Artificial intelligence assists in sustainability goals up to safety

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7/01/20

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Innovation

Artificial intelligence assists in sustainability goals up to safety

The use of Artificial Intelligence has already brought significant gains for Vale in several sectors of the company and has the prospect of advancing even further. Only when talking about sustainability, with the project that reduces the fuel consumption of off-road trucks at the company's units, a reduction of more than 74 thousand tons of CO2 per year is expected. The initiative contributes to Vale's goal of reducing direct and indirect emissions by 33% by 2030.

Learn more about carbon initiatives

Security, another key factor for the company, has also been contemplated with an artificial intelligence project. One of the project lines is the prediction of equipment failures, which increases employee safety and business productivity. The system works by capturing data from sensors installed in the equipment and other operation variables. After analyzing this information, with the support of mathematical models, insights are generated that help to predict when equipment may fail. In this way, it is possible to avoid the breakage of equipment, which can cause losses to the business, but mainly damages to employees of the operation.

In the face of so many gains, Vale launched its first Artificial Intelligence Center (AI Center), in Vitória, Espírito Santo. The space is used to develop and monitor the initiatives of this science both in the company's units in Brazil and in other countries. The benefits are obtained by optimizing asset maintenance, improving the management of ore beneficiation and pelletizing plant processes; and improving environmental, health and safety and corporate integrity controls.

Find out more about the AI Center

Se ha producido un error al procesar la plantilla.

The following has evaluated to null or missing:
==> restClient.get("/headless-admin-taxonomy/v1.0/sites/" + groupId + "/taxonomy-vocabularies?filter=name eq 'News topics' or name eq 'Temas de notícias'&fields=id&restricFields=actions,availableLanguages&page=1&pageSize=1").items  [in template "44549#44620#460359" at line 4, column 29]

----
Tip: It's the step after the last dot that caused this error, not those before it.
----
Tip: If the failing expression is known to legally refer to something that's sometimes null or missing, either specify a default value like myOptionalVar!myDefault, or use <#if myOptionalVar??>when-present<#else>when-missing</#if>. (These only cover the last step of the expression; to cover the whole expression, use parenthesis: (myOptionalVar.foo)!myDefault, (myOptionalVar.foo)??
----

----
FTL stack trace ("~" means nesting-related):
	- Failed at: newsTopicVocabularyId = restClient.ge...  [in template "44549#44620#460359" at line 4, column 5]
----

1<#assign

2    images_path = "/documents/d/guest/"

3    namespace = "com_liferay_asset_publisher_web_portlet_AssetPublisherPortlet_" + stringUtil.randomId()

4    newsTopicVocabularyId = restClient.get("/headless-admin-taxonomy/v1.0/sites/" + groupId + "/taxonomy-vocabularies?filter=name eq 'News topics' or name eq 'Temas de notícias'&fields=id&restricFields=actions,availableLanguages&page=1&pageSize=1").items[0].id

5/>

7<#function getDisplayPageUrl asset>

8    <#local

9        assetRenderer = asset.getAssetRenderer()

10        baseViewURL = assetPublisherHelper.getAssetViewURL(renderRequest, renderResponse, assetRenderer, asset, !stringUtil.equals(assetLinkBehavior, "showFullContent"))?split("?")?first?split("/-/")?first

11    />

12    <#return baseViewURL?replace(themeDisplay.getURLPortal(), "")/>

13</#function>

15<#function getCategoryFilterEndpoint asset>

16    <#local

17        newsTopicCategory = asset.getCategories()?filter(category -> category.getVocabularyId() == newsTopicVocabularyId)?first

18        newsTopicCategoryId = newsTopicCategory.getCategoryId()

19    />

20    <#return  "/-/categories/" + newsTopicCategoryId />

21</#function>

23<#function getDDMFormFieldsValue DDMFormFieldsReferencesMap DDMFormFieldValuesMap fieldReference>

24    <#local field = DDMFormFieldsReferencesMap[fieldReference].name />

25    <#return DDMFormFieldValuesMap[field][0].getValue().getString(locale)!"" />

26</#function>

28<#function getCustomDisplayPageDataAttr customDisplayPageJson categoryFilterEndpoint>

