SDG 9: Industry, Innovation and Infrastructure — Research Keywords

9Industry, Innovation and Infrastructure

SDG 9: Industry, Innovation and Infrastructure — Research Keywords

Research keywords that map publications to SDG 9 (Industry, Innovation and Infrastructure), from the Sustainability Research Mapping 2023 lists.

197 golden 99 in the Top 100 994 in the Top 1,000
Golden list

Golden keywords

Keywords that identify this goal on their own. A superscript marks other goals that share the keyword.

abiotic depletion12, 13abiotic depletion potential12acidification potential12, 13, 14acidification potential (ap)12, 13, 14attributional life cycle assessment12characterization factors12chinese manufacturing17circular economy (ce)12clean product12clean production12cleaner product12cleaner production12cleaner production (cp)12comparative lca12comparative life cycle assessment12comparative life cycle assessment (lca)12consequential life cycle assessment12corporate sustainability12corporate sustainability performance12corporate sustainability report12cradle to gate12cradle-to-gate12, 13cradle-to-gate life cycle assessment12cradle-to-grave12cumulative energy demand12, 13cumulative energy demand (ced)12ecodesign7eco-design7, 12eco-efficiency8eco-indicator12eco-indicator 9912eco-industrial12eco-industrial park12eco-industrial parks12ecoinvent12ecoinvent database12environmental burdens12environmental hotspot12environmental hotspots12environmental impact categories12, 13environmental life cycle12environmental life cycle assessment12environmental product declaration12environmental profile12eutrophication potential12, 13, 14eutrophication potential (ep)12, 13, 14fossil depletion12, 13freshwater ecotoxicity12freshwater eutrophication12global reporting12global reporting initiative12global reporting initiative (gri)12green infrastructure11green infrastructure (gi)11green infrastructures11green innovation17green supply12green supply chain12green supply chain management12green supply chain management (gscm)12green supply chain management practice12green supply chains12gscm12gscm practices12human toxicity12human toxicity potential12hybrid life cycle assessment12ict4d17impact 200212impact 2002+12impact assessment method12impact categories12, 13impact category12industrial ecology12industrial symbiosis12industrial symbiosis (is)12industrial wastewater treatment6industrial wastewater treatment plant6industrial wastewater6industry wastewater6innovation policies8innovation policy8iso 1030312iso 1099312iso 10993-512iso 1400012iso 1400112iso 14001 certification12iso 1404012iso 1404412iso 1518912iso 1702512iso 2517812iso 262627, 12iso 263112iso 2631-112iso 2700112iso 3100012iso 338212iso 404912iso 5000112iso 657912iso 773012iso 83412iso 900012iso 9000 certification12iso 9000 series12iso 9000 standard12iso 900112iso 9001 standard12iso 9001:200012iso 9001:201512iso 912612iso 924112iso-112lca (life cycle assessment)12lca analysis12lca data12lca framework12lca life cycle assessment12lca method12lca methodology12lca model12lca practitioners12lca software12lca study12lca tool12life cycle assessment12life cycle assessment (lca)12life cycle assessment method12life cycle assessment methodology12life cycle assessment studies12life cycle assessment study12life cycle assessments12life cycle assessments (lca)12life cycle costing (lcc)12life cycle environmental impact12life cycle environmental impacts12life cycle greenhouse gas12, 13life cycle impact12life cycle impact assessment12life cycle impact assessment (lcia)12life cycle impacts12life cycle inventories12life cycle inventory12life cycle inventory (lci)12life cycle inventory data12life cycle perspective12life cycle sustainability12life cycle sustainability assessment12life cycle thinking12life-cycle assessment12life-cycle assessment (lca)12life-cycle assessments12public transport network11public transport networks11public transport service11public transport services11public transport system11public transport systems11public transportation system11public transportation systems11scm practices12simapro12, 13simapro software12s-lca12social life cycle12social life cycle assessment12supply chain sustainability12sustainability performance12sustainability report12sustainability reporting12sustainability reports12sustainable manufacturing12sustainable manufacturing system12sustainable supplier12sustainable supply12sustainable supply chain12sustainable supply chain management12sustainable supply chain management (sscm)12sustainable supply chains12symbiosis network12terrestrial acidification12, 13terrestrial ecotoxicity12, 13the industrial structure8, 17the triple bottom line12triple bottom line12triple bottom line (tbl)12urban green infrastructure11urban infrastructure11urban infrastructures11urban public transport11urban public transportation11wastewater infrastructure6water ecotoxicity12water infrastructure6water infrastructures6
Top 100

Top 100 keywords

The 100 most relevant keywords for this goal, by rank.

  1. 1life cycle assessment
  2. 2industry 4
  3. 3industry 4.0
  4. 4micromachining
  5. 5rapid prototyping
  6. 6microfabrication
  7. 7icrofabrication
  8. 8life cycle assessment (lca)
  9. 9manufacturing technology
  10. 10industrial robot
  11. 11internet access
  12. 12additive manufacturing (am)
  13. 13laser melting
  14. 14discharge machining
  15. 15selective laser melting
  16. 16elective laser melting
  17. 17nanofab
  18. 18nanofabric
  19. 19nanofabrication
  20. 20powder bed
  21. 21digital divide
  22. 22laser clad
  23. 23laser cladding
  24. 24port infrastructure
  25. 25innovation system
  26. 26structure project
  27. 27infrastructure project
  28. 28fused deposition
  29. 29deposition mode
  30. 30deposition model
  31. 31product innovation
  32. 32fused deposition model
  33. 33manufacturing technologies
  34. 34powder bed fusion
  35. 35sport infrastructure
  36. 36transport infrastructure
  37. 37electrical discharge machining
  38. 38open innovation
  39. 39industrial internet
  40. 40additively manufactured
  41. 41selective laser melting (slm)
  42. 42flexible manufacturing
  43. 43infrastructure projects
  44. 44laser sinter
  45. 45emanufacturing
  46. 46laser sintering
  47. 47industrial robots
  48. 48remanufacturing
  49. 49transportation infrastructure
  50. 50green infrastructure
  51. 51nc machine
  52. 52industrial automation
  53. 53infrastructure system
  54. 54deposition modeling
  55. 55industrial internet of thing
  56. 56industrial internet of things
  57. 57cnc machine
  58. 58fused deposition modeling
  59. 59stereolithography
  60. 60fourth industrial
  61. 61advanced manufacturing
  62. 62fourth industrial revolution
  63. 63road infrastructure
  64. 64additive manufacturing process
  65. 65laser powder bed
  66. 66lean manufacturing
  67. 67laser powder bed fusion
  68. 68iiot
  69. 70flexible manufacturing system
  70. 71cleaner product
  71. 72cleaner production
  72. 73distributed control system
  73. 74internet service provider
  74. 75lean production
  75. 76industrial control system
  76. 77smart manufacturing
  77. 78process innovation
  78. 79infrastructure investment
  79. 80reverse logistic
  80. 81urban infrastructure
  81. 82the fourth industrial revolution
  82. 83structure systems
  83. 84innovation systems
  84. 85impact categories
  85. 86reverse logistics
  86. 87infrastructure systems
  87. 88intelligent manufacturing
  88. 89the digital divide
  89. 90water infrastructure
  90. 91sustainable supply
  91. 92web access
  92. 93innovation policy
  93. 94additive manufacturing
  94. 95life-cycle assessment
  95. 96selective laser sinter
  96. 97virtual prototyping
  97. 98selective laser sintering
  98. 99sustainable manufacturing
  99. 100additive manufacture
Top 1,000

Top 1,000 keywords

Rank, keyword and its metrics in Scopus.

