<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0012-7353</journal-id>
<journal-title><![CDATA[DYNA]]></journal-title>
<abbrev-journal-title><![CDATA[Dyna rev.fac.nac.minas]]></abbrev-journal-title>
<issn>0012-7353</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional de Colombia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0012-73532015000500023</article-id>
<article-id pub-id-type="doi">10.15446/dyna.v82n193.53494</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[HMI/ SCADA standards in the design of data center interfaces: A network operations center case study]]></article-title>
<article-title xml:lang="es"><![CDATA[Estándares HMI/SCADA para el diseño de interfaces en los centros de datos: El centro de control y operaciones como caso de estudio]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Filali-Yachou]]></surname>
<given-names><![CDATA[Said]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González-González]]></surname>
<given-names><![CDATA[Carina S.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lecuona-Rebollo]]></surname>
<given-names><![CDATA[Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,University of La Laguna Department of Computer Science Engineering and Systems ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="A02">
<institution><![CDATA[,Institute of Technology and Renewable Energies Department of Engineering ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>10</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>10</month>
<year>2015</year>
</pub-date>
<volume>82</volume>
<numero>193</numero>
<fpage>180</fpage>
<lpage>186</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0012-73532015000500023&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0012-73532015000500023&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0012-73532015000500023&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[This paper presents an evaluation of interfaces at the Network Operations Center NOC (Network Operations Center) in terms of HMI standards and related regulations, as well as the ergonomic monitoring GEDIS guide. The Centre of Operations NOC at the Institute of technology and renewable energy (ITER) is responsible for monitoring the various infrastructures of the Data Centre such as the air conditioning, power supply, fire protection, security, technical centers, wind farms, photovoltaic plants, and different infrastructures deployed around the submarine cable belonging to the Consortium Cana-Link (the cable that connects the mainland and Canary Islands, the earth ring and the Network IRIS). To unify systems and facilitate the NOC personal's daily tasks, the ITER has been using the BMS system for SCADA software. However, BMS is a software specialist in the management of buildings, and as such BMS software was substituted by the new specialized system designed after this evaluation.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[En este artículo se presenta la evaluación de las interfaces de la sala del Centro de Operaciones NOC (Network Operations Center) del NAP (Network Access Point de Canarias), siguiendo estándares y normativas HMI, así como la guía ergonómica de supervisión GEDIS. En base a los resultados obtenidos, se presenta un prototipo de mejora de la interfaz actual.El Centro de Operaciones NOC del Instituto Tecnológico y de Energías Renovables (ITER) se encarga de monitorizar las diversas infraestructuras del Data Center como son la climatización, suministro eléctrico, protección contra incendios, seguridad, centros técnicos, parques eólicos, plantas fotovoltaicas, así como las distintas infraestructuras desplegadas alrededor del cable submarino perteneciente al consorcio de Cana-Link (el cable que une la Península y Canarias, el anillo terrestre y la Red IRIS). Para unificar algunos de estos sistemas y facilitar la tarea diaria de supervisión, se emplea un software SCADA especializado en la gestión de edificios.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Ergonomic]]></kwd>
<kwd lng="en"><![CDATA[HMI]]></kwd>
<kwd lng="en"><![CDATA[SCADA]]></kwd>
<kwd lng="en"><![CDATA[Human Factors]]></kwd>
<kwd lng="en"><![CDATA[Standards]]></kwd>
<kwd lng="en"><![CDATA[Engineering of the Usability]]></kwd>
<kwd lng="en"><![CDATA[Industrial Automation]]></kwd>
<kwd lng="es"><![CDATA[Ergonomía]]></kwd>
<kwd lng="es"><![CDATA[HMI]]></kwd>
<kwd lng="es"><![CDATA[SCADA]]></kwd>
<kwd lng="es"><![CDATA[Factores Humanos]]></kwd>
<kwd lng="es"><![CDATA[Estándares]]></kwd>
<kwd lng="es"><![CDATA[Ingeniería de Usabilidad]]></kwd>
<kwd lng="es"><![CDATA[Automatización Industrial]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p><font size="1" face="Verdana, Arial, Helvetica, sans-serif"><b>DOI:</b> <a href="http://dx.doi.org/10.15446/dyna.v82n193.53494" target="_blank">http://dx.doi.org/10.15446/dyna.v82n193.53494</a></font></p>     <p align="center"><font size="4" face="Verdana, Arial, Helvetica, sans-serif"><b>HMI/ SCADA standards in the design of data center   interfaces: A network operations center case study</b></font></p>     <p align="center"><i><b><font size="3" face="Verdana, Arial, Helvetica, sans-serif">Est&aacute;ndares   HMI/SCADA para el dise&ntilde;o de interfaces en los centros de datos: El centro de   control y operaciones como caso de estudio</font></b></i></p>     <p align="center">&nbsp;</p>     <p align="center"><b><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Said Filali-Yachou <i><sup>a</sup></i>, Carina S. Gonz&aacute;lez-Gonz&aacute;lez <i><sup>a </sup></i>&amp; Carlos Lecuona-Rebollo <i><sup>b</sup></i></font></b></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><sup><i>a </i></sup><i>Department of   Computer Science Engineering and Systems, University of La Laguna, San   Cristobal de La Laguna, Spain, <a href="mailto:saidfilali88@gmail.com">saidfilali88@gmail.com</a>, <a href="mailto:cjgonza@ull.edu.es">cjgonza@ull.edu.es</a>    <br>   <sup>b </sup>Department of   Engineering, Institute of Technology and Renewable Energies, Tenerife, Spain. <a href="mailto:clecuona@iter.es">clecuona@iter.es</a></i></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>Received: February 18<sup>th</sup>, 2015. Received in   revised form: March 16<sup>th</sup>, 2015. Accepted: September 26<sup>th</sup>,   2015</b></font></p>     ]]></body>
