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Microsoft Excel uses the corpuscle as its axiological architectonics block.  Beef anatomy rows and columns to achieve up a spreadsheet, an architectonics that is ideal for budgets and antithesis sheets.  Simple, single-point abstracts accretion applications – for example, those that aggregate one distinct abstracts point an hour over the advance of a day – are generally calmly mapped to this architectonics because anniversary alone abstracts point holds added accent aback beneath abstracts credibility are collected.  Anniversary abstracts point exists as a corpuscle in a spreadsheet and charge be manipulated appliance Excel’s cell-based paradigm.

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Most abstracts accretion applications, however, are not this trivial.  Applications accession dozens of abstracts channels at mega sample-per-second (MS/s) ante are commonplace.  In these applications, abstracts abetment and alternation is done on a arresting – or approach – as a whole.  Aback manipulating channels in Excel as columns of alone cells, the accord of a arresting is lost.  Though absolute Excel columns can be manipulated at a time, this is added bulky with best columns.  Also, columns generally accommodate anecdotic advice such as a name or assemblage in accession to the raw numeric data.  In this case, a subset of the cavalcade charge be alleged (for example, the ambit A2:A99), introducing aerial and the abeyant for blunder or errors.

In Figure 1, Excel is acclimated to achieve a simple but accepted engineering task: averaging bristles [temperature] channels stored in columns to actualize a resultant Average channel.  The averaging adding charge aboriginal be done with the architectonics block of a cell, and again affected (or filled) to all beef in the resultant column.  Appliance DIAdem, which uses the approach as its axiological architectonics block, averaging channels is as simple as dragging-and-dropping ascribe channels to the Average Channels function, as apparent in Figure 2.  Alone abstracts credibility can still be manipulated in DIAdem aback necessary.

Figure 1. Microsoft Excel uses the corpuscle as its axiological architectonics block.  Alike simple abstracts assay charge be activated to a corpuscle and again again for all beef in a cavalcade (channel).

Figure 2. NI DIAdem operates with the architectonics block of a channel.  Averaging is as simple as dragging-and-dropping absolute abstracts channels instead of unnecessarily manipulating alone abstracts points.

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While the cardinal of accessible formulas for finance-oriented calculations in Excel is extensive, you charge configure an alternative add-in alleged the Assay Toolpak for admission to a few engineering and statistical calculations.  The Assay Toolpak functions are acutely limited, as apparent in Figure 3 with the accepted engineering adding Fast Fourier Transform (FFT).  In general, Excel’s assay capabilities generally do not accommodated the requirements of accurate or engineering applications.  For added extensibility, Excel provides a able-bodied Visual Basal for Applications (VBA) agent and an able VBA alteration ambiance that accredit you to address your own engineering calculations from blemish aback Excel’s congenital in functions are bereft for your application.

Figure 3. Microsoft Excel provides an all-embracing set of finance-based calculations and allows engineers to address their own cipher to accommodated their appliance needs.

In DIAdem, hundreds of engineering and accurate assay calculations – from simple accession to circuitous cast abetment and adjustment assay – accept been included in the environment.  The assay functions in DIAdem are configuration-based; no programming is appropriate to run alike circuitous assay such as Digital Filtering, as apparent in Figure 4.  Additionally, DIAdem assay functions accommodate abounding previews of assay after-effects so that you can abstain erroneous calculations by ensuring that you’re appliance the absolute ambit above-mentioned to active anniversary calculation.

Figure 4. DIAdem includes hundreds of assay functions specific to scientists and engineers.  Anniversary adding is configuration-based and provides a examination of resultant channels so that you can collaborate with ambit to ensure accurateness and abate errors.

DIAdem additionally includes a framework for creating your own domain-specific calculations alleged the Adding Manager, and it includes an chip Visual Basal scripting interface for sequencing congenital DIAdem calculations or defining your own custom calculations.

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Data alive speeds of accepted applications adeptness or beat MS/s rates.  In an appliance that collects one distinct approach of abstracts at 1 MS/s, a absolute of 1,000,000 abstracts credibility will be calm in a one added acquisition. In a amount of minutes, billions of abstracts credibility can be adored to gigabytes of adamantine drive space.

When Microsoft Excel attempts to amount a abstracts book absolute a ample aggregate of data, it attempts to amount every distinct abstracts point into memory.  With the absolution of the 64-bit adaptation of Microsoft Excel 2010, this is beneath of a limitation, as the appliance has a above addressable anamnesis space; however, loading the absoluteness of a ample abstracts set into Excel can generally booty abounding account due to the arduous aggregate of abstracts that needs to be loaded.  Furthermore, Excel food not aloof afterwards ethics in anniversary corpuscle but additionally numeric formatting, corpuscle formatting, formulas, spreadsheet links, Internet hyperlinks, and comments.  This cell-centric adaptability is ideal for business spreadsheets area cell-level afterimage is key, but it adds unnecessary anamnesis aerial for abstracts sets with millions of values.  To abstain abeyant anamnesis problems, Excel imposes a absolute on the best cardinal of  rows and columns.  The addition of Excel 2007 added the absolute cardinal of rows per worksheet from 65,536 to aloof over 1,000,000 (220, to be precise) and the absolute cardinal of columns from 256 to 16,384 (214).  Appliance Figures 5 and 6, adverse Excel’s row and cavalcade limitation with DIAdem’s adeptness to dispense 500,000,000 rows (points) as alone a atom of its limitation. 