29    <#local

30        groupId = customDisplayPageJson.getLong("groupId")

31        uuid = customDisplayPageJson.getString("id")

32        privateLayout = customDisplayPageJson.getBoolean("privateLayout")

33    />

34    <#local customDisplayPageDataAttr>

35        data-vale-custom-display-page='{"groupId":${groupId},"uuid":"${uuid}","privateLayout":${privateLayout?c}}'

36        data-vale-category-endpoint=${categoryFilterEndpoint}

37    </#local>

38    <#return customDisplayPageDataAttr/>

39</#function>

41<section class="vale-widget-noticias-relacionadas bg-verde-vale" id="vale-widget-noticias-relacionadas-${namespace}">

42    <div class="fragment-container overflow-hidden">

43        <div class="container">

44            <div class="titulo d-flex justify-content-between mt-7 mb-5">

45                <h2 class="text-amarelo-vale">

46			            <@liferay.language key="related-news" />

47                </h2>

48                <div class="d-none d-md-flex align-self-center justify-content-end">

49                    <img

50                        class="${namespace} carrossel-card-branco-categoria-button-prev btn btn-primary border-amarelo-vale bg-amarelo-vale mr-3 p-1 rounded-circle"

51                        src="${images_path}seta-2-esq_bra"

52                        alt="button-prev"

53												loading="lazy"

54                    />

55                    <img

56                        class="${namespace} carrossel-card-branco-categoria-button-next btn btn-primary border-amarelo-vale bg-amarelo-vale p-1 rounded-circle"

57                        src="${images_path}seta-2-dir_bra"

58                        alt="button-next"

59												loading="lazy"

60                    />

61                </div>

62            </div>

63            <div class="swiper ${namespace} carrossel-card-branco-categoria">

64                <div class="swiper-wrapper mb-sm-6">

65                    <#if entries?has_content>

66                        <#list entries as curEntry>

67                            <#assign

68                                assetRenderer = curEntry.getAssetRenderer()

69                                article = assetRenderer.getArticle()

71                                categoryFilterEndpoint = getCategoryFilterEndpoint(curEntry)

73                                DDMFormFieldValuesMap = assetRenderer.getDDMFormValuesReader().getDDMFormValues().getDDMFormFieldValuesMap()

74                                DDMFormFieldsReferencesMap = assetRenderer.article.DDMStructure.DDMForm.getDDMFormFieldsReferencesMap(true)

76                                customDisplayPageJsonString = getDDMFormFieldsValue(DDMFormFieldsReferencesMap, DDMFormFieldValuesMap, "customDisplayPage")

77                                customDisplayPageJson = jsonFactoryUtil.createJSONObject(customDisplayPageJsonString)

79                                hasCustomDisplayPage = customDisplayPageJson.getString("groupId")?has_content

80                                customDisplayPageDataAttr = hasCustomDisplayPage?then(

81                                    getCustomDisplayPageDataAttr(customDisplayPageJson, categoryFilterEndpoint), "")

83                                displayPageUrl = getDisplayPageUrl(curEntry) + categoryFilterEndpoint

84                            />

85                            <div class="swiper-slide">

86                            <a href="${displayPageUrl}" class="text-decoration-none" ${customDisplayPageDataAttr}>

87                                <div class="box d-flex flex-column justify-content-between p-3">

88                                    <div>

89                                        <p class="text-amarelo-vale mb-2">

90                                            <#assign categories = curEntry.getCategories() />

91                                            <#list categories as category>

92                                                <#if category.vocabularyId == newsTopicVocabularyId>

93                                                    ${category.name}

94                                                    <#break>

95                                                </#if>

96                                            </#list>

97                                        </p>

98                                        <p class="text-verde-aqua">

99                                            ${curEntry.getTitle(locale)}

100                                        </p>

101                                    </div>

102                                    <p class="text-cinza-escuro m-0">

103                                        <#assign dataField = DDMFormFieldsReferencesMap['data'].name />

104                                        <#assign data = DDMFormFieldValuesMap[dataField][0].getValue().getString(locale) />

105                                        <#assign date_localized = dateUtil.formatDate("yyyy-MM-dd", data, locale)/>