<body><![CDATA[<p align="center">&nbsp;</p>     <p align="center"><font size="1" face="Verdana, Arial, Helvetica, sans-seriff"><b>This work is licensed under a</b> <a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License</a>.</font><br />   <a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/"><img style="border-width:0" src="https://i.creativecommons.org/l/by-nc-nd/4.0/88x31.png" /></a></p> <hr>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>Abstract    <br>   </b></font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">This paper presents an evaluation of interfaces at the   Network Operations Center NOC (Network Operations Center) in terms of HMI   standards and related regulations, as well as the ergonomic monitoring GEDIS   guide. The Centre of Operations NOC at the   Institute of technology and renewable energy (ITER) is responsible for   monitoring the various infrastructures of the Data Centre such as the air   conditioning, power supply, fire protection, security, technical centers, wind   farms, photovoltaic plants, and different infrastructures deployed around the   submarine cable belonging to the Consortium Cana-Link (the cable that connects   the mainland and Canary Islands, the earth ring and the Network IRIS). To unify systems and facilitate the NOC   personal's daily tasks, the ITER has been using the BMS system for SCADA   software. However, BMS is a software specialist in the management of buildings,   and as such BMS software was substituted by the new specialized system designed   after this evaluation.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><i>Keywords: </i>Ergonomic,   HMI, SCADA, Human Factors, Standards, Engineering of the Usability, Industrial   Automation.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>Resumen    <br>   </b></font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">En este   art&iacute;culo se presenta la evaluaci&oacute;n de las interfaces de la sala del Centro de   Operaciones NOC (Network Operations Center) del NAP (Network Access Point de   Canarias), siguiendo est&aacute;ndares y normativas HMI, as&iacute; como la gu&iacute;a ergon&oacute;mica   de supervisi&oacute;n GEDIS. En base a los resultados obtenidos, se presenta un   prototipo de mejora de la interfaz actual.El Centro de Operaciones NOC del   Instituto Tecnol&oacute;gico y de Energ&iacute;as Renovables (ITER) se encarga de monitorizar   las diversas infraestructuras del Data Center como son la climatizaci&oacute;n,   suministro el&eacute;ctrico, protecci&oacute;n contra incendios, seguridad, centros t&eacute;cnicos,   parques e&oacute;licos, plantas fotovoltaicas, as&iacute; como las distintas infraestructuras   desplegadas alrededor del cable submarino perteneciente al consorcio de   Cana-Link (el cable que une la Pen&iacute;nsula y Canarias, el anillo terrestre y la   Red IRIS). Para unificar algunos de estos sistemas y facilitar la tarea diaria   de supervisi&oacute;n, se emplea un software SCADA especializado en la gesti&oacute;n de   edificios.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><i>Palabras clave: </i>Ergonom&iacute;a, HMI, SCADA, Factores Humanos,   Est&aacute;ndares, Ingenier&iacute;a de Usabilidad, Automatizaci&oacute;n Industrial.</font></p> <hr>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>1. Introduction</b></font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The objective of this work is to analyze and apply the NOC   HMI/SCADA systems by applying different usability and accessibility techniques   and standards. Additionally, we want to identify the main interface problems,   and based on the results of the evaluation, give recommendations for   improvement. Specifically, in this work we have applied the ergonomic design   guide (GEDIS), as well as several standards and proposals for the improvement   of the actual control system rooms. Based on the results, a prototype is   presented to improve the existing interface used by NOC (Network Operations   Centre) operators.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In the human supervision and monitoring tasks that take   place in the industrial control rooms, there are aspects of security and   physical ergonomics involved in the tasks, as well as factors relating to the   engineering of usability, ergonomics and cognitive areas. These disciplines   provide guidelines to apply and improve the design of the control room; these   are focused on the user &#91;1&#93;.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">SCADA (Supervising, Control and data acquisition) &#91;2&#93;   is the software used in these types of tasks and rooms. SCADA allows the   industrial processes to be supervised and controlled from a distance and helps   provide real time feedback at field level (sensors and actuators).</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The task of informing the operator of all activities in an   industrial process is performed by the Human-Machine Interface (HMI). As such,   good communication is necessary between the operator and the automated control   system. This communication process makes it possible to analyze different   anomalies and modify parameters related to the control process. From a   normative and operative point of view, the supervision is a delicate and   essential task. So, this work guarantees the quality and efficiency of the   process, and the operator is usually the decision maker with regards to the   control actions.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Therefore, the HMI system must contain both graphical and   numerical components. Also, the HMI must use standardized and clear terminology   for the end user. In addition, it is recommended that the process and control   variables should be as clear as possible for the user. And, also, a historical   record of variables' variations should be kept in order to study their behavior   and make the respective predictions.