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A smart solution for industrial network efficiency",{"slug":231,"title":232},"2026-05-04T18:33:44.922Z",{"slug":135,"image":-1,"gallery":363,"icon":-1,"featured":144,"title":138,"subtitle":364,"description":139,"content":148,"category":365,"group":29,"date_updated":368},[],"Theory and practice hand at hand.",{"slug":366,"title":367},"resources","Resources","2026-05-04T18:39:44.564Z",{"slug":119,"image":-1,"gallery":370,"icon":-1,"featured":144,"title":123,"subtitle":371,"description":124,"content":148,"category":372,"group":29,"date_updated":373},[],"Key personal in our team.",{"slug":221,"title":222},"2026-05-04T18:44:30.069Z",{"data":375},{"product_group":376,"services_group":414,"articles_items":500,"location_items":509},[377,386,398],{"slug":18,"item_label":378,"product_list":379},"TAP Smart Factory",[380,382,384],{"id":381},"6e0e6bba-c88b-465a-964c-6eff324548ae",{"id":383},"71ca8a29-e7e9-4bf5-8611-2aede7e72c1a",{"id":385},"d51fbfea-3863-4bc5-a6b0-0357e11f0230",{"slug":36,"item_label":37,"product_list":387},[388,390,392,394,396],{"id":389},"1b3d04c5-9703-4fb4-b87b-f0c15c8ce0a7",{"id":391},"92d1ac28-28f9-48d9-ba25-452c48e71114",{"id":393},"6959cc85-dfdb-4d33-8aab-40b59ad55a22",{"id":395},"5db29134-8ffe-4a63-b000-3267d0d74990",{"id":397},"9e11049d-d670-4834-bc4c-c448fbbea148",{"slug":399,"item_label":400,"product_list":401},"t3-b","T3B",[402,404,406,408,410,412],{"id":403},"16e32120-6491-4be5-a2e0-11cf36a4fbea",{"id":405},"230796c8-97d5-4982-9ca4-ffebc5e40bf2",{"id":407},"7b7cd5ef-f693-4bf1-9cd7-250e0aa151ec",{"id":409},"33276467-035d-426e-a471-b75a3c1b723a",{"id":411},"2b4e3e92-07b3-4533-aa5f-c4dafc6c2b52",{"id":413},"afb17f72-767e-4b39-a2e1-ef35a3ac3e82",[415,456,478],{"slug":416,"item_label":417,"service_list":418,"translations":453},"vendors","Vendors",[419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451],{"id":420},"1dd5dbf1-3f06-4581-8de5-4044f0c90ba4",{"id":422},"53dec2da-cf4a-4b50-afd0-c9d3e00f4b30",{"id":424},"77bb4415-4b2b-4a4b-9c20-c85de22e0758",{"id":426},"9c3e330e-0268-47df-9bf7-80f7dd02f814",{"id":428},"1d5d0500-ed2e-4f9d-a1d5-e7cc6ab81483",{"id":430},"8d2340cc-a274-495b-820b-7032cce33336",{"id":432},"63c75ccf-3ad6-4b27-a004-cc1be0f22bb4",{"id":434},"955fe295-c31c-4a7c-a616-fb0a60b7b1b2",{"id":436},"8ebcc374-3ae1-4783-ab8a-e04c0873d5cd",{"id":438},"b701ac4d-e4b6-4f4b-b944-44506b909e28",{"id":440},"d535d8e3-bb6a-47cc-9103-d1519ff8f31f",{"id":442},"1f35c71a-4eb7-41cd-ae77-68b586f53ce9",{"id":444},"67b18a9f-55ae-4449-ad5f-30a7f8e3e69e",{"id":446},"ebd14020-da0b-48f4-967b-6c4dbd3002e2",{"id":448},"8e81423d-9764-4cf6-903a-19a0b04de887",{"id":450},"5f70385e-04fd-4507-96ad-f3c34ebd551f",{"id":452},"2cad7ca4-badf-4548-95d0-ae37d40002ef",[454],{"title":455},"Our Vendors",{"slug":8,"item_label":457,"service_list":458,"translations":475},"General Services",[459,461,463,465,467,469,471,473],{"id":460},"53970215-b605-42e6-8f4d-5f94f2d5aec4",{"id":462},"5ce520d0-997c-46f9-902a-2e0e215a7e73",{"id":464},"d7a20da8-26fb-43ff-80e8-0fe252f83f82",{"id":466},"8378ed0b-3266-4698-9f37-1088f2ecefbd",{"id":468},"5166aa1a-17a0-4d83-a0f6-26e78ba2452e",{"id":470},"caadfc24-4ef7-4915-8b89-19df786664cb",{"id":472},"80cc20f1-c6cf-4def-af9f-0b5c0c78dd73",{"id":474},"1e2657f5-7043-498a-b0c2-63cd03a85625",[476],{"title":477},"List of IT services",{"slug":102,"item_label":479,"service_list":480,"translations":497},"System Support Offers",[481,483,485,487,489,491,493,495],{"id":482},"a7fa329b-0aaa-411f-8498-904d4993516f",{"id":484},"b30f13c9-c3c1-4c2a-b826-926fd545d646",{"id":486},"f17c894d-37a6-4d55-8d79-bf4331534909",{"id":488},"7c47c0c9-6726-4981-9cdf-6b44aeb59bd4",{"id":490},"e27135d9-f518-4222-b68c-13e84015d0ce",{"id":492},"770e11f1-df34-4e8f-adec-94b4218a8bbd",{"id":494},"19641302-c99a-4c5b-a776-94f0454f203e",{"id":496},"1973ca4c-c61d-4971-96be-917162504cf7",[498],{"title":499},"T3Soft cloud integration.",[501,505],{"slug":119,"item_label":120,"category":502,"translations":503},{"slug":221},[504],{"title":123},{"slug":126,"item_label":127,"category":506,"translations":507},{"slug":221},[508],{"title":130},[510,511,512],{"title":109,"phone":110,"email":111},{"title":113,"phone":110,"email":111},{"title":115,"phone":116,"email":111},[514],{"slug":-1,"image":515,"gallery":517,"icon":-1,"featured":144,"title":309,"subtitle":148,"description":148,"content":148,"category":29,"group":29,"date_updated":-1},{"id":516},"3ea797b7-f8d6-4e84-a421-bd0e48b8a0cd",[],[519],{"slug":-1,"image":-1,"gallery":520,"icon":-1,"featured":144,"title":309,"subtitle":148,"description":311,"content":521,"category":29,"group":29,"date_updated":-1},[],"\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A machine stops for 45 seconds. The operator removes a blocked part, presses reset and production continues. Nobody calls Maintenance. Nobody writes a report. Nobody considers it a breakdown. Then it happens another 19 times during the same shift.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Individually, these interruptions seem insignificant. Together, they can consume a surprising amount of production capacity. And because they are short, quickly resolved and often considered part of normal production, micro-stops can remain almost invisible to management.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A major machine failure gets attention. A 45-second stop usually does not.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">But production loses time in both cases.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">What can 45 seconds really cost?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The problem with micro-stops is not their duration—it is their frequency.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Consider an illustrative production line experiencing \u003Cstrong>20 micro-stops per shift\u003C/strong>, each lasting an average of 45 seconds.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The calculation initially looks harmless:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">20 × 45 seconds = 15 minutes per shift.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">But the same line operates three shifts per day:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">15 minutes × 3 shifts = 45 minutes per day.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Across 250 production days, those apparently insignificant interruptions accumulate to:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">187.5 hours of lost production time per year.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">If the line normally produces 120 good units per hour, the theoretical production capacity represented by those interruptions is approximately \u003Cstrong>22,500 units per year\u003C/strong>.