994 keywords shown
RankKeywordPapers in the SDG setPapers in all of Scopustf-idf% of Scopus
1closed-loop supply chain2,3742,57918.9492%
2arc additive manufacturing1,8972,06118.9392%
3micromachining process2,1422,34318.9291%
4laser micromachining2,7113,00618.8990%
5micro-fabrication1,8142,01918.8890%
6bulk micromachining1,5061,66318.8891%
7fused filament fabrication (fff)1,4571,60618.8791%
8broadband wireless access1,6051,78718.8790%
9fused filament fabrication2,4402,74518.8789%
10metal additive manufacturing1,9182,16018.8689%
11additive manufacturing (am) process1,2121,31818.8692%
12micro-machining2,4942,81518.8689%
13the industrial internet2,2492,54418.8688%
14industrial internet of things (iiot)2,7063,04918.8689%
15filament fabrication2,5032,82918.8688%
16web accessibility1,7101,92518.8689%
17life cycle assessment method1,2941,42418.8691%
18surface micromachining2,4332,76318.8588%
19smart factory2,1062,40518.8488%
20cloud manufacturing1,5841,79318.8488%
21sustainable manufacturing3,1513,56218.8488%
22fused filament2,4982,85918.8387%
23microfabrication process1,4481,63518.8389%
24slm process1,5451,75418.8388%
25remanufactured product9451,00718.8394%
26additive manufacturing processes1,6531,88718.8388%
27e. additive manufacturing1,6661,90418.8388%
28waam1,5201,72818.8288%
29eco-innovation1,5201,73018.8288%
30railway infrastructure2,0622,39318.8186%
31wire arc additive manufacturing1,0121,10418.8192%
32remanufactured products83487818.895%
33industry 4.0 technologies1,1821,32418.889%
34smart factor3,0863,55618.887%
35life-cycle assessment3,2823,76918.887%
36smart factories1,4191,62718.887%
37wire electrical discharge machining1,5121,74318.887%
38additive manufacturing technology2,3002,68818.886%
39laser powder bed fusion (lpbf)1,6541,92018.886%
40reverse logistics3,6674,18418.7988%
41laser additive manufacturing1,1961,35018.7989%
42industrial symbiosis1,3551,55618.7987%
43industrial ecology2,9913,48118.7986%
44life cycle assessments1,2111,37618.7888%
45infrastructure asset1,3561,56418.7887%
464.0 technologies1,4421,67418.7886%
47internet service providers (isps)1,0891,22518.7889%
48electrical discharge machining (edm)2,6053,07118.7885%
49ultra-precision machining1,1661,32618.7788%
50reverse logistic3,8144,37818.7787%
51infrastructure planning2,2882,70918.7784%
52internet service providers2,6603,13818.7785%
53innovation knowledge2,7383,23018.7785%
54additive manufacturing process4,4214,99918.7788%
55sustainable supply chain management1,3221,53518.7686%
56micro machining1,1851,35918.7687%
57additive manufacturing3,2863,84818.7685%
58lpbf2,0562,45118.7684%
59internet infrastructure1,5661,84918.7685%
60smart manufacturing3,8614,46518.7686%
61life-cycle assessment (lca)1,0731,21818.7688%
62sustainable supply chain3,0183,56718.7685%
63infrastructure management2,1082,52418.7584%
64public transportation system1,9262,30418.7584%
65eco-inn1,5931,89118.7584%
66wire electrical discharge1,6351,94618.7584%
67fused deposition modeling (fdm)2,7473,27518.7584%
68micro-edm1,0291,16518.7588%
69micromachining technology1,4651,73218.7585%
70microfabrication technique1,8202,17918.7584%
71additive manufacturing technique2,3032,77018.7483%
72fused deposition modelling1,9932,39818.7483%
73green supply chain3,0903,67418.7484%
74laser additive1,3541,59718.7485%
75additive manufacturing technologies1,6141,93018.7484%
76intelligent manufacturing3,4764,09718.7485%
77cleaner production3,9334,58518.7486%
78industry 4.04,0614,71718.7486%
79l-pbf1,2201,42718.7385%
80laser cladding process9511,07118.7389%
81industrial internet of things4,7385,39918.7388%
82iso 262629191,02918.7389%
83industrial internet of thing4,7595,42218.7388%
84remanufactured1,7542,11418.7383%
85digital inclusion1,2751,50118.7385%
86comparative life cycle assessment76882818.7393%
87collaborative robot2,5813,11418.7383%
88nanomanufacturing1,2051,41018.7385%
89green manufacturing1,7802,14918.7383%
90green supply chain management1,6882,03418.7383%
91internet service provider3,8904,55718.7385%
92green infrastructure5,1025,76918.7388%
93industry innovation1,4241,70018.7384%
94collaborative robots1,3981,66718.7384%
95green supply3,1133,73318.7283%
96industrial iot2,0162,45318.7282%
97infrastructure systems3,6574,32818.7284%
98femtosecond laser micromachining77984818.7292%
99agile manufacturing1,2861,52518.7284%
100laser powder bed fusion4,1324,83018.7286%
101ict infrastructure1,6962,05718.7282%
102fused deposition modelling (fdm)1,1551,35818.7185%
103alsi10mg1,5481,87418.7183%
104microfabrication techniques1,4361,73018.7183%
105road infrastructure4,4425,16518.7186%
106ict4d1,0391,20518.7186%
107laser powder bed4,2074,93218.7185%
108green infrastructure (gi)68873118.7194%
109virtual prototyping3,2323,89718.7183%
110micromachining technique1,6331,99018.7182%
111access to the internet3,0183,66318.782%
112nano-fabrication9111,03718.788%
113public transport service1,3921,68518.783%
114composite manufacturing1,5401,88218.782%
115impact categories3,6834,42918.6983%
116urban green infrastructure73480318.6991%
117digital manufacturing1,6372,01918.6981%
118supply chain sustainability1,1121,32518.6884%
119public transport system2,3382,90618.6880%
120broadband access network9141,05518.6887%
121simapro1,1621,39418.6883%
122industrial wastewater treatment2,3442,91618.6880%
123computer numerical control (cnc)1,6802,08218.6881%
124university-industry2,0682,57718.6880%
125sustainability reporting1,7722,20318.6880%
126remanufacturing5,4916,29018.6887%
127edm process2,4303,02418.6880%
128life cycle assessment methodology69876018.6792%
129micro fabrication76084618.6790%
130selective laser melting (slm)5,6996,50018.6788%
131regional innovation system1,2581,53018.6782%
132infrastructure assets9141,06018.6786%
133rapid manufacturing1,7112,13218.6780%
134precision manufacturing1,1781,42318.6783%