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>2. Standards   HMI/SCADA for industrial contexts</b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In this section we present those norms and standards that   describe the HMI problem and present several norms, standards and criteria for   industrial human supervision. We later describe some of the most important   guides in industrial environments. </font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The ISO 11064 standard establishes principles,   recommendations and requirements to be applied in the design of control   centers. This standard proposes general-purpose aspects as well as aspects for   its specific application in industrial control rooms. Ergonomics is principally   used as physical ergonomics. This standard is divided into 5 basic parts that   are listed below:</font></p>     <blockquote>       ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">&rarr; Part     1: Principles for the design of control centers.    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">&rarr; Part     2: Principles for management control rooms and annexes.    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">&rarr; Part     3: Layout of the control rooms.    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">&rarr; Part     4: Distribution and size of the jobs.    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">&rarr; Part     5: Displays and controls.</font></p> </blockquote>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">This work has been based on Part 5, through the analysis   of the NAP's current BMS. Please note that Part 5 has ergonomic principles and   contains provisions and recommendations on indicators and controls as well as   their interaction in the design of hardware and software of control centers.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The UNE-EN 9241 is important for work with DDSs (Data   Display Screens) since we have to consider a number of issues that can   negatively influence the physical and mental capacity of the person who is   working with a DDS. To avoid possible physical disorders such as   muscular-skeletal, visual and eye problems, fatigue, as well as others, and   considering ergonomic studies, the European Committee for Standardization, in   collaboration with the International Organization for Standardization (ISO)   promoted the development of the ISO 9241 and the EN-ISO 9241 standards,   &quot;Ergonomics Requirements of visual display terminals (VDT's) used for   office tasks&quot;. These standards establish the ergonomic requirements for   DDS equipment used in office activities, to ensure that users can develop their   business safely, efficiently and comfortably. The receivers are the various   actors involved in the design, manufacture, acquisition, and use of DDS   equipment, as well as those responsible for directing and supervising the   activities. While a significant portion of the content of the standard is   dedicated to designing DDS equipment, the physical aspects of job design, the   physical environment and the management and organization of work with other   teams are also addressed.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The European standard EN-ISO 9241, approved by the   European Committee for Standardization, should be taken entirely as standard by   European countries' standardization bodies. In Spain, this rule is called   UNE-EN 9241. The existence of potential problems mentioned above, coupled with   the large size of the group of employees currently working with computer   screens, justifies the existence of specific legislation on the subject. In   Spain, the Royal Decree 488/1997, of April 14, and transposing Directive 90/270   / EEC both refer to the minimum safety and health requirements for work with   display screens. This European Directive is the fifth individual Directive   under the Framework Directive 89/391 / EEC on the introduction of measures to   encourage improvements in the safety and health of workers at work. Both derive   from the Directorate General V of the EU Council, and contain directives on   safety and health at work.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Royal Decree 488/1997, of April 14, is currently the only   legal standard governing Spain, and specifically refers to jobs that involve   DDS. This norm addresses issues relating to the ergonomic designs in these   types of jobs. However, ergonomic designs in these jobs require the use of more   detailed specifications, which are also included in the rule.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">There are other rules that apply in the areas of usability   and cognitive ergonomics, these are:</font></p> <ul>       ]]></body>
<body><![CDATA[<li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> ISO     13407: This provides a guide to achieving quality in use by incorporating     iterative activities involved in User-Centered Design (DCU).</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> ISO     10075-1: Ergonomic principles that are related to mental workload.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> The     DTS ISO 16071: Guidance on accessibility for human-machine interfaces. This     Technical Specification (derived from ANSI HFS 200) provides guidelines and     recommendations for the design of systems and software that allow users with     disabilities to be able to access information systems (with or without     assistive technology). It includes users with low vision, hearing impaired     users, deaf users, users with physical and cognitive disabilities, and elderly     people.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> IEC     TR (International Engineering Consortium Technical Report) 61997: This     technical report provides general </font> <font size="2" face="Verdana, Arial, Helvetica, sans-serif">principles and detailed design guidelines for the selection of the means of     communication, and the mechanical, graphical and auditory user interfaces.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> Human     Factors Design Standards (HFDS): Human factors principles and practices are     integrated into the procurement, design, development, and testing of the United     States Federal Aviation Administration (FAA) systems, facilities, and     equipment.