\u003C/span>\u003C/p>\n\u003Ctable class=\"MsoNormalTable\" style=\"border-collapse: collapse; mso-table-layout-alt: fixed; border: none; mso-border-alt: solid windowtext .5pt; mso-yfti-tbllook: 1184; mso-padding-alt: 1.4pt 1.4pt 1.4pt 1.4pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext;\" border=\"1\" width=\"325\" cellspacing=\"0\" cellpadding=\"0\">\n\u003Cthead>\n\u003Ctr style=\"mso-yfti-irow: 0; mso-yfti-firstrow: yes;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableHeading\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">What people notice\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border: solid windowtext 1.0pt; border-left: none; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableHeading\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">What production can lose\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003C/thead>\n\u003Ctbody>\n\u003Ctr style=\"mso-yfti-irow: 1;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">One micro-stop\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">45 sec\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 2;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">20 per shift\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">15 min\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 3;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">3 shifts\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">45 min/day\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 4;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">250 production days\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">187.5 h/year\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 5; mso-yfti-lastrow: yes;\">\n\u003Ctd style=\"width: 104.65pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"140\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">At 120 units/hour\u003C/span>\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 138.95pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"185\">\n\u003Cp class=\"TableContents\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">22,500 units/year\u003C/span>\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003C/tbody>\n\u003C/table>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">These figures are illustrative, but they demonstrate why very small losses should not automatically be treated as insignificant.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Why does nobody report a 45-second stop?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Because from the operator's perspective, solving the problem may be faster than reporting it.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A component becomes misaligned. A sensor needs to be reset. Material does not arrive correctly. A product jams briefly. The operator reacts immediately and production continues.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">That is often exactly what an experienced operator should do.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The problem is expecting people to manually record every 30-, 40- or 60-second interruption.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">If an operator experiences 20 such events during a shift, asking for 20 manual downtime reports adds work and can interfere with production itself. As a result, many micro-stops never appear in conventional reports.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">At the end of the shift, the line appears to have been running almost continuously.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Yet the production quantity tells a different story.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Why can a running machine still miss its production target?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A machine does not need to experience a major breakdown to lose Performance.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Suppose a line should produce 120 units per hour. It is available for most of the shift, there is no major failure and the scrap rate is low.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Yet actual output averages only 108 units per hour.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Where did the missing production go?\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Some losses may come from slower cycles. Others may come from brief interruptions that are too small to attract attention individually.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">This is an important part of \u003Cstrong>OEE (Overall Equipment Effectiveness)\u003C/strong>. Long equipment failures clearly affect Availability, while recurring micro-stops and reduced operating speed can appear as Performance losses, depending on how the production process and OEE calculation are configured.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">An \u003Cstrong>OEE software\u003C/strong> solution therefore needs more than a list of major breakdowns. It needs sufficiently detailed production data to reveal the small losses accumulating between them.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">What if Machine 7 stopped 436 times last month?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">One micro-stop tells you almost nothing. Hundreds of similar micro-stops may reveal a production problem.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Imagine that a production report shows no major failure on Machine 7 during the previous month.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">That sounds positive.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Now add another piece of information:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Machine 7 experienced 436 interruptions lasting less than two minutes.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Suddenly the situation deserves investigation.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Perhaps 70% occurred while producing the same product. Perhaps they became more frequent after several hours of continuous operation. Maybe they appeared mainly after a specific changeover or were concentrated around one particular process condition.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">This is why automatic \u003Cstrong>machine downtime monitoring\u003C/strong> is valuable. The system does not need to decide that a 45-second event is important when it occurs.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">It needs to capture the event accurately enough for its importance to become visible later.