brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
develop-gc-methodDevelop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and validate initial system performance for target analytes in a given matrix.
Independent GitHub snapshot · Automated classification · Original documentation governs
系統開發氣相層析法:含柱之擇、溫度程序之優化、載氣與檢測器之選、於給定基質中目標分析物之初始性能驗證,俾揮發與半揮發物可分析之。
預期: 書面規格,列分析物、基質、檢測限、分離度要求、任何監管或通量約束。
失敗時: 分析物揮發性數據闕時,由結構類似物估沸點,或於中極性柱上行偵察運行以立洗脫序。
依分析物極性與分離難度擇柱之尺寸與固定相。
| Column Type | Stationary Phase | Polarity | Typical Use Cases |
|---|---|---|---|
| DB-1 / HP-1 | 100% dimethylpolysiloxane | Non-polar | Hydrocarbons, solvents, general screening |
| DB-5 / HP-5 | 5% phenyl-methylpolysiloxane | Low polarity | Semi-volatiles, EPA 8270, drugs of abuse |
| DB-1701 | 14% cyanopropylphenyl | Mid polarity | Pesticides, herbicides |
| DB-WAX / HP-INNOWax | Polyethylene glycol | Polar | Alcohols, fatty acids, flavors, essential oils |
| DB-624 | 6% cyanopropylphenyl | Mid polarity | Volatile organics, EPA 624/8260 |
| DB-FFAP | Modified PEG (nitroterephthalic acid) | Highly polar | Organic acids, free fatty acids |
| DB-35 | 35% phenyl-methylpolysiloxane | Mid-low polarity | Polychlorinated biphenyls, confirmatory column |
預期: 柱規格(固定相、長、內徑、膜厚),由分析物屬性與分離要求為據。
失敗時: 單柱不能分解所有關鍵對時,擬具正交選擇性之確認柱(如主柱 DB-1、確認柱 DB-WAX)。
預期: 溫度程序(初溫、保、斜坡速率、終溫、終保)分離所有目標分析物於可受運行時間內。
失敗時: 斜坡優化後關鍵對仍不分時,重審柱之選(步驟二)或考慮多斜坡程序,於問題區用較慢之速率。
| Property | Helium (He) | Hydrogen (H2) | Nitrogen (N2) |
|---|---|---|---|
| Optimal linear velocity | 20-40 cm/s | 30-60 cm/s | 10-20 cm/s |
| Efficiency at high flow | Good | Best (flat van Deemter) | Poor |
| Speed advantage | Baseline | 1.5-2x faster than He | Slowest |
| Safety | Inert | Flammable (needs leak detection) | Inert |
| Cost / availability | Expensive, supply concerns | Low cost, generator option | Very low cost |
| Detector compatibility | All detectors | Not with ECD; caution with some MS | All detectors |
預期: 載氣已擇,流量設至最佳線速度,以不保留峰測而證之。
失敗時: 設定流量下效率低於所期時,以 5-7 流量點生 van Deemter 曲線(塔板高度對線速度)以尋真正之最佳。
| Detector | Selectivity | Sensitivity (approx.) | Linear Range | Best For |
|---|---|---|---|---|
| FID | C-H bonds (universal organic) | Low pg C/s | 10^7 | Hydrocarbons, general organics, quantitation |
| TCD | Universal (all compounds) | Low ng | 10^5 | Permanent gases, bulk analysis |
| ECD | Electronegative groups (halogens, nitro) | Low fg (Cl compounds) | 10^4 | Pesticides, PCBs, halogenated solvents |
| NPD/FPD | N, P (NPD); S, P (FPD) | Low pg | 10^4-10^5 | Organophosphorus pesticides, sulfur compounds |
| MS (EI) | Structural identification | Low pg (scan), fg (SIM) | 10^5-10^6 | Unknowns, confirmation, trace analysis |
| MS/MS | Highest selectivity | fg range | 10^5 | Complex matrices, ultra-trace, forensic |
預期: 檢測器已擇並配,溫度與氣流合於目標分析物。
失敗時: 靈敏度不足所需檢測限時,考慮濃縮樣品(增進樣體積、溶劑蒸發)或換更敏更選之檢測器。
預期: 所有分析物於重複進樣中達系統適用性標準,目標保留窗內無殘留或基質干擾。
失敗時: 見拖尾時,查活性位(重調柱、切入口端 0.5 m、換襯管)。RSD 逾限時,查自動進樣器精度與進樣技術。分離度不足時,回步驟三以精調溫度程序。
develop-hplc-method -- 非揮發或熱不穩定分析物之液相層析法開發interpret-chromatogram -- 讀並解 GC 與 HPLC 圖譜troubleshoot-separation -- 診斷並修峰形、保留、分離度之病validate-analytical-method -- 所開發 GC 法之 ICH Q2 正式驗證