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> Human     Interface Design Review Guidelines (NUREG 0700): Human factors engineering     (HFE) on aspects relating to nuclear power plants are in accordance with the     United States standard review plan.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> Safety     Automation System (SAS) NORSOK: This petroleum industry of Norway standard     covers technical requirements and establishes a basis for engineering related     to safety and automation system design.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> Man     System Integration Standard (NASA-STD-3000): This standard provides user     information to ensure the proper integration of the man-system interface with     other aerospace disciplines.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> The     EEMUA 191&#91;3&#93; standard is a set of     guidelines for alarm management. This work has evaluated D-ALiX system alarms     and events, which measures the ratios set by the EEMUA standard, the average     number alarms per hour, the maximum number of alarms per hour, operator     response time, etc.</font></li>       <li><font size="2" face="Verdana, Arial, Helvetica, sans-serif"> The     GEDIS guide &#91;4&#93;:     This guide provides a methodology based on the area of knowledge of ergonomic design and interface monitoring.     GEDIS encompasses aspects of interface design, cognitive ergonomics, usability     and human-computer interaction to improve reliability and efficiency of the     systems in the control room. This methodology collects and takes into account     the principles of previous standards, and it is specifically designed to     supervise a control room. For this reason GEDIS has been chosen for our work as     a reference guide to assess and improve the control room interfaces and the     monitoring system.</font></li>     ]]></body>
<body><![CDATA[</ul>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In the next section, the NAP current control system (BMS)   is described. The GEDIS is applied to this BMS to assess the accomplishment of   HMI standards and to see areas that should be improved. Then, prototypes are   described, that have been developed as a solution to the problems identified in   the assessment.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>3. Case of study:   the NOC at ITER</b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The Operations Center (NOC) at the Technological Institute   of Renewable Energies (ITER) is responsible for monitoring several Data Center   infrastructures, such as: air conditioning, power supply, fire protection,   security, technical centers, wind farms, photovoltaic plants, and different   infrastructures deployed around the consortium of Cana-Link (the cable between   the mainland and the Canary Islands, ground ring and the IRIS Network)   submarine cable. To unify some of these systems and facilitate the daily task   of NOC personnel, ITER SCADA software is used as a BMS system (<a href="#fig01">Fig. 1</a>). The BMS   is specialized in building management software. The principle of operation of   this type of software is similar to other   technologies that specialize in industrial automation (i.e., it has a graphical   environment that allows drivers to be programmed, as well as the typical   instrumentation for these types of projects).</font></p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><a name="fig01"></a></font><img src="/img/revistas/dyna/v82n193/v82n193a23fig01.gif"></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The application is divided into five modules: a) module   reading network, b) module data analysis and storage, c) data block, d) reports   module, and e) user interface module (<a href="#fig02">Fig. 2</a>). Three of these interface modules   (module data analysis and storage, module data and reporting module) have Web   Services (WS). The module of network decoder handles the ALiX &#91;5&#93; network data collection   devices. This module periodically interrogates the network obtaining status,   alarms and variables, and this information is sent to the data analysis and   storage module for processing. Based on the analysis of the variables, new   alarms are generated and added to existing ones and the importance (weight) is   assigned. Finally all this information is stored in the Data Module.</font></p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><a name="fig02"></a></font><img src="/img/revistas/dyna/v82n193/v82n193a23fig02.gif"></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The analysis and data storage module is also responsible   for storing the raw data for the last reading of each of the devices on the   network. Only the last reading of each device is stored, which eliminates the   previous data from other devices in the raw. This information can render a real   time image of what is happening on the network.</font></p>     <p><img src="/img/revistas/dyna/v82n193/v82n193a23tab00.gif"></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The following statements reflect the relationships between   the modules in <a href="#fig01">Fig. 1</a> and protocols that use:</font></p>     <blockquote>       <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">A) MLR =&gt;ALiX     Net: Interrogate HTTP, SNMP and Modbus    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">B) MLR =&gt; MAA:     HTTP-XML message Shipping WS    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">C) MAA =&gt; BD     Treal: Query SQL ADODB    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">D) MAA =&gt; BD:     Query SQL ADODB    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">E) &lt;=&gt; MAA     MDD: Bidirectional HTTP-XML message sending WS    <br>     </font><font size="2" face="Verdana, Arial, Helvetica, sans-serif">F) MDD &lt;=&gt;     MDI: Bidirectional HTTP-XML message sending WS.</font></p> </blockquote>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The Data Module (R / W), from the stored information,   provides all the methods to obtain useful information for the user (last   alarms, unacknowledged alarms, historical events, etc.), the user interface   module reporting and also makes use of this information for their operation.   