135machining technology2,9883,69418.6781%
136innovation strategy2,2692,83918.6780%
137fast prototyping1,1691,41318.6783%
138industry 4.0 (i4.0)65169918.6793%
139design for additive manufacturing74582918.6790%
140broadband access2,9283,63318.6781%
141build direction9001,04518.6686%
142cleaner product3,9534,77618.6683%
143additive manufacturing method1,0671,27618.6684%
144design for additive77787518.6689%
145clean production1,1501,39118.6683%
146public infrastructure2,5293,16918.6680%
147infrastructure system4,8325,69318.6685%
148industrial internet5,9556,78318.6688%
149wire arc additive manufacturing (waam)63067418.6693%
150wire electrical discharge machining (wedm)79490218.6688%
151co-innovation1,6902,12218.6680%
152powder bed fusion process77988418.6588%
153public transport network9361,10618.6585%
154industrial control systems2,6483,33718.6579%
155surface micromachining process59963718.6494%
156selective laser sintering (sls)1,6422,07518.6479%
157additive manufacturing techniques1,2331,52318.6481%
158laser powder bed fusion (l-pbf)80792918.6487%
159build orientation8571,00018.6486%
160eco-industrial9231,09318.6484%
161web access3,3264,14618.6480%
162electric discharge machining1,7972,28418.6479%
163innovation strategies1,7902,27718.6379%
164cradle-to-gate1,0611,28918.6382%
165emanufacturing5,6006,53018.6386%
166mixed-model assembly68776418.6390%
167infrastructure plan2,4603,13418.6378%
168sustainable infrastructure1,0751,31218.6382%
169triple bottom line2,4183,08818.6378%
1704d printing1,0871,33318.6282%
171lean production3,8834,79918.6281%
172layered manufacturing77989918.6287%
173iso 1404071781218.6288%
174deposition modelling2,0592,64818.6278%
175disruptive innovation1,9212,47118.6278%
176the fourth industrial revolution3,7364,65718.6180%
177industrial robotic1,5802,02218.6178%
178wedm2,2462,89518.6178%
179selective laser melting process62268118.6191%
180silicon micromachining1,2811,61618.6179%
181powder-bed81996418.6185%
182structure planning2,3042,97718.6177%
183laser cladding6,8817,81718.6188%
184the triple bottom line1,1261,40318.680%
185innovation systems3,7004,64118.680%
186industrial control system3,8814,84218.680%
187fused deposition modeling4,6655,68118.682%
188additive manufactured2,3663,06618.677%
189rapid tooling9581,16818.682%
190infrastructure protection1,3181,67918.678%
191environmental impact categories77390418.686%
192powder bed fusion6,3327,35118.686%
193microfabrication technology80595118.685%
194alsi101,5742,03518.677%
195environmental life cycle assessment64271718.5990%
196access to internet8971,08518.5983%
197iiot4,0775,08718.5980%
198urban infrastructure3,7884,77518.5979%
199mixed-model assembly line61768418.5990%
200iso 263168478118.5988%
201the digital divide3,4714,42418.5978%
202remanufacturing system56160518.5893%
203virtual manufacturing1,0221,27218.5880%
204additive manufacture3,1344,03918.5878%
205infrastructure investments1,4791,91918.5877%
206the reverse logistics67276718.5888%
207green supply chain management (gscm)73085318.5886%
208transport infrastructures79094118.5784%
209infrastructure resilience73185718.5785%
210process innovation3,8544,89618.5779%
211public transportation systems8801,07518.5782%
212fourth industrial revolution4,5375,66318.5680%
213nanoarchitectonic67678218.5686%
214five-axis machine71383718.5685%
215innovation policies1,2711,65118.5677%
216remanufacturing process61469318.5689%
217laser clad6,8968,02618.5586%
218computer numerical control2,9713,90018.5576%
219industrial control systems (ics)64273518.5587%
220metal laser sintering1,0261,30118.5579%
221technological capabilities2,5623,39818.5575%
222and additive manufacturing1,4971,97818.5576%
223freeform fabrication1,1161,43318.5578%
224nanofabrication69681618.5585%
225public transport systems9281,15818.5580%
226fourth industrial4,5785,74518.5580%
227iso 140011,6862,24318.5575%
228public transport services8811,09018.5581%
229cnc machining1,9692,63018.5575%
230internet service provider (isp)57363718.5590%
231direct metal laser sintering9991,26518.5579%
232cnc machine tool2,3433,12918.5475%
233critical infrastructure protection9171,14618.5480%
234nanomachining62871918.5487%
235closed-loop supply chain (clsc)47649818.5496%
236water infrastructure3,4044,44518.5477%
237eco-industrial park71284418.5484%
238university-industry collaboration67679118.5485%
239micromachining techniques1,0201,30018.5478%
240ecoinvent75090118.5483%
241transportation infrastructure5,1956,42018.5481%
242industry 4.0 concept62171118.5487%
243electrical discharge machining6,2107,44318.5483%
244innovation policy3,3154,35218.5476%
245selective laser sintering3,2194,23818.5476%
246nanoarchitectonics64174218.5386%
247road infrastructures60168418.5388%
248cnc machine tools1,4941,99618.5375%
249iso 83451856318.5392%
250regional innovation systems80999618.5381%
251efficient manufacturing1,1011,43018.5377%
252intelligent manufacturing system8611,07418.5380%
253product and process innovation8691,08618.5380%
254layer manufacturing69082218.5284%
255five-axis machine tool57865518.5288%
256life cycle inventory1,8552,51518.5274%
257collaborative robotic75592118.5282%
258selective laser sinter3,2384,30618.5175%
259selective laser melted8701,09618.5179%
260electron beam melting1,8542,52318.5173%
261powder bed fusion additive manufacturing55362118.5189%
262laser cladding technology52558018.5191%
263environmental life cycle8511,07018.5180%
264remanufacture2,5063,40518.5174%
265process innovations1,0541,37718.5177%
266industrial automation system70084618.583%
267structure management2,1292,91518.573%
268i4.01,0561,38518.576%
269corporate sustainability2,5763,51318.573%
270electron beam melting (ebm)8181,02818.580%
271national innovation system1,2601,69218.574%
272telecommunication infrastructure8031,00618.4980%
273electro discharge machining71687518.4982%