107                                        ${date_localized}

108                                    </p>

109                                    <img

110                                        class="onda position-absolute"

111                                        src="${images_path}onda_verde"

112																				loading="lazy"

113                                    />

114                                </div>

115                            </a>

116                            </div>

117                        </#list>

118                    </#if>

119                </div>

120            </div>

121            <a

122                class="bg-amarelo-vale border-amarelo-vale btn btn-nm btn-primary mb-6"

123                href="${(locale == 'pt_BR')?then('/todas-as-noticias','/all-then-news')}"

124                target="_blank"

125            >

126                <@liferay.language key="access-all-news" />

127            </a>

128        </div>

129    </div>

130</section>

132<style>

133.vale-widget-noticias-relacionadas .onda {

134    position: absolute;

135    bottom: 1.875rem;

136    right: -0.125rem;

137}

139.vale-widget-noticias-relacionadas .box {

140    background-color: var(--branco);

141    border-left: 10px solid var(--amarelo-vale);

142    height: 14.6875rem;

143    margin-bottom: 2rem;

144}

146.vale-widget-noticias-relacionadas p {

147    display: -webkit-box;

148    line-clamp: 4;

149    overflow: hidden;

150    -webkit-line-clamp: 4;

151    -webkit-box-orient: vertical;

152}

154@media screen and (min-width: 768px) {

155    .vale-widget-noticias-relacionadas .box {

156        border-left: 20px solid var(--amarelo-vale);

157        height: 11.875rem;

158    }

160    .vale-widget-noticias-relacionadas p {

161        line-clamp: 3;

162        -webkit-line-clamp: 3;

163    }

164}

166.vale-widget-noticias-relacionadas .container {

167    overflow: visible;

168}

170.vale-widget-noticias-relacionadas .swiper {

171    overflow: visible;

172}

174.vale-widget-noticias-relacionadas .swiper-slide {

175    width: auto;

176}

178</style>

180<script>

181(function(){

183var swiper = new Swiper(".${namespace}.carrossel-card-branco-categoria", {

184    slidesPerView: 1,

185    spaceBetween: 32,

186    navigation: {

187      nextEl: ".${namespace}.carrossel-card-branco-categoria-button-next",

188      prevEl: ".${namespace}.carrossel-card-branco-categoria-button-prev",

189      disabledClass: "disabled",

190      navigationDisabledClass: "disabled",

191    },

192    pagination: {

193      clickable: true,

194    },

195    slideClass: "swiper-slide",

196    breakpoints: {

197        768: {

198            slidesPerView: 2,

199        },

200        1024: {

201            slidesPerView: 3,

202        },

203    },

204});

206  // Tagueamento

208    const namespace = document.querySelector("#vale-widget-noticias-relacionadas-${namespace}");

210    const section = namespace.querySelector("h2").innerText;

212    const links =  namespace.querySelectorAll("a");

214    const handleEventLinkClick = (title, href) => {

215      Analytics.track("Link", {

216          section: section,

217          rotulo: title + " : " + href,

218      });

219    };

221    links.forEach(link => {

222      const text = link.querySelector('p.text-verde-vale');

223      const title = text ? text.innerText : '';

224      link.addEventListener("click", () => handleEventLinkClick(title, link.href))

225    })

227    // Configurar URL de página de exibição dinâmica

228    const displayPageUrls = namespace.querySelectorAll('a[data-vale-custom-display-page]');

229    displayPageUrls.forEach(displayPageUrl => {

230        const customDisplayPage = displayPageUrl.dataset["valeCustomDisplayPage"];

231        const categoryEndpoint = displayPageUrl.dataset["valeCategoryEndpoint"];

232        Liferay.Service(

233            '/layout/get-layout-by-uuid-and-group-id',

234            JSON.parse(customDisplayPage),

235            layout => {

236                const friendlyURL = layout["friendlyURL"];

237                if (friendlyURL) {

238                    displayPageUrl.href = friendlyURL + categoryEndpoint;

239                }

240            }

241        );

242    })

243})()

245</script>

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Artificial intelligence assists in sustainability goals up to safety

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