The Data Module also provides methods to interact with network devices (off /   on groups, change set points, etc.) and, through the WS interface, three of the   modules allow external applications to provide and obtain application data.</font></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>4. Applying the GEDIS guide and EMMUA to the   NOC's BMS and SCADA systems </b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The GEDIS guide   has been prepared to design information systems centered on the user &#91;6&#93;, focus on the formalization of ergonomic   criteria &#91;7&#93; work, and the Nielsen's &#91;8&#93; heuristic guidelines. One of the   differences from the previously developed methodologies is that the GEDIS guide   provides generic guidelines on ergonomic design criteria, and offers a   numerical evaluation method to assess the quality of the interface.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The guide is divided into 2 parts. In the first part, a   set of selected indicators for multimedia interfaces design guidelines used by   computer engineers and computer experts interacting person are detailed &#91;9&#93;. Moreover, the second part of   GEDIS shows the quantitative measures of evaluation to give a final numerical   value. This final value allows the designer / user to evaluate possible   improvements in the monitoring interface. So, this value allows for a   comparison with other interfaces. The evaluation is expressed in numeric form   (quantitative format) or in a qualitative format. The equations to measure the   indicators are the following:</font></p>     <p><img src="/img/revistas/dyna/v82n193/v82n193a23eq0102.gif"></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The first equation determines the value of each indicator   using the sum of the respective sub-indicators, divided by the number of   sub-indicators for each indicator. In the second equation, the total global   assessment of the interface is determined as the result of the sum of the   indicators divided by the number of indicators.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Both equations include identical weight indicators and   sub-indicators, which are intended to cover different aspects of the interface   design.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Below, <a href="#tab01">Table 1</a> shows the results obtained for the current   BMS considering the GEDIS indicators guide, where a = appropriate, m = medium   and na = not appropriate.</font></p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><a name="tab01"></a></font><img src="/img/revistas/dyna/v82n193/v82n193a23tab01.gif"></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The evaluation obtained in <a href="#tab01">Table 1</a>, was performed by the   BMS supervisor, six NOC operators and the designer of the system, using the criteria   contained in the GEDIS guide and standards regulations. The results obtained   through the quantitative evaluation of the BMS are correct at a general level,   but the evaluation detected areas for improvements for the Text and Status   Devices indicators.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The improvement changes introduced in the Text and Status   Devices indicators were the following: a) the display of incidents increased   the font size for alarm events, warning and without communication; b) the   status indicator devices were optimized to use the BMS Server resources.   Previously the &quot;Unifilar&quot; and the D-ALiX SCADA screens were working   at a very low level when they established communications with Modbus gateways   level devices. Our work has changed the work logic so that the device status is   queried in terms of SQL queries in the database, as well as their spread to   usability.</font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Also, besides the application of the GEDIS guide,   international standards have been taken into account, such as ISO 11064 and 191   EEMUA &#91;10&#93;. The evaluation of the   performance of BMS Alarm Systems has yielded positive results. These results   include the fact that the number of alarms that may occur in 10 minutes is less   than 2, and, as such, the system is manageable for operators. The number of   alarms that may occur during the first 10 minutes after the first critical   alarm that occurred is dependent on equipment fails. In the system that was   analyzed there are 7 alarms that could trigger. Therefore, this is a lower   number than the value established by the EEMUA 191 standard, which has a   10-alarm maximum. So, the management system is predictable.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>5. Design and development   of new user interfaces</b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Once evaluated, the BMS interface, and various   improvements to the redesign of the interface of several screens have been   proposed, as well as their relocation. Thus, the old SCADA system display used   in the NOC for the monitoring of the Power Plants was improved and integrated   in the BMS. For example, in the old interface, the detection of an alarm on the   plant &quot;Suelo&quot; was painted a red pixel color, which is difficult to be   detected quickly by the human eye. For this reason, it is necessary to show the   view in order to display this alarm. Therefore, the Wonderware SCADA system was   substituted with this new system.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Currently, with the new screen, the NOC operator can   easily detect the alarms, reminders or communication failures of both inverters   as well as the photovoltaic plants. Also, with this new screen, you can see the   production of solar power plants, temperatures of inverters and solar   irradiation in real time.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">To develop a prototype that includes the improvements identified   in the NAP's SCADA systems, it has also had been necessary to contemplate the   integration of the same system into the BMS. The technologies used for this   development have been popular Web technologies such as PHP 5.5, HTML5, CSS3,   JavaScript and MySQL, in addition to a specific library of PHP that works on a   ModbusPhpModbus level.