274fused deposition model6,4277,82118.4982%
275five-axis machining72789318.4981%
276beam melting2,2183,05218.4973%
277infrastructure investment3,8475,08818.4976%
278lca method1,2331,65818.4974%
279open innovation6,1357,54218.4981%
280closed-loop supply chains49855018.4891%
281technological capability1,1021,46918.4875%
282digital factory64777918.4783%
283microfabrication processes53060118.4788%
284deposition modeling4,8316,24618.4777%
285computer numerical control (cnc) machine54462318.4787%
286fused deposition6,7648,23618.4782%
287global manufacturing1,1001,47818.4774%
288transportation infrastructures65980118.4782%
289machining technologies71488618.4781%
290building direction75895418.4779%
291reverse logistics network51057418.4689%
292product innovations1,1281,52318.4674%
293transport infrastructure6,2547,75918.4681%
294electric discharge machining (edm)64277718.4683%
295smart manufacturing system50456718.4689%
296green infrastructures53461318.4687%
297electrochemical micromachining53962118.4687%
298national innovation1,8982,66418.4571%
299highway infrastructure63677118.4582%
301sustainable machining43746818.4593%
302internet penetration74594218.4579%
303industrial automation4,8956,38418.4577%
304sport infrastructure6,2677,81818.4580%
305wire and arc49455518.4589%
306electro-discharge machining78199918.4578%
307smart infrastructure68284618.4581%
308advanced process control1,4011,95318.4572%
309fdm process68284918.4480%
310life cycle impact2,0072,83818.4471%
311critical infrastructure system58369518.4484%
312infrastructure projects5,6747,24518.4478%
313microfabrication61774818.4482%
314industry 5.054563718.4486%
315laser melting process70889118.4479%
317direct metal laser sintering (dmls)62275718.4482%
318alsi10mg alloy55264918.4485%
319iso 90012,3833,36918.4371%
320tool electrode1,1701,61418.4372%
321urban infrastructures65881618.4381%
322implementation of industry 4.047653418.4389%
323industrial automation systems60072618.4383%
324remanufacturer55866118.4384%
325broadband access networks51859918.4386%
326laser sintering5,5947,21018.4378%
327pulse on time1,2211,70118.4272%
328advanced manufacturing technologies69788218.4279%
329micromachining processes51159118.4286%
330collaborative robotics54664618.4285%
331powder bed fusion (pbf)47353318.4289%
332metal additive manufacturing (am)45650718.4290%
333lca life cycle assessment43547518.4292%
334sustainable supply chains64680418.4280%
335wire and arc additive manufacturing43247118.4292%
3364.0 industry61876118.4281%
337impact category74195618.4278%
338life cycle impact assessment1,3231,86818.4171%
339sustainable supply chain management (sscm)44649518.4190%
340technological innovation system45250518.4190%
341open innovation (oi)46652718.4188%
342cnc machines1,0851,50818.472%
343closed-loop supply chain network40643618.493%
344rapid prototyping (rp)1,2161,71518.471%
345lean manufacturing4,1845,72418.473%
346acidification potential7961,05318.476%
347iso 2631-139642218.494%
348cnc machine4,6936,32618.474%
349directed energy deposition1,2741,81818.3970%
351lca study56368618.3982%
352laser sinter5,6717,43018.3976%
353nanofabrication techniques63179518.3979%
354fast tool servo40844418.3892%
355selective laser melting9,47211,09418.3885%
356elective laser melting9,47211,09418.3885%
357industrial robotics8201,10218.3874%
358experimental physics and industrial control system39041718.3894%
359closed loop supply45251318.3888%
360eutrophication potential7861,04818.3875%
361closed loop supply chain44750718.3888%
362electrical discharge machining process48156118.3786%
363life cycle environmental impact62479018.3779%
364laser micro-machining37639818.3794%
365lpbf process46754018.3786%
366eco-innovations42447318.3790%
367sustainable supply3,3464,77918.3770%
368additive manufacturing (am)10,43411,99318.3787%
369structure protection1,3241,92018.3769%
370additively manufactured5,7517,59518.3776%
371abiotic depletion48957718.3785%
372life cycle assessment (lca)12,09913,36318.3791%
373infrastructure project6,8228,71618.3678%
374cumulative energy demand65885218.3677%
375innovation system6,8698,77618.3678%
376digital divide7,0738,98418.3679%
377critical infrastructure systems50660718.3683%
378laser powder bed fusion process44150518.3587%
379solid freeform fabrication69892218.3576%
380digital inequality51161818.3583%
381rapid prototyping process50460718.3583%
382wireless internet access45352618.3586%
383cnc milling1,2431,81318.3569%
384lca methodology62881118.3477%
385product innovation6,6078,58318.3477%
386powder-bed fusion43049118.3488%
387machining technique2,5973,84118.3468%
388manufacturing technologies6,3498,32718.3476%
389sdg9: industry31731718.34100%
390hybrid manufacturing7801,06518.3473%
391micro fabric7831,07018.3473%
392nano fabrication43750418.3487%
393iso 1099355168918.3480%
394pulse off time7651,04318.3373%
395additive manufacturing methods51763418.3382%
396disruptive innovations57472818.3379%
397cobots49860418.3382%
398eco-design1,3982,07618.3367%
399manufacturing paradigm70895118.3374%
400laser cladded47156118.3384%
401wastewater infrastructure48758718.3383%
402intelligent manufacturing systems57373018.3278%
403sustainable pavement40345618.3288%
404social life cycle assessment44452218.3285%
405electro discharge8021,11718.3172%
406material extrusion1,0631,55118.3169%
407robotic cell70896018.3174%
408clean product1,1811,74618.3168%
409iso 924141547618.3187%
410industry 4.0 era44452318.3185%
411eco-industrial parks45554218.3184%
412stereolithography4,6596,56518.3171%
413model of innovation64585818.3175%
414subtractive manufacturing63784518.3175%
415broadband internet access56873018.3178%
416iso-11,0631,56118.368%
417sustainable supplier40045518.388%
418industrial wastewater treatment plant47958418.382%
419wedm process50763118.380%