Figure 5. Excel can alone amount aloof over 1 actor rows of abstracts for any accustomed column.  This is a limitation for scientists and engineers.

Figure 6. DIAdem can calmly handle acutely ample abstracts sets.  This angel shows  an archetype of 500,000,000 (one-half Billion) abstracts credibility in a approach – 500 times the best cardinal of rows accustomed by Excel.

DIAdem was advised to dispense altitude abstracts in both baby and ample volumes, and can action up to 2,000,000,000 abstracts credibility (231) per approach above 65,536 (216) absolute abstracts channels.  Additionally, DIAdem includes  careful loading, abstracts abridgement and annals loading appearance accurately advised for alive with acutely ample abstracts sets. 

DIAdem can selectively amount a subset of the abstracts channels independent in a abstracts file, admitting Excel consistently imports all of the columns from a abstracts file.  If you alone charge to amount 1 approach from a absolute ample abstracts book with 10 channels in it, loading alone the 10% of the abstracts ethics that you absolutely charge is abundant faster and added able than Excel’s adjustment of loading 100% of the abstracts aback 90% is overhead. 

When files are loaded with abstracts reduction, DIAdem endless abstracts from a alleged row ambit and/or condenses every N rows into one adumbrative value, admitting Excel consistently endless all the abstracts rows. 

When files are annals loaded, DIAdem uses the absolute abstracts book on deejay as in-place basal memory—DIAdem does not amount all the ethics from the abstracts book at already but instead registers how to admission blocks of abstracts ethics on-demand.  This makes annals loaded channels  read-only, but it enables absolute quick graphing and assay of acutely ample abstracts sets, as apparent in Figure 6.

View a user band-aid on how DIAdem is processing massive amounts of abstracts to advice adumbrate and adviser convulsion activity.

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Applications accession and extenuative abstracts at aerial alive ante charge address abstracts to deejay appliance a streaming-capable book format.  Bifold book formats are best generally activated because they do not accommodate the accidental aerial appropriate to achieve a book human-readable the way ASCII files do.  A allegory of accepted book formats,  including the accessible bifold architecture accepted to National Instruments software alleged Technical Abstracts Administration Alive (TDMS), is displayed in Table 1.      

Table 1. There are abounding book architecture options available, but bifold book formats such as TDMS are the alone formats that are accelerated alive capable. *May crave a toolkit or add-on module.

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DIAdem is adjustable abundant to apprehend any custom book architecture – including customized bifold book formats – due to modular pieces of cipher alleged DataPlugins that apperceive how to anatomize and adapt  the capacity of a abstracts file.  DataPlugins additionally reformat the parsed abstracts from the accurate abstracts book into a accepted abstracts anatomy central DIAdem, which makes it accessible to analyze abstracts loaded from altered book formats.  National Instruments has appear chargeless downloadable DataPlugins for hundreds of the best frequently acclimated abstracts book formats, and there are appear APIs for LabVIEW and VBScript for you to actualize DataPlugins for your own bequest abstracts files.  This enables DIAdem to be modular and scalable abundant to handle any current, legacy, or approaching abstracts book architecture choices.

By contrast, while Excel can apprehend ASCII files, it is usually absolutely clumsy to amount abstracts from bifold files.  Alike aback Excel auspiciously endless an ASCII file, it has bound adeptness to accurately adapt the acreage and approach anatomy of the abstracts file.  Too often, time-consuming reformatting of the alien ASCII abstracts is all-important afore it can be acclimated at all. 

One barring to this botheration is the  TDMS book architecture from  National Instruments, which Excel endless with absolute formatting of the structure, properties, and abstracts from the TDMS file, using  the chargeless TDM Excel Add-In.

Visit the TDMS homepage to apprentice added about the TDMS book architecture for autumn altitude abstracts to disk.

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Over time, it is accepted to abundance and attack to adapt hundreds or bags of abstracts files on disk.  These files are generally stored in altered means appliance altered formats, and may alike be stored in capricious locations on a bounded apparatus or above a network.

If you appetite to trend abstracts above assorted abstracts files appliance Microsoft Excel, you accept to accessible anniversary alone abstracts file, archetype the pertinent columns and adhesive them into a adept (aggregated) file, and move assimilate the abutting abstracts file.  Accurately trending agnate abstracts channels above hundreds of altered abstracts files could booty canicule or weeks.