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">ITER opted for this solution because of the staff's   previous knowledge of these technologies, as well as the need to develop their   own software, independent of any manufacturer and with no license cost. Above   all, this solution was chosen due to scalability; since the D-Alix has deployed   just a 1st phase, for the future it will expand up to 2 more phases and,   therefore, in the BMS the number of devices that may be added is unlimited. The   number of devices that can be added limit the amount of available resources.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b><i>5.1. Improvement   of SCADA system Photovoltaic Plants</i></b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In an assessment carried out in all the ITER SCADA   systems, the Wonderware photovoltaic plants system is the one that is less   usable and that is more complex to work with, as well as being the one that has   received the most negative comments. The most appropriate solution to this   system has been the integration of new screens in the BMS, as well as skips in   a new solution SCADA. For the realization of these new displays, the   methodology carried out was to conduct focus groups formed by members of the   NOC, as well as with the supervisors of the BMS, in order to analyze the   problematic aspects of the interface and then perform several mockups or   sketches of screens with different proposals. Once the Mockup of the screen   design was selected, it proceeds to translate the sketch into a web design,   making use of HTML5 and CSS3. This screen allows the NOC operator to know the   status of the inverter and the plant, the total production, production of the   inverter and solar irradiation of the plant's location. In this way, with this   screen and the drop-down window of each inverter, the 3 levels of the   Wonderware system are suppressed, in addition to obtaining a clean screen and being   able to easity detect alarms.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The next step, to locate all the devices, was the complete   inventory of all inverters that form the photovoltaic plants, as well as the   identification of all the Modbus gateways - TCP/IP. Because the PV power plants   were previously built in Wonderware SCADA, the inventory of all devices was a   difficult task.</font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Before proceeding with the design of the final template,   some tests were carried out with the inverters in the design of a provisional   screen to test if the reading of the alarms of the inverters was correct. The   memory map of the type of inverters was assessed in orderto detect which were   the necessary records for later reading, and then they were integrated into the   database of all the BMS devices .</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">A screen to monitor multiple inverters of different photovoltaic   plants, specifically the Red Farm, was designed. Another screen was designed to   monitor the inverters of the &quot;Fincaroja y verde&quot; plants. </font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Now, we proceed with the insertion of all inverters in the   database, and in this way we store the records of readings associated with each   inverter. The insertions to the database of Devices are the following data:</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><i>Insert   IntoDevices(Id,Name,System,DevicesTypes_Id,Domain,Subdomain,Address,Status)   values (247,&quot;7A&quot;,9,16,2,101,&quot;192.168.24.17   1&quot;,&quot;B&quot;):</i></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Where the data inserted are the identifier of the   inverter, the name of the inverter, the device type, domain, subdomain, and the   IP address of the Modbus - TCP gateway that contains the particular inverter.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">We decided to do a redesign of the dynamic screens, using PHP.   This decision was taken considering future scalability, since you could   automatically try to add new photovoltaic plants, without the need for a screen   redesign but by simply including the new subdomain of the plant, and the   inserts in the database. Previously, with a static screen, it would have been   necessary to create tables for the new plants. Also by making the system with   dynamic screens it will allow a minor preload time for the states of the   inverters.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In the deployment of the new screen, there have been   multiple incidents. One of them is that, at dusk, the inverters do not produce   energy, therefore the BMS detects the non-production as an incident alarm, and   the system would collapse with the total number of alarms from the 542   inverters. So, it was decided to temporarily change the status of all inverters   to off to prevent saturation of the alarm system, and especially the   distraction of the NOC operators.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">To take this problem into account we thought of different   solutions, one of them was to fix the schedule of the inverter readings, but   this solution was not very appropriate, since the changes are not fixed   schedules between summer and winter. Finally a more effective and efficient   solution was found: considering that the number of alarms that are triggered in   the incident is only one, a message of photovoltaic warning was indicated,   which in turn encompasses all of the 542 investor alarms.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">Finally, we proposed a second screen, which also shows the   status of the photovoltaic plant. It could discover the status of a particular   inverter and for that reason a JavaScript Popup was used; when you click on an   inverter it shows the instantaneous power, continuous voltage, the temperature   and the status of the inverter. To monitor the main BMS screen -the Wall- a   screen was designed that monitors the status of each photovoltaic plant.