服压紧板的摩擦阻力时,压紧板开始退回。蒸馏水机压紧为自动保压时,压紧力是由电接点压力表控制的,将纯蒸气发生器压力表的上限指针和下限指针设定在工艺要求的数值,当压紧力达到压力表的上限时,电源切断,油泵停止供电,由纯蒸气发生器于油路系统可能产生的内漏和外漏造成压紧力下降,当降到压力表下限指针时,电源接通,油泵开始供油,压力达到上限时,电源切断,油泵停止供油,这样循环以达到过滤物料的过程中保证压紧力的效果。
出行旅游到哪里玩?张家界旅游是个不错的想法.张家界旅游行业日益发展昌盛,到香港旅游也是个不错的想法,随着祖国的开放,去香港旅游的游客也越来越多.不知从何时起源深圳旅行社已经成为一种时尚,去深圳旅行社咨询旅游业务越来越多.
在包装的过程中打包机起到至关重要的一环,打包机包装出来的效果让我们每个人认识到打包机的重要性及易用性.
让我们都用计量泵来为我们提高效率,计量泵的计量过程是时刻掌握在自己的手里.
好的收缩机让产品更加放心自如的生产,收缩机的工作机制让我们体味到了产品制造的全过程.
保安采用的对讲机对我们的小区保安工作非常之中.采用好的对讲机通讯范围广,让对讲机的效率更加流畅.
采用电源模块是我们在停电时长想到的问题,电源模块的工作机制与我们的生活息息相关.
在我们冶炼钢铁的同时来思考工业冷水机给我们冶炼的过程带来什么样的帮助.工业冷水机的生产制造是否让我们得到想要的产品/
食堂的售饭机让我们联想到了网吧的刷卡,售饭机和水控机的各处优势在于那方面?水控机在控制水流方面是否到达表里如一,让我们多为水控器的将来设计着想吧.
在我们喝饮料的同时,是否在思考饮料机械的制作工艺如何.饮料机械的生产设计上让我们时刻注意着什么?
奇怪的萎缩性胃炎病状,让我们更难生存,萎缩性胃炎深刻的影响到了我们的正常生活.让我们痛苦.
漂亮的电脑包能更好的搭配上自己的电脑.采用neoprene laptop bags让我们的电脑都靓丽起来吧.
一直以来我胃炎,胃病困扰着,多年来在胃病的折磨下.我已失去自我,临近崩溃的边缘.谁来救救我的胃炎?
使用好的冷水机在冶炼的过程中非常重要的一环,好的了冷水机在制作过程中比一般的冰水机更为复杂,冰水机的制作过程相对简单.
良好的企业宣传片是为在用户面前更好的宣传,企业宣传片做的好与坏与企业宣传达到效果成正比.
我司多年致力于空分设备的设计与研发,已与国内众家空分设备大型企业合作交流.在空分设备的制造领域内排列前首.
企业采用集团电话|电话交换机|程控交换机让企业内部沟通实现零距离交互,电话交换机通讯设备的高效互动,程控交换机是提高企业运作的不二之选.
超市使用大量的集装袋更方便用户的使用,集装袋提高用户体验,集装袋更坚守国家的环保标准,适合中国国情.
检查反应釜面板和后板上的可动部件和固定接点是否正常,抽开导热油炉|反应釜上盖,检查接插件接触是否松动,是否有因运输和保管不善而造成的损坏或锈蚀。导热油炉控制器应可靠接地。连接好所有导线,包括电源线、控制器与导热油炉|反应釜的电炉线、电机线及温度传感器和测速器导线。将面板上“电源”空气总开关合上,数显表应有显示。在数显表上设定好各种参数(如上限报警温度、工作温度等)然后,按下“加热”开关,混合机|捏合机接通,同时“加热”开关上的指示灯亮。调节“调压”旋钮,即可调节电炉加热功率。按下“搅拌”开关,混合机|捏合机电机通电,同时“搅拌”开关上的指示灯亮,缓慢旋动“调速”旋钮,使电机缓慢转动,观察电机是否为正转,无误时,停机挂上皮带,再重新启动。操作结束后,可自然冷却、通水冷却或置于支架上空冷。待温降后,再放出混合机|捏合机带压气体,使压力降至常压(压力表显示零),再将主螺母对称均等旋松,再卸下主螺母,然后小心地取下釜盖,置于支架上。每次操作完毕,应清除釜体、釜盖上残留物。主密封口应经常清洗,并保持干净,不允许用硬物或表面粗糙物进行擦拭。
搬运车在企业的物流系统中扮演着非常重要的角色,是物料搬运车|电动搬运车|油桶搬运车设备中的主力军。广泛应用于车站、港口、机场、工厂、仓库等国民经济各部门,是机械化装卸、堆垛和短距离堆高车|电动堆高车|半电动堆高车运输的高效设备。自行式电瓶叉车出现于1917年。第二次世界大战期间,堆垛车得到发展。中国从20世纪50年代初开始制造叉车。特别是随着中国经济的快速发展,大部分企业的物料搬运已经脱离了前移叉车原始的人工搬运,取而代之的是以叉车为主的机械化搬运。因此,在过去的几年中,中国高空作业平台车市场的平衡重叉车需求量每年都以两位数的速度增长。
  目前市场上可供选择的叉车品牌众多,电动叉车|平衡重叉车|前移叉车复杂,加之产品本身技术强并且非常专业,因此车型的选择、供应商的选择等是很多选购的企业经常面临电动叉车的问题。本文着重从车型选择、品牌选择、性能评判标准和我国叉车海外市场贡献率等方面进行介绍。
韩国的饰品更加具有美丽活泼的特质,韩国饰品批发.是您做代销的不二之选,韩国饰品批发让饰品更加值钱
专属的模块电源能够让企业运行更加高效,模块电源使用起来更加效率.
