Data Sharing Issues in Grid Infrastructure

A 230 kV substation design moves from Revit to AutoCAD to GIS to ADMS to the asset management system. By the time it reaches operations, the same breaker has been entered by hand at least four times. By four different people. With four different naming conventions. Sometimes off by one phase. This is a data problem that is shared by nearly every utility and EPC in the US, probably the world. Every tool in the utility design and operations stack stores meaning in its own private dialect. Drawings carry geometry. Spreadsheets carry equipment lists. GIS carries spatial features. ADMS carries connectivity. None of them carry the same MODEL of the same substation, even though they are all describing the same substation. So integrators write bespoke connectors. Engineers re-enter data. Errors propagate downstream and surface during commissioning, or worse, during a fault. A senior engineer once told me his team budgets two weeks of every project just to reconcile the discrepancies between what was designed and what got recorded. Two weeks. Per project. To translate between dialects. Grid modernization, regulatory reporting, AI adoption all pile on top of this same broken foundation. We cannot automate something we cannot read. The fix is not another integration. The fix is a shared, standards-based representation of the design itself, portable across tools, with meaning preserved. Tomorrow I will get into why the formats we have today encode position rather than meaning, and why that distinction is the root of the problem. #GridModernization #UtilityIndustry #SubstationDesign #DataInteroperability #IEC

Ontario’s Grid Won’t Modernize Without a Single Source of Truth Everyone’s talking about DSOs, distribution system operators, as the future of Ontario’s electricity system. They’re right. But here’s the truth: DSOs can’t work without data. Not “data in a report.” Not “data when convenient.” I mean a secure, standards-based, place-based, digital version of truth, the live map of our energy system. Who’s generating what. Who’s using what. What the grid is actually doing in real time. Right now, that truth is trapped in silos. Each utility guards its own data. Each market participant keeps “their version.” And the result? Everyone is blind beyond their fence line, including the people trying to plan and operate the future. We cannot build the Ontario we say we want, electrified, resilient, net-zero, on partial information. If you can’t see it, you can’t manage it. And if you can’t share it, you can’t optimize it. The Independent Electricity System Operator (IESO) keeps the system stable. The Ontario Energy Board regulates. The Ministry of Energy and Mines | Énergie et des Mines sets direction. But unless someone forces interoperability, DSOs will be just another PowerPoint dream. Here’s the policy shift Ontario needs: Every utility, generator, and market participant must share secure, standardized operational and asset data with DSOs, or explain, publicly, how they expect this transition to work without it. No data, no DSO. No DSO, no reliable future grid. It’s that simple. This isn’t about more bureaucracy, it’s about shared situational awareness. It’s about using spatial, standards-based data to turn a hundred disconnected systems into one coordinated network that actually works. Because prosperity, security, and energy independence all start from the same thing: truth you can trust. Digital Twin Ontario (DTO) #PowerGrid #DSO #EnergyTransition #Electrification #GIS

India Energy Stack is helping shape India's electricity sector for the next decade. Our electricity sector runs on data — generation schedules, grid telemetry, consumer consumption, tariff orders, outage reports. Yet today that data sits in silos, in inconsistent formats, behind no common access standard. The Ministry of Power's newly released draft National Electricity Data Sharing Framework, 2026 sets out to change that. It's open for public comments until 21 July. A few things stood out to me: 👉 Two new institutions — a National Electricity Data Centre (NEDC) and National Electricity Data Portal (NEDP) — to serve as the country's shared publishing layer and metadata catalogue for electricity data. 👉 A clean classification model — Tier 1 Public (open access) and Tier 2 Access Controlled (registration + KYC) — so open data flows freely while critical infrastructure information stays protected. 👉 De-identification built in — anonymization, tokenization, spatial displacement, aggregation thresholds — before any consumer or asset data is shared. 👉 Interoperability by design — data aligned with existing mechanisms, with explicit hooks for inter-sector use cases like EV charging infrastructure planning, building energy efficiency, and green finance. What I find most significant is how the India Energy Stack (IES) anchors the framework's plumbing — as the consent mechanism for third-party access, the API standard for data exchange, and the interoperability reference even for retrofitting legacy systems. For inter-sector electricity data flows, IES adoption is written in mandatory terms. This is Digital Public Infrastructure thinking applied to the power sector: open standards, non-discriminatory access, consent-driven sharing. The same philosophy that reshaped payments now being pointed at energy. If you work in energy, data, or DPI, this framework is worth a read — and worth a comment. #IndiaEnergyStack #DigitalPublicInfrastructure #EnergyData #PowerSector #EVInfrastructure #OpenData #MinistryOfPower

𝐓𝐡𝐞 𝐩𝐨𝐰𝐞𝐫 𝐠𝐫𝐢𝐝’𝐬 𝐛𝐢𝐠𝐠𝐞𝐬𝐭 𝐩𝐫𝐨𝐛𝐥𝐞𝐦 𝐢𝐬𝐧’𝐭 𝐬𝐮𝐩𝐩𝐥𝐲 – 𝐢𝐭’𝐬 𝐝𝐚𝐭𝐚 Data is the lifeblood of the energy sector; although available, it’s not easy to get it. Data on electricity prices, power generation, and carbon intensity is scattered across countless sources, in obscure formats, and updated at wildly different times. To put it in Max Kanter's words (CEO & Founder of Grid Status, a data platform that aims to make high-quality, real-time grid information widely accessible) "The data might be available in theory, but actually making it usable? That’s a whole different challenge." As per a survey by Data Science Central, 65% of organizations struggle with data quality issues when dealing with grid data. 𝑺𝒐𝒎𝒆 𝒔𝒖𝒈𝒈𝒆𝒔𝒕𝒊𝒐𝒏𝒔 𝒕𝒐 𝒎𝒂𝒌𝒆 𝒈𝒓𝒊𝒅 𝒅𝒂𝒕𝒂 𝒎𝒐𝒓𝒆 𝒂𝒄𝒄𝒆𝒔𝒔𝒊𝒃𝒍𝒆: 1️⃣ Develop universal data-sharing protocols, like APIs (Application Programming Interfaces), that ensure consistency across different grid operators to reduce the complexity of merging disparate datasets.   2️⃣ Expand platforms like Grid Status to include data from all regional transmission operators (RTOs) and independent system operators (ISOs). Provide easy-to-use dashboards and APIs for developers and analysts to pull data efficiently.   3️⃣ Grid operators and tech companies should cooperate to co-create solutions that meet specific regional or operational needs, helping utilities gain more actionable insights from real-time data.   According to a report by Market Research Future, the global grid data market will increase by 2025. Whether you’re a utility managing grid stability or a renewable energy developer optimizing production, having the right data at your fingertips can make all the difference.   #innovation #technology #energy #sustainability #electricalengineering   ASEC ENGINEERS - Engineering your success, delivering precision and innovation in every project since 1991.