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b><i>5.2. Interfaces   proposal for the ITER cleanroom</i></b></font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The integration of the BMS with the Clean Room takes place   through the alarm monitoring of the data acquisition card of the subsystems of   nitrogen gas and cabin photovoltaic laboratory. This integration should be done   on a screen as well as in the wall of the BMS. This ensures the 24x7 monitoring   of the Photovoltaic Laboratory by the NOC.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In order to monitor these variables, the design,   implementation and integration of a summary screen in the BMS application has   been undertaken for real-time monitoring of the Photovoltaic Laboratory<b>.</b> In addition, it is necessary to add   the integration of audible alarms that are assigned according to how critical   they are.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">In summary, the objective that has been completed with   this integration is the acquisition and monitoring of a company's cabinet gas-control.   Data acquisition will be made through the MPORT -Rev2 III card, which is   properly configured for this purpose. Monitoring is performed via the Modbus   communication protocol TCP/IP. The interfaces have been designed following a   previous mockup to monitor alarms. There are two actuators; one is &quot;Alarm   Reset&quot; and the other &quot;Remote Shutdown&quot;. The first allows the   audible alarm to be reset and the second runs the safety mechanism that   prevents leakage of these gases. So, a screen to monitor the clean room on the   wall was designed.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b><i>5.3. Visualization   of HMI Data of the Big Data Systems</i></b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The D-ALIX supervisors need to know about the consumption   of the different equipment located at the NAP. Tostudy these statistics, the   ITER uses &quot;Pentaho&quot;, which is a suite composed by a set of free   programs to generate business intelligence, including built-in tools to   generate reports, data mining, etc. Due to the fact that &quot;Pentaho&quot; is   running on a different server and in addition to the latency of the graphics of   consumption display, the need to employ a web technology was identified in the   draft D-Alix, in order to integrate these graphs in the BMS.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">For this reason, to integrate the graphics display in this   work a Google API (Google Charts) has been used. Three possibilities were   analyzed to choose which graphics API to use: D3, js and Google Charts. The   last option was selected because of its power. The DalixConsumption database   was used to show the data, which is formed by 136 tables belonging to the   various devices to be monitored. In turn, each table is made up of millions of   records.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The   consumption graphs represent the total consumption of the NAP, D-ALIX climates,   photovoltaic plants, Line NAP to ITER, general NAP services, the supercomputer,   as well as the indicator PUE (Power Usage Effectiveness), which is a variable   defined by the Green Grid as an instrument to measure the   efficiency of data centers. It compares the total energy consumed by a data   center with the amount of energy that actually reaches the IT equipment,   reporting on the amount lost by other computers, such as cooling systems.   Several interface graphics have been implemented to represent the consumption   of serial dispositives employed in the Data Center. For example, <a href="#fig03">Fig. 3</a> represents the line between the ITER and the Network Access Point and <a href="#fig04">Fig. 4</a> specifies the indicator and Power Usage Effectiveness (PUE).</font></p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><a name="fig03"></a></font><img src="/img/revistas/dyna/v82n193/v82n193a23fig03.gif"></p>     <p align="center"><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><a name="fig04"></a></font><img src="/img/revistas/dyna/v82n193/v82n193a23fig04.gif"></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>6. Conclusions</b></font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The GEDIS guide is a methodological approach that combines   the efforts of engineering systems and ergonomics to improve the efficiency of   the human-machine systems in industrial control rooms. </font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">This work was done together with NOC supervisors and   operators. Note that it is essential to reflect on the experience of the   operator of the control room in the supervising task, as well as the technical   team responsible for developing the application.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The relation between the engineering of the usability and   the design of control room allows professionals in various areas such as   systems engineers and computer engineers, together with the ergonomics   professionals, to work with the same approach to develop an optimal industrial   control application.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The application of the GEDIS guide in the case studies   provides a series of indicators over different aspects of the interface that   allows these aspects to be attended to and improved. Also, this guide can be an   index of global quantitative assessment over the state of an actual interface   after applying the corrective measures. For this reason, we believe that it is   an ideal tool to work together with the standard employees of this work to   achieve the evaluation and continuous improvement of systems that are alive and   remain in constant growth.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The valuation obtained after the completion of the   assessment is a very good result. The new system for the NOC makes the   detection of alarms produced easier, compared to the Wonderware SCADA initial screens.