宣传采用X架制作更好达到X架宣传效果,采用超薄灯箱>让您的品牌在黑夜里展现一盏明灯,超薄灯箱给路人指引正确的道路
.没有比易拉宝更好的饮料容器实用易拉宝,让精美的产品展现在靓丽的柜台上,找展柜制作个公司为您提供展柜来展示产品.
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让自己的网速得到迅速的提升,电信网通加速器这不再是梦想,使用电信网通转换器|电信网通加速器能够快速的提高网络效率网通电信互转|网通电信互通|网络游戏加速器是企业及电信网通转换器网络行业必不可少的产品,美国VPN代理|美国独享VPN|美国独享IP是为大型用户提供解决方案,效果即用即知
防静电安全鞋|劳保鞋|防砸鞋:能消除人体静电积聚,劳保鞋适用于易燃作业场所,如加油站操作工、液化气灌装工等。注意事项:禁止当防静电鞋|电绝缘鞋使用;穿用防砸鞋不应同时穿绝缘的毛料厚袜或使用绝缘鞋垫;防静电鞋应同时与防静电服配套使用;防上海劳保鞋|上海安全鞋|江苏劳保鞋一般不超过200小时应进行鞋电阻值测试一次,如果电阻不在规定的范围内,则不能作为防静电鞋使用。
服装软件成品仓库管理特点,购进价与成本价分离处理,使企业应付款与成本服装管理软件更为清晰。
商品入库单录入时自动获取最后一次入库价,无需财务部每次设置进货价格,商品入进销存软件必须控制在采购单的范围之内,销售出货时可直接出货也可装箱出货.可进行负库存管理,负库存不允许出货,进销存管理软件单多种打印格式,解决出货单需要结算额或不需结算额的问题。出货可支持多人同时出一张单.出货单的数量必须在配货服装管理系统的范围之内。可针对企业的实际情况进行在途管理和不进行在途管理,可针对已装电脑的服装进销存软件进行电脑扫描验货,而没装电脑的店铺进行人工收货,支持局部盘点及全局盘点多种盘点方式,自动生成进销存系统差异表, 盘点后调整库存前对所有未确认的进销存管理系统进行提示.盘点后不允许在盘点日期前插入单据,免费进销存软件保证库存的准确认性。
我国特产宝物众多,其中吉林中医|东北特产更是佼佼者,东北特产一直以来广受全国各地区人民的喜爱.
超市里使用的打包机能够很好的为打包机收银员提供便利,更加提高企业的效率最大化.
为保护您的合法权益,在网上预订国际机票,须注意查看网站上是否具备工商局颁发的国际机票网上电子标识,电信主管部门颁发的ICP证号,国际上海国际机票运输协会(IATA)颁发的国际航协执照号。
  注意:许多上海国际机票不具备航空客运业务代理权的公司和私人在网上招揽机票业务,也有许多游商在大街上散发国际特价机票小广告/名片。不具备航空客运业务代理权的游商一般仅仅公布电话,国际打折机票大部分是手机电话或呼机,不公布公司名称,营业地址,一般采用在使馆区等处散发小传单广告的方式,正规的经营航空客运代理业务的旅行社或国际打折机票代理公司除需有固定的经营场所外.
选择好的北京婚庆|北京婚庆公司能让您一生中最美好的事物不留下遗憾,北京婚庆公司让您的妻子感受您的呵护.
通讯是工作高效的一种体现,而400电话免费电话跟能给公司带来更大的效率,400电话是注重用户体验的企业必备产品.
医院为病急患者提供呼吸机|制氧机由国家批准颁发,我司和多家国家级医院合作,一直在呼吸机上为广大病友护航.