420sustainability report2,2223,38318.366%
421stereolithography (sla)62883418.375%
422iso 90001,9512,98118.365%
423civil infrastructure system41848618.386%
424advanced manufacturing4,5496,47518.370%
425sdg935638718.2992%
426triple bottom line (tbl)43050618.2985%
427metal additive2,0183,08718.2965%
428cnc milling machine7331,01518.2972%
429step-nc43751918.2984%
430composites manufacturing60379818.2976%
431conventional manufacturing1,4612,23218.2865%
432new manufacturing2,7714,20818.2866%
433machining techniques1,5412,36718.2865%
434microfabrication technologies45154618.2883%
435hatch spacing40246618.2886%
436laser microfabrication38644018.2888%
437access to ict46957718.2781%
438regional innovation2,1243,28818.2765%
439port infrastructures8751,27218.2769%
440iso 1702543452118.2783%
441micro-manufacturing42650818.2784%
442investment in infrastructure7581,07318.2771%
443large infrastructure project42150018.2784%
444life cycle inventory (lci)58978518.2675%
445manufacturing energy48060018.2680%
446ultraprecision machining43151818.2683%
447traditional manufacturing2,0713,22618.2664%
448mixed-model assembly lines34638018.2691%
449discharge machining9,58111,85218.2681%
450innovation survey9061,33618.2668%
451distributed control systems1,5272,38018.2564%
452iso 1518944554518.2582%
453civil infrastructure systems39045418.2586%
454prototyping technology1,0581,60318.2566%
455nanofabric8,44610,86918.2478%
456powder bed7,62010,08918.2476%
457infrastructure asset management35740418.2388%
458nanofab8,45210,92418.2377%
459iso 404930031318.2396%
460telecommunications infrastructure7811,13818.2369%
461raster angle35640418.2388%
462structure project6,8439,31518.2373%
463tool wear rate (twr)47861018.2378%
464industrial energy efficiency40248118.2384%
465road management64289618.2372%
466innovative manufacturing53671118.2375%
467water infrastructures41049518.2283%
468five-axis machine tools32435318.2292%
470icrofabrication12,43114,52518.2286%
471internet access10,57712,94918.2282%
472smart manufacturing systems34138118.2290%
473additive manufacturing system38745818.2284%
474wire electric discharge machining40649018.2283%
475arc additive manufacture33837718.2290%
476ecodesign9251,39818.2266%
477rapid prototyping method47961518.2278%
478urban public transportation44054818.2280%
479laser cladding coating32535618.2291%
480cladding process1,2021,88018.2264%
481social life cycle46158518.2279%
482reverse logistics (rl)31734418.2192%
483industrial process control9661,47418.2166%
484wire electric discharge45257118.2179%
485nc machining2,6084,12918.2163%
4865-axis machining46058618.2178%
487life cycle environmental impacts42352318.2181%
488laser-based powder bed fusion33537618.289%
489resilient infrastructure44255818.279%
490additive layer manufacturing33337418.289%
491distributed control system3,8965,96118.265%
492electrode wear9981,54618.265%
493cladding technology57078618.1973%
494manufacture technology48864118.1976%
495model assembly9071,38818.1965%
496public transport networks37845118.1984%
497rapid prototyping technology7331,07818.1968%
498rapid prototyping technique8141,22318.1967%
499efficient machining43154218.1980%
500rapid prototyping system47061018.1977%
501broadband wireless access system29230918.1994%
502rapid-prototyping50867718.1975%
503national innovation systems53171818.1974%
504surface micromachining technology32636618.1889%
505micro edm35741818.1885%
506electrochemical discharge machining33838718.1887%
507robotic process automation53172318.1873%
508automated manufacturing system8141,23418.1866%
509laser cladding layer33538318.1787%
510broadband wireless access (bwa)31234518.1790%
511tool servo51269118.1774%
512lean production system38947518.1782%
513manufacturing cloud36242918.1784%
514lca software38246418.1782%
515composite manufacturing process38547018.1782%
516micromanufacturing36944318.1783%
517virtual factory38046318.1682%
518extrusion additive manufacturing35942918.1584%
519large infrastructure projects35442218.1584%
520nc milling1,3462,20818.1561%
5213d printed parts61188418.1569%
522waam process29131718.1492%
523green supply chains31635918.1488%
524investments in infrastructure44959218.1476%
525global reporting initiative8591,34318.1464%
526industrial innovation7701,18118.1465%
527industrial control system (ics)33739618.1485%
528access to computers47764418.1474%
529gscm8811,39018.1363%
530reverse logistics system29532718.1390%
531life cycle impact assessment (lcia)50870418.1372%
532prototyping technique1,0501,70318.1362%
533directed energy deposition (ded)53375018.1371%
534lean manufacturing (lm)29031918.1391%
535laser cladding technique31235618.1388%
536automated manufacturing systems65397218.1367%
537micro electrical discharge machining30334118.1389%
538iso 1030331335818.1387%
539pulse-on time52673818.1371%
540industry collaboration1,2782,11618.1260%
541nc machine tools1,6062,69118.1260%
542nc milling machine7731,19718.1265%
543cloud manufacturing (cmfg)26728218.1295%
544nc machines1,1391,87018.1261%
545laser sintered54277018.1270%
546stereolithography (sl)31336018.1287%
547fdm 3d printing31336018.1287%
548nanofabrications29733318.1289%
549industrial robot manipulator38548618.1279%
550direct manufacturing38147918.1280%
551nc machine tool2,5574,27018.1160%
552l-pbf process29232618.1190%
553smart industry36344918.1181%
554lca (life cycle assessment)28130818.1191%
555infill density45761918.1174%
556binder jet57784218.1169%
557industrial energy1,4712,48218.1159%
558broadband wireless access network28331218.191%
559returned products45261118.174%
560wireless broadband access31336318.186%
561life cycle impacts48467018.172%
562innovation and infrastructure29433118.189%
563returned product50971718.171%
564digital divides40652818.177%
565clsc7991,26518.163%
566advanced manufacturing process35744218.181%
567terrestrial acidification31937618.0985%