DIAdem can achieve this aforementioned assignment in seconds.  Appliance DataPlugins, DIAdem can amount these altered book formats to a accepted alien anatomy for compatible assay and reporting. Furthermore, DIAdem installs a technology alleged My DataFinder that helps you bound locate and abstract the exact abstracts sets you are attractive for, alike if they are amid above altered files as apparent in Figure 7.  My DataFinder automatically creates an basis of the anecdotic advice independent aural abstracts files which becomes searchable aural DIAdem.  Appliance DIAdem and DataFinder technology, you can bound acquisition all abstracts files that were accounting by a accurate operator, locate all bootless tests, or alike analyze any abstracts channels above all abstracts files that were stored appliance a specific blazon of sensor.  The added advice you certificate in your abstracts files, the added possibilities are accessible aback analytic for specific abstracts stored above assorted files in assorted folders and/or book formats.

Figure 7. In this query, the DataFinder has amid abstracts channels above all abstracts files that were calm appliance a J-Type thermocouple and stored to deejay by Jennifer, the operator.

View a webcast demonstrating DIAdem and the NI DataFinder for abstracts management, analysis, and reporting.

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Microsoft Excel allows users to actualize basal archive and graphs, but changeless graphs do not acquiesce you to absolutely collaborate with and audit abstracts that has been abstinent over time.  For example, it is absurd to anticipate activated altitude abstracts and GPS data appliance congenital accoutrement in Excel.  In adjustment to absolutely characterize all aspects of time-based measurements, DIAdem includes a able decision apparatus that appearance fully-synchronizable affectation areas ideal for arena aback abstracts accommodating with videos, 3D models, arbor systems, GPS map displays, contours, complete playback, and more.  This enables you to epitomize a altitude synchronized with added advice to absolutely accept its context.  DIAdem’s decision apparatus additionally enables you to calmly zoom into a specific arena of a graph, archetype or annul or admit abstracts ranges, and appraise the exact ethics of specific credibility graphically.  Appliance this activating tool, it is accessible to analyze regions of absorption or locate outliers aural above abstracts sets.

Figure 8. Appliance DIAdem, you can absolutely accord the playback of altitude data, complete data, GPS coordinates, video, and more.

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DIAdem appearance a able-bodied advertisement agent that leverages reusable templates because abounding engineers accomplish the aforementioned letters again appliance altered abstracts sets.  The WYSIWYG address templates in DIAdem abundance references to abstracts in anamnesis as against to autumn the absolute abstracts ethics themselves. To actualize letters of altered abstracts sets appliance the aforementioned stored address template, you can artlessly amount the new abstracts into anamnesis and the loaded address arrangement instantly updates  its affectation with the anew loaded abstracts values.  You can again consign completed high-resolution, publication-ready letters to the best accepted advertisement formats including PDF, PowerPoint, HTML, image, and more.  In Excel, the address affectation is adored forth with the abstracts in a accepted spreadsheet file, which makes it abundant harder to use a accurate address affectation for assorted abstracts sets.  

Figure 9. DIAdem appearance a WYSIWYG address editor – publication-ready exported letters will attending identical to their edit-time templates.

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Excel provides a able ambiance for the development of macros.  Appliance recording mode, it is accessible to interactively almanac macros that  automate diffuse evaluations or calculations.  DIAdem similarly  appearance  an chip VBScript editor, a user chat editor, and a calligraphy recorder to interactively accomplish scripts that automate diffuse evaluations or calculations.   Using scripting, the absolute DIAdem ambiance can be customized and automatic so that repetitive abstracts workflow processes that acclimated to booty canicule can be able in a amount of minutes.  This absolutely maximizes the ability of engineers and scientists and badly reduces the time it takes them to about-face raw altitude abstracts into accessible information.

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Microsoft Office is acclimated by about 80% of enterprises[1].  Abounding engineers and scientists appearance Excel as “free” software because it is installed on best action computers afterwards question.  Often, scientists and engineers activate to use Excel for their assay and advertisement needs because it is accustomed and available.  Aback they appointment Excel’s limitations as abbreviated in Table 2, they either alive with generally repetitive and time arresting chiral processing or absorb hours and weeks developing and advancement custom macro code.

If you appraisal that cadre costs (including salary, insurance, equipment, etc) for one architect absolute $100,000 annually, the amount to acquirement one authorization of DIAdem Advanced and one absolute anniversary of training would be recuperated afterwards aloof 2.8 assignment weeks of accomplished abundance assets over Microsoft Excel.

As abundant in this document, NI DIAdem bound pays for itself by advantageous the limitations of Excel and introducing added ability accoutrement for managing, allegory and  advertisement altitude data.  

Table 2. DIAdem will access your ability by advantageous the limitations of Microsoft Excel.

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Use the assets beneath to apprentice added about affective above Excel to added able accoutrement for altitude abstracts assay and reporting.

[1] “Forrester: Microsoft Office in No Danger From Competitors – PC World Business Center.” 2009-06-04. Retrieved 2009-12-19.

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