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">How does Production Management provide the missing context?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Knowing that a machine stopped 436 times is useful. Knowing what production was doing during those stops is much more useful.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Micro-stop information becomes more actionable when it can be connected with work orders, products, shifts, planned quantities and actual production.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Instead of asking:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">“Why does this machine keep stopping?”\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">the production team can ask:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">“Why does this machine keep stopping while producing Product B?”\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">or:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">“Why do micro-stops increase after this particular changeover?”\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">This is where Production Management and OEE complement raw machine data.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The machine provides the event.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Production provides the context.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">OEE shows the effect on performance.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Together, they provide a much stronger foundation for \u003Cstrong>Lean Manufacturing and Kaizen\u003C/strong> activities than a monthly downtime total alone.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Can Factory Intelligence find a pattern hidden inside hundreds of stops?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">436 events may look like 436 separate problems to a person. Factory Intelligence can help determine whether they are actually manifestations of the same recurring pattern.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Once machine events are connected with production history, the number of possible relationships becomes much larger.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Micro-stops can be analyzed in relation to machine, product, work order, shift, cycle time, previous maintenance activity and other available process information.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">This is where \u003Cstrong>Factory Intelligence\u003C/strong> can add another level of analysis.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">For example, the system may help identify that micro-stops become more frequent under a particular combination of production conditions, or highlight an unusual change in the frequency or duration of short interruptions.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The objective is not for AI to invent a root cause.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">It is to search large amounts of production data for patterns that would be difficult and time-consuming for people to identify manually.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">That gives engineers a much better place to start their investigation.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Could micro-stops also be an early warning?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A growing number of small interruptions can sometimes be more interesting than one isolated stop.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Imagine a machine that normally experiences 10 short interruptions per week.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Then the number increases:\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Week 1: 11\u003C/span>\u003C/strong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">\u003Cbr>\u003Cstrong>Week 2: 14\u003C/strong>\u003Cbr>\u003Cstrong>Week 3: 23\u003C/strong>\u003Cbr>\u003Cstrong>Week 4: 38\u003C/strong>\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">There may be a perfectly understandable production reason for the increase. A different product mix, new material or changed operating conditions could explain it.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">But the trend may also deserve maintenance attention.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">When Maintenance information and production history are available together, recurring changes can be investigated before they are simply accepted as the new normal. Over time, the same connected data can also provide the foundation for predictive analysis within Factory Intelligence.\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">How does TAP Smart Factory make invisible losses visible?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">TAP Smart Factory is a modular MES system for real-time production monitoring developed by T3Soft.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">By connecting machine information with OEE, Production Management, Maintenance and Reporting, TAP can provide context around production losses that would otherwise be difficult to see.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">TAP Smart Factory is not an ERP solution. It can complement systems such as \u003Cstrong>SAP\u003C/strong> and \u003Cstrong>Microsoft Dynamics 365 Business Central (formerly Navision)\u003C/strong> while communicating with PLCs, machines, sensors, cameras, printers and other production equipment.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">This creates a connected Smart Manufacturing environment in which short events do not need to disappear simply because nobody had time to write them down.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">A 45-second interruption may not matter.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">Even 20 of them may not seem dramatic during a busy shift.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">But when the same pattern repeats day after day, the calculation changes.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">20 micro-stops per shift can become 187.5 hours of lost production time per year.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">And hundreds of apparently unrelated events may turn out to have something in common.\u003C/span>\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Calibri',sans-serif;\">The most expensive downtime may not be the breakdown everyone remembers. It may be the 45 seconds nobody reports.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoNormal\">\u003Cspan style=\"font-family: 'Calibri',sans-serif;\"> \u003C/span>\u003C/p>",1791200973087]