568entrepreneurial finance53577018.0969%
569five-axis1,9893,39418.0959%
570bridging the digital divide35243618.0981%
571electro-discharge9191,49918.0961%
572robotic machining29433518.0888%
573cladding coating51473518.0870%
574industrial symbiosis (is)26628818.0892%
575laser metal deposition8531,37818.0862%
576micro-fabrication technique28431918.0889%
577manufacturing and remanufacturing26528718.0892%
578free internet36946918.0879%
579terrestrial ecotoxicity36045318.0879%
580iso 338224425318.0896%
581transport infrastructure project31136718.0785%
582micro-electrical discharge machining26328518.0792%
5833d printing process1,1832,00518.0759%
584wire and arc additive manufacturing (waam)26128218.0793%
585iso 5000130435618.0785%
586laser powder bed fusion additive manufacturing27931318.0789%
587micro-fabric1,9353,34718.0758%
588gscm practices29333818.0687%
589iso 1400046364818.0671%
590industry wastewater1,5662,71518.0658%
591product and process innovations33842018.0580%
592laser powder-bed fusion28632818.0587%
593selective electron beam melting26529218.0591%
594industrial robot arm29834918.0585%
595manufacturing sustainability34543318.0580%
596computer numerical control machine30335818.0585%
597binder jetting47968318.0570%
598life cycle inventory data35445018.0579%
599marine infrastructure30235818.0484%
600manufacturing design8741,45118.0460%
601environmental burdens1,2372,14018.0458%
602mobile internet access30135718.0484%
603flexible manufacturing system (fms)7501,21218.0462%
6044.0 era54982218.0467%
605municipal infrastructure34643918.0479%
606factory automation1,5792,77318.0457%
607infrastructure quality29735118.0485%
608wire-arc additive manufacturing24025318.0495%
609port infrastructure6,87710,24718.0467%
610electro-discharge machining (edm)29835318.0484%
611industrial robots5,5858,71218.0364%
612edm parameters35946418.0377%
613robotic process60192718.0365%
614wire arc1,1371,96418.0358%
615fossil depletion27130718.0388%
616experimental physics and industrial control system (epics)24726618.0393%
617micro/nanofabrication26229218.0390%
6185-axis1,3492,37018.0257%
619micro manufacturing28833818.0285%
620laser melting10,07813,70318.0274%
621tool wear rate8871,49218.0259%
622technological innovation systems26529818.0289%
623lca analysis37349418.0276%
624toolpath1,0111,73618.0258%
625global reporting8771,47618.0259%
626prototyping process7701,26718.0261%
627public infrastructures30837518.0282%
628design for additive manufacturing (dfam)24726818.0292%
629edm machining36948818.0276%
630cradle to gate33642718.0179%
631micromachining16,72119,50518.0186%
632distributed control system (dcs)6371,01018.0163%
633sustainable supplier selection26329718.0189%
634industrial iot (iiot)30336818.0182%
635iot industry36748718.0175%
636sustainability reports8971,52718.0159%
637industrial manipulator8041,3451860%
638innovation product1,0931,9101857%
639green innovation1,3662,4341856%
640computer numerical control (cnc) machine tool2562871889%
641iso 310002963581883%
642melt pool2,4994,4291856%
643business angel3644841875%
644sinking edm3153931880%
645nc machine5,0428,17617.9962%
646manufacturing mode1,1942,11717.9956%
647global reporting initiative (gri)44464017.9969%
648manufacturing automation8761,49817.9958%
649laser additive manufacturing (lam)24527017.9991%
650recast layer7811,31317.9959%
651advanced manufacturing technology8581,46717.9958%
652cloud manufacturing service24326717.9991%
653robotic process automation (rpa)33142617.9978%
654iso 2700129335617.9882%
655remanufacturing systems21822517.9897%
656extrusion-based additive manufacturing28434017.9884%
657nano-machining26129917.9887%
658direct energy deposition51678617.9866%
659advanced process control (apc)39154117.9872%
660cradle-to-grave6951,14517.9861%
661precision machining2,7794,92917.9856%
662flexible robotic60396217.9863%
663life-cycle assessments27031617.9885%
664digital inequalities28634617.9783%
665infrastructure sustainability28233917.9783%
666lca model58693217.9763%
667global infrastructure38553317.9772%
668simapro software28835017.9782%
669fourth industrial revolution (4ir)32341517.9778%
670five-axis cnc34445617.9775%
671dmls8591,48717.9758%
672innovation efficiency60397017.9762%
673industrial internet-of-things25529217.9787%
674iso 2517822624217.9693%
675human toxicity1,2932,34817.9655%
676industry 4.0 applications27532917.9684%
677water ecotoxicity34546017.9675%
678electron beam additive manufacturing24126917.9690%
679comparative lca28033917.9683%
680consequential life cycle assessment23025017.9692%
681freshwater ecotoxicity30238017.9579%
682manufacturing innovation37151317.9572%
683industrial internet of things (iot)23425817.9591%
684silicon bulk micromachining22323917.9593%
685ict infrastructures27933917.9582%
686domestic technology31841217.9577%
687acidification potential (ap)25529617.9586%
688pbf-lb25529617.9586%
689solid free8251,43617.9557%
690open innovation process28434917.9481%
691bulk-micromachining20921617.9497%
692stereolithography process24728217.9488%
693lsi11,6863,12117.9454%
694infrastructure policy32242117.9476%
695quality infrastructure33544617.9475%
696manufacturing tool8461,48217.9457%
697rapid prototyping techniques43864917.9467%
698additive layer43664517.9468%
699cyber-physical production6471,07617.9460%
7003d printers1,5432,85817.9454%
701fdm parts24728317.9487%
702hybrid additive manufacturing23125517.9491%
703additive fabrication31741317.9477%
704prototyping method7761,34317.9458%
705material extrusion additive manufacturing25529817.9486%
706conventional machining1,4682,72217.9354%
707community innovation survey48073717.9365%
708silicon surface micromachining23826817.9389%
709iso 773024828617.9387%
710cnc system9421,68717.9356%
711nano-manufacturing24528117.9387%
712industrial energy consumption29737717.9379%
