Justin Hayward

iot power smart grids industrial internet smart cities smart meters energy management energy hvm smart systems innovation technology markets industry value smart services products marketing monetisation sensors m2m growth living homes. transport grids connected intelligence digital ai health healthcare management telecare homes open buildings automation machine learning industry40 batteries water graphene inkjet investment materials manufacturing water supply big data clean energy routes to value power generation solar power iiot advanced materials printing electronics water resources water treatment security policy strategy heat cyberai distributed fourth industrial revolution connectivity artificial intelligence c4ir polymers rfid energy storage printed electronics inks performance displays flexible nanotechnology composites drivers cambridge trends market analysis customer experience insights research business business intelligence monitoring lighting customer service information technology home embedded system storage consumer insights digital strategy ofgem company values opportunity prioritisation renewable generation infrastructure strategy consulting shale gas dc market insight nanodiamonds lab2fab venture capital environment circulareconomy ibm digitaltwins tags space smart energy smart homes systems future ccgts architecture hvac engineering energy markets aggregation funding ledger clean growth market blockchain entrepreneurship leadership operations value driver device management churn survey location product improvement cross-sell consumables cost driver trials mass customisation upsell response time cloud computing local maintenance strategy cloud monte carlo fog experimental analytics optimal deployment sampling stratification strategy edge pipeline model predictive maintenance process intelligence predictive analytics throughput decision support tools virtual production decisions data-driven virtualization virtual smart manufacturing productivity yield roadmap confidence table network dynamics risk management mapping value network risk prioritisation technology roadmap factory of the future turnaround time tipping points industrial automation business models new materials business automation future of making things process automation productivity gains capital marketing automation 4ir business model mining haydale electrochemical thermal chemical plasma functionalisation plc cgd15 paints revolution oled otft process surfaces wearables toolkit fashion sportswear dye pira global sublimation garments textiles labels toner ux uv cx flexo packaging sectors industrial investibility co-creation economics applications corporate conference executive masterclass commercial diligence cir consultancy empowering analysis simplicity communications software platforms wireless powerline advanced micro devices customer engagement smart grid telecommunications val transportation and logistics energy efficiency renewable energy clean biodiesel storage tank embedded energy ecosystems internet of things regulation offshore wind power usage data centres electricity supply energy regulation management consulting plan electricity biomass bioenergy conversion plant efficiency transport ev market research africa india efficient energy use power supply products and services strategic management service design