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The technologies used for the design of the new   interfaces, PHP, HTML5, CSS3, JavaScript, etc., are all very popular   technologies that are easy to work with. Not using proprietary technologies   from different manufacturers allows for easy integration with the Building   Management System (BMS) that was developed in these popular technologies. This   is shown by the ease of scalability, as well as integration with the hardware   devices. In this case we have been able to demonstrate that a wind and photovoltaic   energy control center used for to monitor a Data Center Systems, as well as a   system of submarine and terrestrial telecommunications is extensible to any   type of control center, for example aircraft, rail, nuclear, maritime   navigation, etc.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The Big Data Systems recorded large amounts of information   on a daily basis, making their representation a difficult task. An easy way to   represent HMI data has been demonstrated in this work, which is fast and   objective for the user to undertake further analysis.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>Acknowledgement</b></font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif">The authors would like to acknowledge the contribution of   the Engineering Department of the Institute of Technology and Renewable   Energies (ITER), for their support with this work.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana, Arial, Helvetica, sans-serif"><b>References</b></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;1&#93;</b> Asensio, P.P., Garc&iacute;a, B.A. y Boladeras, M.D.,   Evaluaci&oacute;n de la usabilidad para la tarea de supervisi&oacute;n humana en sala de   control industrial, 2009.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000126&pid=S0012-7353201500050002300001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;2&#93;</b> Penin,   A., Sistemas Scada, 2011.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000128&pid=S0012-7353201500050002300002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;3&#93;</b> Ponsa,   P., Amante, B. and D&iacute;az, M., Evaluation of the usibility of the human   supervising task in the control room of an industrial room., Revista   Iberoamericana de Autom&aacute;tica e Inform&aacute;tica Industrial (RIAI), 6 (1), pp. 84-93,   2009. DOI: 10.1016/S1697-7912(09)70079-2</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000130&pid=S0012-7353201500050002300003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;4&#93;</b> Ponsa,   P., Vilanova, R., D&iacute;az, M. and Gom&aacute;, A., Interface design improvement in   supervisory control. E-Minds:   International Journal on Human-Computer Interaction, 1 (3), pp. 21-36, 2007,   ISSN: 1697-9613.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000131&pid=S0012-7353201500050002300004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     ]]></body>
<body><![CDATA[<!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;5&#93;</b> Shang,   W., Ding, Q., Marianantoni, A., Burke, J. and Zhang, L., Securing building   management systems using named data networking, IEEE Netw., 28 (3), pp. 50-56,   2014. DOI: 10.1109/MNET.2014.6843232</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000133&pid=S0012-7353201500050002300005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;6&#93;</b> Granollers, T., Lor&eacute;s, J. y Ca&ntilde;as, J.,   Modelo de Proceso de la Ingenier&iacute;a de la usabilidad y de la accesibilidad. MPIu+   a, 2010.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000134&pid=S0012-7353201500050002300006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;7&#93;</b> Scapin   D. and Bastien, J., Ergonomic criteria for evaluating the ergonomic quality of   interactive systems, Behav. Inf. Technol., 1997.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000136&pid=S0012-7353201500050002300007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;8&#93;</b> Nielsen,   J., Usability Engineering. 1994.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000138&pid=S0012-7353201500050002300008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;9&#93;</b> Shneiderman   B. and Plaisant, C., Strategies for evaluating information visualization tools:   Multi-dimensional in-depth long-term case studies, methods Inf. Vis., 2006. DOI: 10.1145/1168149.1168158</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000140&pid=S0012-7353201500050002300009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>&#91;10&#93;</b> Aas,   A.L. and Skramstad, T., A case study of ISO 11064 in control centre design in   the Norwegian petroleum industry, J. Appl. Ergon., 42 (1), pp. 62-70, 2010. DOI: 10.1016/j.apergo.2010.05.003</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000141&pid=S0012-7353201500050002300010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>S. Filali-Yachou</b>,   received his BSc. in Computer Science Eng. in 2014 from the University of La   Laguna, Spain. His research focused on   industrial automation and usability in information systems. He has several   years of experience in the analysis of software development.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>C. S. Gonz&aacute;lez-Gonzalez</b> received her PhD. degree in Computer Science in 2001 from the University of La   Laguna, Spain. She is an associate professor in the Computer Engineering   Department at the University of La Laguna, Spain. Her main focus areas of   research are related to human computer interaction (HCI), natural and adaptive   interfaces, serious games and gamification in Education and gender in HCI.   Also, she has a wide experience in e-learning best practices and LMS systems.</font></p>     <p><font size="2" face="Verdana, Arial, Helvetica, sans-serif"><b>C. Lecuona-Rebollo</b>,   received his BSc. in industrial engineering in 2008 from the University of La   Laguna. After finishing his studies, he did an internship for six months at the   Institut Laue-Langevin Neutrons for Science (ILL) in Grenoble. In this period,   he worked in the Computer Science department developing software for different   scientific purposes. After this period he started to work for the Instituto Tecnol&oacute;gico   y de Energ&iacute;as Renovables in Tenerife, where he is currently working in the ALiX   project. He is responsible for the distributed control system.</font></p>      ]]></body><back>
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