713wire edm59096517.9361%
714remanufacturing cost20821717.9396%
715industry automation32843717.9375%
716t4d1,0431,89717.9355%
717life cycle assessment studies23125717.9390%
718manufacturing service9261,66017.9356%
719nano manufacturing24027317.9388%
720prototyping techniques57894317.9261%
721industry r&d30238817.9278%
722sustainable product design27032817.9282%
723impact assessment method7901,38317.9257%
724corporate sustainability report25930817.9284%
725innovation practices6541,10217.9259%
726reverse logistics supply chain22725117.9290%
727iso 10993-522725217.9190%
728electrochemical discharge machining (ecdm)22424717.9191%
729build orientations26031217.9183%
730tool path generation6521,10517.9159%
731industry 4.0 implementation22524917.9190%
732servo voltage30639917.9177%
733computer aided process planning44567717.9166%
734internet accessibility25931117.9183%
735accessibility web28235417.9180%
736additively manufactured metal29638117.9178%
737business angels31241217.976%
738broadband wireless access systems20621717.995%
739manufacturing sme9061,64017.955%
740laser-based additive manufacturing23126117.989%
741reverse supply chain59498917.960%
742energy-intensive industries48776617.964%
743electrode wear rate32443617.974%
744computer-aided process planning41261217.967%
745transport infrastructure projects25530517.984%
746access to infrastructure27133517.981%
747human toxicity potential26432217.982%
748manufacturing technology11,20315,65317.972%
749scm practices46271717.964%
750rapid prototyping tool28335917.8979%
751eco-indicator43766717.8966%
752traditional machining8211,47317.8956%
753infill pattern36552117.8970%
754iso 9001:201524929617.8984%
755mixed model assembly22825817.8988%
756ecoinvent database26632817.8981%
757die-sinking29638617.8977%
758tool paths8751,59217.8955%
759iso 912624428817.8885%
760cyber-physical production system5941,00017.8859%
761cradle-to-gate life cycle assessment20321517.8894%
762lca tool27033717.8880%
763railway infrastructures24228517.8885%
764environmental hotspot30139717.8876%
765innovation performance3,0705,67917.8854%
766industry 4.0 technology23126517.8887%
767manufacturing concept6641,15117.8858%
768open innovation practices23226717.8887%
769micro-stereolithography22325117.8889%
770innovation environment6591,14217.8858%
771robotic cells27134017.8880%
772urban water infrastructure22926217.8887%
773freshwater eutrophication36352217.8870%
774edm machine41562917.8766%
775flexible manufacturing systems2,6274,95117.8753%
776technologies of industry 4.021022917.8792%
777manufacturing model8271,50517.8755%
778manufacturing smes8171,48517.8755%
779lca framework24028417.8785%
780life cycle perspective7731,39417.8755%
781comparative life cycle assessment (lca)19820917.8695%
782iso 9001:200037755517.8668%
783impact 200223928317.8684%
784lean manufacturing tools23327217.8686%
785e-manufacturing7731,39717.8655%
786iso 657921423817.8690%
787smart production38657517.8667%
788university-industry relation26533317.8680%
789fill density51284117.8661%
790laser metal deposition (lmd)38557417.8667%
791sustainable industry33948017.8671%
792eutrophication potential (ep)21824617.8589%
793corporate sustainability performance21323717.8590%
794lca data35751717.8569%
795product innovation performance20923017.8591%
796manufacturing resources9121,70117.8554%
797flexible fabrication23928517.8584%
798internet access service24830217.8582%
799industrial control systems (icss)23327417.8585%
800manufacturing/remanufacturing19520617.8595%
801innovation activities2,2584,36017.8552%
802agricultural innovation system21924917.8588%
803life cycle inventories33146717.8471%
804web access log20221917.8492%
805university-industry relations26132917.8479%
806electro discharge machining (edm)23327617.8484%
807cleaner production (cp)22826717.8485%
808green infrastructure planning20222017.8492%
809cloud manufacturing environment20823117.8490%
810iso 9000 certification26834417.8478%
811innovation capabilities1,0151,94317.8352%
812urban public transport9541,81317.8353%
813iiot applications21624717.8387%
814distributed manufacturing7211,31417.8355%
815laser cladding (lc)20322417.8291%
816machining method1,7843,52317.8251%
817broadband wireless access networks20422617.8290%
818wire-arc30842717.8272%
819flexible manufacturing system4,0057,37517.8254%
8205-axis cnc25532317.8279%
821manufacturing tools53190517.8259%
822iso 9000 series32045417.8170%
823computer numerical control (cnc) machining21925517.8186%
824pulse on time (ton)26935217.8176%
825sustainability performance1,7873,55517.8150%
826i4.0 technologies19020317.8194%
827micro-edm process20022117.8190%
828opc ua5761,00817.8157%
830life cycle thinking47278017.8161%
831life cycle assessment study20823617.8188%
832material removal rate (mrr)2,0764,12317.850%
833wear ratio48781517.860%
834industry 421,42025,09817.885%
835community innovation53091217.858%
836metal 3d print31444617.870%
838industrial robot11,11616,31117.868%
839surface roughness (sr)7211,33917.7954%
840tool path2,8225,50917.7951%
841industrial parks1,0982,16517.7951%
842advanced machining33148317.7969%
843laser beam melting26234217.7977%
844sdg9: industry, innovation, and infrastructure16916917.79100%
845printing parameters1,1402,26017.7950%
846environmental hotspots25933717.7977%
8473d printing technologies7321,36917.7953%
848computer aided manufacturing8401,60917.7952%
849printing parameter1,1812,35217.7950%
850robotic automation32547317.7969%
851selective laser melting technology25733417.7877%
852iso 1404420523417.7888%
853process and product innovation22226617.7883%
854industrial robotic arm20824017.7887%
855green product innovation19621817.7890%
856additive manufacturing (3d printing)23028217.7882%
857chinese manufacturing8311,59617.7852%
858deposition model6,70711,36217.7859%
859industrie 4.055898617.7857%