韩国设计风格的饰品个性十足又浪漫甜美,对小饰品批发产品的质量要求较高,是所有年轻MM们不可抗拒的魅力装点。
  饰品批发以手工搭配为主,大多产品都是以配件韩国饰品搭配而成,变化多样,所以看起来有好多相似点。
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在矿业和冶金工业中,磁力泵也是使用最多的设备。矿井需要用离心泵排水,在选矿、冶炼和轧制过程中,需用化工泵来供水先等。
  在电力部门,核电站需要核主、二级螺杆泵、三级泵、热电厂需要大量的锅炉给水潜水泵、冷凝水泵、循环水泵和灰渣泵等。
  在国防建设中,飞机襟翼、尾舵和起落架的调节、军舰和坦克炮塔的转动、潜艇的沉浮等都需要用油泵。高压和有放射性的液体,有的还要求泵无任何泄漏等。
  在船舶制造工业中,每艘远洋轮上所用的耐腐蚀泵一般在百台以上,其类型也是各式各样的。其它如城市的给排水、蒸汽机车的用水、机床中的润滑和冷却、纺织工业中输送漂液和染料、造纸工业中输送纸浆,以及食品工业中输送牛奶和糖类食品等,都需要有大量的泵。
  总之,无论是飞机、火箭、坦克、潜艇、还是钻井、采矿、火车、船舶,或者是日常的生活,到处都需要用泵,到处都有 水泵在运行。正是这样,所以把泵列为通用机械,它是机械工业中的一类生要产品。
  设计院在设计装置设备时,要确定泵的用途和性能并选择泵型。这种选择首先得从选择隔膜泵的种类和形式开始,那么以什么原则来选泵呢?依据又是什么?
我司一直从事拖链|防护罩|排屑机|塑料拖链|钢铝拖链的生产设计与研发,先后已为国内重大企业提供资助,建立的深厚的合作关系.在全球家喻户晓.
确定化工离心泵的台数和备用率:
  a、对正常运转的计量加油泵,一般只用一台,因为一台自吸式离心泵与并联工作的两台小管道油泵相当,(指扬程、流量相同),自吸式排污泵效率高于潜水排污泵,故从节能角度讲宁可选一台自吸式磁力泵,而不用两台耐高温磁力泵,但遇有下列情况时,可考虑两台不锈钢多级离心泵并联合作:流量很大,一台泵达不到此流量。
  b、对于需要有50%的备用率大型多级离心泵,可改两台较小的自吸化工泵工作,两台备用(共三台)
  c、对某些大型耐腐蚀自吸泵,可选用70%流量要求的玻璃钢液下泵并联操作,不用备用泵,在一液下式排污泵泵检修时,另一台泵仍然承担 生产上70%的输送。
  d、对需24小时连续不停运转的卧式离心清水泵,应备用三台氟塑料磁力泵,一台运转,一台备用,一台维修。
  8、一般情况下,客户可提交其“选磁力驱动循环泵的基本条件”,由我司给予选型或者推荐更好的耐腐蚀污水泵 产品。如果设计院在设计装置设备时,对卧式化工离心泵的型号已经确定,按设计院要求配置。
  四、玻璃钢耐酸泵的维护管理
  泵要分为电与机两个方面,对于机的方面,主要把以前的维护记录调出来比对一下就知道了。 玻璃钢耐酸泵其次就是电的方面了 ,要了解每台防爆管道油泵电机的功率,对他的控制系统有一定的了解.
确定选用什么系列的不锈钢多级泵后,就可按最大流量,(在没有最大流量时,通常可取正常流量的1.1倍作为最大流量),取放大5%—10%余量后的扬程这两个性能的主要参数,不锈钢多级泵在型谱图或者系列特性曲线上确定具体型号。操作如下:
  利用立式多级离心泵特性曲线,在横坐标上找到所需流量值,在纵坐标上找到所需扬程值,从两值分别向上和清水泵向右引垂线或水平线,两线交点正好落在水泵厂特性曲线上,则该塑料磁力泵就是要选的水泵厂,但是这种理想情况一般很少,通常会碰上下列两种情况:
  第一种:交点在特性曲线上方,这说明气动隔膜泵流量满足要求,但清水泵扬程不够,此时,手摇油泵若扬程相差不多,或相差5%左右,仍可选用,若扬程相差很多,则选扬程较大的手摇油泵。或设法减小管路阻力损失。
  第二种:交点在特性曲线下方,在上海水泵厂特性曲线扇状梯形范围内 ,就初步定下此型号,然后根据扬程相差多少,上海水泵厂来决定是否切割叶轮直径,
  若扬程相差很小,就不切割,若热水泵扬程相差很大,就按所需Q、H、,根据其ns和切割公式,上海水泵切割叶轮直径,若交点不落在扇状梯形范围内,应选扬程较小的上海水泵。选离心泵厂家时,有时须考虑生产工艺要求,选离心泵厂家用不同形状Q-H特性曲线。热水泵
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It takes all kinds to make a world.............................................................

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Poverty is stranger to industry.............................................................

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