860attributional life cycle assessment17417917.7897%
861life cycle sustainability40965617.7862%
862energy efficiency in industry19922417.7889%
863cyber-physical production systems48682717.7859%
8643d microfabrication19722117.7789%
865pmedm25132517.7777%
866fused deposition modeling process19922517.7788%
867remanufacturing supply chain17518217.7796%
868open innovation model23729817.7780%
869sustainable road33750417.7767%
870major infrastructure projects26836017.7774%
871structure systems3,7037,08417.7752%
872iso 9001 standard22727917.7781%
873fast tool servo (fts)17818817.7695%
874advanced manufacturing processes22026617.7683%
875mixed model assembly line19521917.7689%
876eco-efficiency1,6993,47217.7649%
877laser melting technology26435417.7675%
878solid freeform fabrication (sff)24331217.7678%
879circular economy (ce)1,0102,02117.7550%
880iso 14001 certification24832317.7577%
881silicon microfabrication21726217.7583%
882port infrastructure investment21826417.7583%
883university-industry link20824517.7585%
884innovation practice7891,53117.7552%
885remanufacturing industry20524017.7585%
886virtual prototyping technology26736317.7574%
887fourth industrial revolution (industry 4.0)19822717.7587%
888wire-edm32348117.7567%
889life cycle assessments (lca)20023117.7487%
890eco-indicator 9930143517.7469%
891blue-green infrastructure18820917.7490%
892flexible manufacturing5,69410,19117.7456%
893rapid prototyping technologies30544417.7469%
894environmental product declaration30444217.7469%
895edm performance22127217.7481%
896global innovation index24632217.7476%
897machining efficiency1,3122,70517.7449%
898equity crowdfunding29542517.7369%
899s-lca25534217.7375%
900prototyping system7641,48917.7351%
901impact 2002+20323917.7385%
902rapid prototyping15,80321,31017.7374%
9035-axis machine24632417.7376%
904industrial ecosystem38161417.7362%
905hybrid life cycle assessment17218217.7395%
906hybrid additive33350917.7365%
907structure plan2,5035,12217.7249%
908micro- and nanofabrication23730717.7277%
909internet policy23430117.7278%
910machining characteristic9161,84617.7250%
911cumulative energy demand (ced)22328017.7280%
912life cycle greenhouse gas36658517.7263%
913life cycle assessment26,42829,65117.7189%
914the industrial structure1,1422,36417.7148%
915laser-powder bed fusion20324217.7184%
916lean production systems20424417.7184%
917environmental innovation6231,17917.7153%
918high-tech industries1,0182,08917.7149%
919machining characteristics8751,76317.7150%
920r&d intensity7021,36417.7151%
921rapid prototypes29543217.7168%
922innovation capability1,3212,76817.7148%
923polyjet38563217.7161%
924vat photopolymerization29743717.7168%
925sustainable industrial development22228117.779%
926abiotic depletion potential18821517.787%
927public transport infrastructure22228217.779%
928sustainable manufacturing system17819717.790%
929digital man1,7763,76017.6947%
930industrial wastewater treatment plants21126117.6981%
931ultra-precision turning17619417.6991%
932bulk micromachining technology17719617.6990%
933cnc machining center31447917.6966%
934industrial waste heat5571,03917.6954%
935life cycle costing (lcc)36258717.6962%
936closed-loop supply chain network design16918217.6993%
937electron beam powder bed fusion18421017.6988%
938characterization factors34855717.6862%
939manufacturing platform5571,04317.6853%
940pulse-off time32249917.6865%
941innovation ecosystem9551,98117.6848%
942innovation index43676117.6857%
943inclusive innovation22829817.6877%
944lca practitioners20224617.6882%
945iso 9000 standard27038717.6870%
946machining feature46883817.6856%
947cnc controller24232817.6774%
948fdm 3d printer19523317.6784%
949manufacturing enterprises2,4115,08417.6747%
950global innovation5671,07417.6753%
951industrial manipulators38765117.6759%
952automated manufacturing1,4343,07517.6747%
953types of innovation7651,54717.6749%
954surface-micromachining19222817.6784%
955powder feeding6061,17017.6752%
956recycling and remanufacturing17319217.6790%
957green supply chain management practice21226817.6779%
958open innovation approach20124617.6782%
959industrial waste heat recovery20525417.6781%
960reverse logistics network design17619817.6689%
9614th industrial revolution5561,05417.6653%
962metal 3d printing25936717.6671%
963tool path planning35457917.6661%
964additive technologies6551,29217.6651%
965rotary axes29043517.6667%
966deposition mode6,72212,04617.6656%
967machining robot18120817.6687%
968remanufacturing operations16517817.6693%
969overcut6361,24817.6651%
970laser-cladding16618017.6692%
971prototyping1,9114,11817.6646%
972life cycle sustainability assessment30747417.6665%
973symbiosis network18922417.6684%
974value stream mapping8721,81317.6648%
975lean manufacturing system21227017.6679%
976hybrid machining37863717.6559%
977regional innovation policy19724017.6582%
978sustainable performance9682,04117.6547%
979cnc turning45181017.6556%
980manufacturing waste44078417.6556%
981wire electric discharge machining (wedm)18521717.6585%
982industry 4.0 revolution19122917.6583%
983machining system1,1432,45417.6547%
984industry employment29244317.6566%
985micro/nano fabrication17319517.6489%
986quality of infrastructure20525817.6479%
987sustainable innovation8171,69617.6448%
988eco-innovative24634417.6472%
989interdependent infrastructure29645417.6465%
990ultrasonic additive manufacturing16117317.6493%
991ultraprecision7651,57417.6449%
992slm process parameters16317717.6492%
993edm drilling19824517.6481%
994industrial wastewater1,3803,01417.6446%
995value stream map9422,00217.6447%
996end-of-life product46886017.6354%
997manufacturing services49793017.6353%
998manufacturing machine7981,66017.6348%
999new product innovation23732717.6372%
1000environmental profile7391,52017.6349%
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